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  1. Ansatte

Språkvelger

English

Gunnar Tufte

Last ned pressefoto
Last ned pressefoto
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Gunnar Tufte

Professor; Nestleiar forsking og proggrammrådsleiar for ph.d.-programm innan datateknologi og informatikk
Institutt for datateknologi og informatikk
Fakultet for informasjonsteknologi og elektroteknikk

gunnar.tufte@ntnu.no
73590356 97402478 IT-bygget, 403, Gløshaugen, Sem Sælands vei 9
SpinENGINE Energy efficient computing systems
Om Forskning Publikasjoner Undervisning Formidling

Om

I am a member of the Computing research group. Main interest: Unconventional Machines: Architecture, Design and Computation.

Sjå Engelsk heimeside (link to English page):

http://www.ntnu.edu/employees/gunnart/

Kompetanseord

  • Biologisk inspirerte datamaskiner
  • Datamaskinarkitektur
  • Datamaskinkonstruksjon
  • Dynamiske systemer
  • Genetiske algoritmer
  • Heterogene datamaskinsystemer
  • Kunstig intelligens
  • Kunstig liv
  • Kyborg
  • Nanosystemer
  • Selvorganiserende system
  • Selvorganisering-prosesser
  • Ukonvensjonelle datamaskiner

Forskning

Sjå Engelsk heimeside (link to English page):

http://www.ntnu.edu/employees/gunnart/

  • Computer Architecture Lab
  • Energy Efficient Computing Systems (EECS)

SpinENGINE

The SpinENGINE project will lay the foundations for a new, massively parallel, platform based on emergent behaviour in nanomagnet ensembles. The SpinEngine project has received funding from the European Union’s Horizon 2020 FET-Open programme

SPrINTER

The SPrINTER project aims at creating a radically new technology for low-power spin-based computing. SPrINTER is partially funded by the Norwegian Research Council (NFR). Researcher Project for Technological Convergence under the project agreement 331821.

flatspin

flatspin: A Large-Scale Artificial Spin Ice Simulator. flatspin is open-source software. under under the GPLv3 license. flatspin is developed and maintained by an interdisciplinary group of researchers at NTNU.

Publikasjoner

  • Kronologisk
  • Etter kategori
  • Alle publikasjoner i Nasjonalt vitenarkiv (NVA)

2025

  • Penty, Arthur George; Jensen, Johannes Høydahl; Tufte, Gunnar. (2025) Artificial Life in-materio.
    Vitenskapelig kapittel
  • Bhandari, Dheerendra Singh; Strømberg, Anders; Breivik, Ida; Penty, Arthur George; Jensen, Johannes H.; Foerster, Michael; Tufte, Gunnar; Folven, Erik. (2025) Clocking emergent magnetic monopoles in square artificial spin ice. Physical review B (PRB)
    Vitenskapelig artikkel
  • Penty, Arthur George; Jensen, Johannes Høydahl; Breivik, Ida; Strømberg, Anders; Folven, Erik; Tufte, Gunnar. (2025) Controllable gliders in a nanomagnetic metamaterial. Nature Communications
    Vitenskapelig artikkel
  • Dwivedi, Saumitra; Torres, Ricardo; Hameed, Ibrahim A.; Tufte, Gunnar; Karlsen, Anniken Susanne Thoresen. (2025) Koopman-based data-driven soft artificial life: obtaining rulesets from observed data. Natural Computing
    Vitenskapelig artikkel

2024

  • Jensen, Johannes Høydahl; Strømberg, Anders; Breivik, Ida; Penty, Arthur George; Nino, Miguel Angel; Khaliq, Muhammad Waqas; Foerster, Michael; Tufte, Gunnar; Folven, Erik. (2024) Clocked dynamics in artificial spin ice. Nature Communications
    Vitenskapelig artikkel
  • Aven, Thomas; Jensen, Johannes Høydahl; Tufte, Gunnar. (2024) Lattice reservoirs: symmetry breaking and information flow in physical reservoir computing. ALIFE : Proceedings of the Artificial Life Conference
    Vitenskapelig artikkel

2023

  • Penty, Arthur George; Tufte, Gunnar. (2023) Evolving Music from a Self-Organising Nanomagnetic Orchestra. ALIFE : Proceedings of the Artificial Life Conference
    Vitenskapelig artikkel
  • Penty, Arthur George; Tufte, Gunnar. (2023) Evolving Artificial Spin Ice for Robust Computation. International Journal of Unconventional Computing
    Vitenskapelig artikkel
  • Filho, Sidney Pontes; Nichele, Stefano; Yazidi, Anis; Zhang, Jianhua; Hammer, Hugo Lewi; Sandvig, Ioanna; Tufte, Gunnar. (2023) Optimization of dynamical systems towards criticality and intelligent behavior. Norges teknisk-naturvitenskapelige universitet
    Doktoravhandling
  • Penty, Arthur George; Tufte, Gunnar. (2023) Evolving Artificial Spin Ice for Robust Computation. International Journal of Unconventional Computing
    Vitenskapelig artikkel
  • Heiney, Kristine; Nichele, Stefano; Sandvig, Ioanna; Tufte, Gunnar. (2023) Deciphering and emulating neuronal communication: Population-level computation from elemental interactions. NTNU
    Doktoravhandling

2022

  • Knudsen, Martinius; Hendseth, Sverre; Tufte, Gunnar; Sandvig, Axel. (2022) Model-free Control of Partially Observable Underactuated Systems by pairing Reinforcement Learning with Delay Embeddings. MIC Journal: Modeling, Identification and Control
    Vitenskapelig artikkel
  • Jensen, Johannes Høydahl; Strømberg, Anders; Lykkebø, Odd Rune Strømmen; Penty, Arthur George; Lealiaert, Jonathan; Själander, Magnus; Folven, Erik; Tufte, Gunnar. (2022) Flatspin: A large-scale artificial spin ice simulator. Physical review B (PRB)
    Vitenskapelig artikkel
  • Knudsen, August Martinius Espedal; Hendseth, Sverre; Tufte, Gunnar; Sandvig, Axel. (2022) Global asymptotic stabilization of a pendulum using a single Lyapunov proportional bang-bang control strategy. Measurement and Control
    Vitenskapelig artikkel

2021

  • Penty, Arthur George; Tufte, Gunnar. (2021) A Representation of Artificial Spin Ice for Evolutionary Search.
    Vitenskapelig kapittel
  • Knudsen, Martinius; Hendseth, Sverre; Tufte, Gunnar; Sandvig, Axel. (2021) Model-Free All-Source-All-Destination Learning as a Model for Biological Reactive Control. MIC Journal: Modeling, Identification and Control
    Vitenskapelig artikkel
  • Knudsen, Martinius; Hendseth, Sverre; Tufte, Gunnar; Sandvig, Axel. (2021) Global asymptotic stabilization of a pendulum using a single Lyapunov proportional bang-bang control strategy. Measurement and Control
    Vitenskapelig artikkel

2020

  • Jensen, Johannes Høydahl; Strømberg, Anders; Lykkebø, Odd Rune Strømmen; Penty, Arthur George; Själander, Magnus; Folven, Erik; Tufte, Gunnar. (2020) flatspin: A Large-Scale Artificial Spin Ice Simulator. arXiv.org
    Vitenskapelig artikkel
  • Pontes-Filho, Sidney; Lind, Pedro; Yazidi, Anis; Zhang, Jianhua; Hammer, Hugo Lewi; Mello, Gustavo; Sandvig, Ioanna; Tufte, Gunnar; Nichele, Stefano. (2020) EvoDynamic: A Framework for the Evolution of Generally Represented Dynamical Systems and Its Application to Criticality.
    Vitenskapelig kapittel
  • Jensen, Johannes Høydahl; Tufte, Gunnar. (2020) Reservoir Computing in Artificial Spin Ice. ALIFE : Proceedings of the Artificial Life Conference
    Vitenskapelig artikkel
  • Pontes-Filho, Sidney; Lind, Pedro; Yazidi, Anis; Zhang, Jianhua; Hammer, Hugo Lewi; Mello, Gustavo; Sandvig, Ioanna; Tufte, Gunnar; Nichele, Stefano. (2020) A neuro-inspired general framework for the evolution of stochastic dynamical systems: Cellular automata, random Boolean networks and echo state networks towards criticality. Cognitive Neurodynamics
    Vitenskapelig artikkel
  • Jensen, Johannes H.; Folven, Erik; Tufte, Gunnar. (2020) Computation in artificial spin ice. ALIFE : Proceedings of the Artificial Life Conference
    Vitenskapelig artikkel
  • Sandvig, Axel; Sandvig, Ioanna; Tufte, Gunnar; Ramstad, Ola Huse. (2020) Neural disorder at the edge of chaos. Norges teknisk-naturvitenskapelige universitet
    Doktoravhandling

2019

  • Pontes-Filho, Sidney; Yazidi, Anis; Zhang, Jianhua; Hammer, Hugo Lewi; Mello, Gustavo; Sandvig, Ioanna; Nichele, Stefano; Tufte, Gunnar. (2019) A general representation of dynamical systems for reservoir computing.
    Vitenskapelig kapittel
  • Knudsen, Martinius; Hendseth, Sverre; Tufte, Gunnar; Sandvig, Axel. (2019) Viewing Rate-Based Neurons as Biophysical Conductance Outputting Models. Lecture Notes in Computer Science (LNCS)
    Vitenskapelig artikkel

2018

  • Jensen, Johannes Høydahl; Folven, Erik; Tufte, Gunnar. (2018) Computation in artificial spin ice.
    Vitenskapelig kapittel

2017

  • Aaser, Peter; Knudsen, Martinius; Ramstad, Ola Huse; van de Wijdeven, Rosanne; Nichele, Stefano; Sandvig, Ioanna; Tufte, Gunnar; Bauer, Ulrich Stefan; Halaas, Øyvind; Hendseth, Sverre. (2017) Towards Making a Cyborg: A Closed-Loop Reservoir-Neuro System.
    Vitenskapelig kapittel
  • Nichele, Stefano; Risi, Sebastian; Tufte, Gunnar; Beloff, Laura. (2017) Towards a Plant Bio-Machine.
    Vitenskapelig kapittel
  • Nichele, Stefano; Ose, Mathias Berild; Risi, Sebastian; Tufte, Gunnar. (2017) CA-NEAT: Evolved Compositional Pattern Producing Networks for Cellular Automata Morphogenesis and Replication. IEEE Transactions on Cognitive and Developmental Systems
    Vitenskapelig artikkel
  • Nichele, Stefano; Farstad, Sigve Sebastian; Tufte, Gunnar. (2017) Universality of Evolved Cellular Automata in-Materio. International Journal of Unconventional Computing
    Vitenskapelig artikkel
  • Jensen, Johannes; Tufte, Gunnar. (2017) Reservoir Computing with a Chaotic Circuit.
    Vitenskapelig kapittel
  • Laketic, Dragana; Tufte, Gunnar. (2017) Evolution-in-materio computations: Hierarchies rising from electron dynamics in carbon nanotubes.
    Vitenskapelig kapittel

2016

  • Lykkebø, Odd Rune Strømmen; Tufte, Gunnar. (2016) Evolution-in-Materio of a dynamical system with dynamical structures.
    Vitenskapelig kapittel
  • Farstad, Sigve Sebastian; Nichele, Stefano; Tufte, Gunnar. (2016) Towards Standalone In-Materio Devices: Stable Logic Gates and Elementary Cellular Automata in Carbon Nanotubes Material.
    Vitenskapelig kapittel
  • Nichele, Stefano; Jensen, Johannes Høydahl; Laketic, Dragana; Lykkebø, Odd Rune Strømmen; Tufte, Gunnar. (2016) Dynamics in Carbon Nanotubes for In-Materio Computation. International Journal On Advances in Systems and Measurements
    Vitenskapelig artikkel
  • Nichele, Stefano; Giskeødegård, Andreas; Tufte, Gunnar. (2016) Evolutionary Growth of Genome Representations on Artificial Cellular Organisms with Indirect Encodings. Artificial Life
    Vitenskapelig artikkel
  • Nichele, Stefano; Glover, Tom; Tufte, Gunnar. (2016) Genotype Regulation by Self-modifying Instruction-Based Development on Cellular Automata.
    Vitenskapelig kapittel
  • Laketic, Dragana; Tufte, Gunnar; Lykkebø, Odd Rune Strømmen; Nichele, Stefano. (2016) An Explanation of Computation - Collective Electrodynamics in Blobs of Carbon Nanotubes.
    Vitenskapelig kapittel
  • Laketic, Dragana; Tufte, Gunnar. (2016) A hierarchical view on Evolution-In-Materio computations.
    Vitenskapelig kapittel

2015

  • Mohid, Maktuba; Miller, Julian F.; Harding, Simon; Tufte, Gunnar; Massey, Mark K.; Petty, Michael C.. (2015) Evolution-in-materio: solving computational problems using carbon nanotube–polymer composites. Soft Computing - A Fusion of Foundations, Methodologies and Applications
    Vitenskapelig artikkel
  • Brandslet, Steinar; Umuroglu, Yaman; Tufte, Gunnar. (2015) Tre måneder på å gjøre det umulige. Gemini
    Fagartikkel
  • Nichele, Stefano; Laketic, Dragana; Lykkebø, Odd Rune Strømmen; Tufte, Gunnar. (2015) Is There Chaos in Blobs of Carbon Nanotubes Used to Perform Computation?.
    Vitenskapelig kapittel
  • Laketic, Dragana; Tufte, Gunnar; Nichele, Stefano; Lykkebø, Odd Rune Strømmen. (2015) Bringing Colours to the Black Box - A Novel Approach to Explaining Materials for Evolution-in-Materio.
    Vitenskapelig kapittel
  • Nichele, Stefano; Tufte, Gunnar. (2015) Morphogenesis and Replication of Multi-Cellular Organisms with Evolved Variable Length Self-Modifying Genomes.
    Vitenskapelig kapittel
  • Lykkebø, Odd Rune Strømmen; Nichele, Stefano; Tufte, Gunnar. (2015) An Investigation of Square Waves for Evolution in Carbon Nanotubes Material.
    Vitenskapelig kapittel
  • Nichele, Stefano; Tufte, Gunnar. (2015) Evolvability, Complexity and Scalability of Cellular Evolutionary and Developmental Systems. Norges teknisk-naturvitenskapelige universitet
    Doktoravhandling
  • Nichele, Stefano; Lykkebø, Odd Rune Strømmen; Tufte, Gunnar. (2015) An Investigation of Underlying Physical Properties Exploited by Evolution in Nanotubes Materials.
    Vitenskapelig kapittel

2014

  • Nichele, Stefano; Wold, Håkon Hjelde; Tufte, Gunnar. (2014) Investigation of Genome Parameters and Sub-Transitions to Guide Evolution of Artificial Cellular Organisms.
    Vitenskapelig kapittel
  • Lykkebø, Odd Rune Strømmen; Tufte, Gunnar. (2014) Comparison and Evaluation of Signal Representations for a Carbon Nanotube Computational Device.
    Vitenskapelig kapittel
  • Mohid, Maktuba; Miller, Julian F.; Harding, Simon; Tufte, Gunnar; Lykkebø, Odd Rune Strømmen; Massey, Mark K.; Petty, Michael C.. (2014) Evolution-In-Materio: Solving Machine Learning Classification Problems Using Materials. Lecture Notes in Computer Science (LNCS)
    Vitenskapelig artikkel
  • Miller, Julian F.; Harding, Simon; Tufte, Gunnar. (2014) Evolution-in-materio: evolving computation in materials. Evolutionary Intelligence
    Vitenskapelig artikkel
  • Lykkebø, Odd Rune Strømmen; Harding, Simon; Tufte, Gunnar; Miller, Julian F.. (2014) Mecobo: A hardware and software platform for in materio evolution. Lecture Notes in Computer Science (LNCS)
    Vitenskapelig artikkel
  • Mohid, Maktuba; Miller, Julian; Harding, Simon; Tufte, Gunnar; Lykkebø, Odd Rune Strømmen; Massey, Mark K.; Petty, Michael C.. (2014) Evolution-in-materio: Solving function optimization problems using materials.
    Vitenskapelig kapittel
  • Nichele, Stefano; Tufte, Gunnar. (2014) Measuring phenotypic structural complexity of artificial cellular organisms: Approximation of kolmogorov complexity with lempel-ziv compression. Advances in Intelligent Systems and Computing
    Vitenskapelig artikkel
  • Antonakopoulos, Konstantinos; Tufte, Gunnar. (2014) Investigation of Developmental Mechanisms in Common Developmental Genomes.
    Vitenskapelig kapittel
  • Nichele, Stefano; Tufte, Gunnar. (2014) Evolutionary Growth of Genomes for the Development and Replication of Multicellular Organisms with Indirect Encoding.
    Vitenskapelig kapittel

2013

  • Nichele, Stefano; Tufte, Gunnar. (2013) Measuring Phenotypic Structural Complexity of Artificial Cellular Organisms. Approximation of Kolmogorov Complexity with Lempel-Ziv Compression.
    Vitenskapelig kapittel
  • Nichele, Stefano; Tufte, Gunnar. (2013) Evolution of Incremental Complex Behavior on Cellular Machines.
    Vitenskapelig kapittel

2012

  • Antonakopoulos, Konstantinos; Tufte, Gunnar. (2012) Is Common Developmental Genome a Panacea Towards More Complex Problems?.
    Vitenskapelig kapittel
  • Broersma, Hajo; Gomez, Faustino; Miller, Julian F.; Petty, Mike; Tufte, Gunnar. (2012) Nascence Project: Nanoscale Engineering for Novel Computation Using Evolution. International Journal of Unconventional Computing
    Vitenskapelig artikkel
  • Stepney, Susan; Diaconescu, Ada; Doursat, René; Giavitto, Jean-Louis; Kowaliw, Taras; Leyser, Ottoline; MacLennan, Bruce; Michel, Olivier; Miller, Julian F.; Nikolic, Igor. (2012) Gardening Cyber-Physical Systems. Lecture Notes in Computer Science (LNCS)
    Konferanseabstract
  • Antonakopoulos, Konstantinos; Tufte, Gunnar. (2012) On the Evolvability of Different Computational Architectures using a Common Developmental Genome.
    Vitenskapelig kapittel
  • Nichele, Stefano; Tufte, Gunnar. (2012) Genome Parameters as Information to Forecast Emergent Developmental Behaviors.
    Vitenskapelig kapittel

2011

  • Tufte, Gunnar. (2011) Metamorphosis and Artificial Development: An Abstract Approach to Functionality. Lecture Notes in Computer Science (LNCS)
    Vitenskapelig artikkel
  • Laketic, Dragana; Tufte, Gunnar. (2011) Adaptation in Tissue Sustained by Hormonal Loops. Lecture Notes in Computer Science (LNCS)
    Vitenskapelig artikkel
  • Tufte, Gunnar. (2011) Evolution of Development - The Next Step to Go?. IEEE CIS Newsletter on Autonomous Mental Developmen
    Vitenskapelig artikkel
  • Antonakopoulos, Konstantinos; Tufte, Gunnar. (2011) A Common Genetic Representation Capable of Developing Distinct Computational Architectures.
    Vitenskapelig kapittel
  • Laketic, Dragana; Tufte, Gunnar. (2011) Autonomous adaptation inspired by the model of a minimal living system provided by chemoton theory. Nano Communication Networks
    Vitenskapelig artikkel
  • Tufte, Gunnar; Nichele, Stefano. (2011) On the correlations between developmental diversity and genomic composition.
    Vitenskapelig kapittel
  • Antonakopoulos, Konstantinos; Tufte, Gunnar. (2011) A Common Genetic Representation Capable Of Developing Distinct Computational Architectures. IEEE Transactions on Evolutionary Computation
    Vitenskapelig artikkel

2010

  • Laketic, Dragana; Tufte, Gunnar. (2010) Achieving Robustness in Adaptive Systems - Can Hierarchies Help?.
    Vitenskapelig kapittel
  • Nichele, Stefano; Tufte, Gunnar. (2010) Trajectories and Attractors as Specification for the Evolution of Behavior in Cellular Automata.
    Vitenskapelig kapittel
  • Laketic, Dragana; Tufte, Gunnar. (2010) Autonomous Adaptive Cell in Silicon Inspired by a Model of Minimal Living System.
    Vitenskapelig kapittel
  • Laketic, Dragana; Tufte, Gunnar. (2010) Improving Robustness to Environmental Fluctuations - Dynamical Hierarchies Included.
    Vitenskapelig kapittel

2009

  • Tufte, Gunnar. (2009) The Discrete Dynamics of Developmental Systems.
    Vitenskapelig kapittel
  • Santini, Cristina Costa; Tufte, Gunnar; Haddow, Pauline. (2009) Bio-inspired Reverse Engineering of Regulatory Networks.
    Vitenskapelig kapittel
  • Antonakopoulos, Konstantin; Tufte, Gunnar. (2009) Possibilities and Contraints of Basic Computational Units in Developmental Systems.
    Vitenskapelig kapittel
  • Laketic, Dragana; Tufte, Gunnar. (2009) LIVING SYSTEMS’ ORGANISATION AND PROCESSES FOR ACHIEVING ADAPTATION Principles to Borrow from Biology.
    Vitenskapelig kapittel
  • Tufte, Gunnar. (2009) From Evo to EvoDevo: Mapping and Adaptation in Artificial Development.
    Vitenskapelig kapittel
  • Laketic, Dragana; Tufte, Gunnar; Haddow, Pauline. (2009) Stochastic Adaptation to Environmental Changes Supported by Endocrine System Principles.
    Vitenskapelig kapittel
  • Laketic, Dragana; Tufte, Gunnar. (2009) Adapting to Fluctuating Environments - Learning from Living Systems.
    Vitenskapelig kapittel
  • Tufte, Gunnar. (2009) Evolvable Machines: An EvoDevo Approach.
    Vitenskapelig kapittel

2008

  • Tufte, Gunnar. (2008) Discovery and Investigation of Inherent Scalability in Developmental Genomes. Lecture Notes in Computer Science (LNCS)
    Vitenskapelig artikkel
  • Jaccheri, Letizia; Trifonova, Anna; Tufte, Gunnar; Gangvik, Espen. (2008) The Open Wall.
    Vitenskapelig kapittel
  • Tufte, Gunnar. (2008) Evolution, Development and Environment Toward Adaptation through Phenotypic Plasticity and Exploitation of External Information.
    Vitenskapelig kapittel
  • Tufte, Gunnar. (2008) Phenotypic, Developmental and Computational Resources: Scaling in Artificial Development.
    Vitenskapelig kapittel
  • Tufte, Gunnar; Gangvik, Espen. (2008) Trans<->Former #13: Exploration and Adaptation of Evolution Expressed in a Dynamic Sculpture. Lecture Notes in Computer Science (LNCS)
    Vitenskapelig artikkel

2007

  • Tufte, Gunnar; Haddow, Pauline. (2007) Achieving environmental tolerance through the initiation and exploitation of external information.
    Vitenskapelig kapittel
  • Tufte, Gunnar; Haddow, Pauline. (2007) Extending Artificial Development: Exploiting Environmental information for the achievement of Phenotypic Plasticity. Lecture Notes in Computer Science (LNCS)
    Vitenskapelig artikkel

2006

  • Tufte, Gunnar. (2006) Gene Regulation Mechanisms Introduced in the Evaluation Criteria for a Hardware Cellular Development System.
    Vitenskapelig kapittel
  • Tufte, Gunnar. (2006) Cellular Development: A Search for Functionality.
    Vitenskapelig kapittel
  • Tufte, Gunnar; Thomassen, Joacim. (2006) Size Matters: Scaling of Organisms and Genomes for Development of Emergent Structures.
    Vitenskapelig kapittel

2005

  • Tufte, Gunnar; Haddow, Pauline. (2005) Towards Development on a Silicon-based Cellular Computing Machine. Natural Computing
    Vitenskapelig artikkel
  • Tufte, Gunnar. (2005) Mikroprosessorar - ein del av kvardagen. NRK.no
    Populærvitenskapelig artikkel

2004

  • Tufte, Gunnar. (2004) Development of Digital Circuits on a Virtual Sblock FPGA. NTNU
    Doktoravhandling
  • Tufte, Gunnar; Haddow, Pauline. (2004) Biologically-inspired: A rule-based self-reconfiguration of a virtex chip. Lecture Notes in Computer Science (LNCS)
    Vitenskapelig artikkel

2003

  • Tufte, Gunnar; Haddow, Pauline. (2003) Building Knowledge into Developmental Rules for Circuite Design. Lecture Notes in Computer Science (LNCS)
    Vitenskapelig artikkel
  • Haddow, Pauline; Tufte, Gunnar; Remortel, Piet van. (2003) Evolvable Hardware: Pumping Life into Dead Silicon.
    Vitenskapelig kapittel
  • Djupdal, Asbjørn; Tufte, Gunnar; Aunet, Snorre. (2003) Konstruksjon av maskinvare for kjøring av sblokk-baserte eksperimenter. NTNU
    Masteroppgave

2002

  • Tufte, Gunnar. (2002) Evolusjonær maskinvare.
    Kapittel i oppslagsverk

2001

  • Haddow, Pauline; Tufte, Gunnar; Remortel, Piet van. (2001) Shrinking the Genotype: L-systems for EHW ?. Lecture Notes in Computer Science (LNCS)
    Vitenskapelig artikkel
  • Haddow, Pauline; Tufte, Gunnar. (2001) Bridging the Genotype-Phenotype Mapping for Digital FPGAs.
    Vitenskapelig kapittel

Tidsskriftspublikasjoner

  • Bhandari, Dheerendra Singh; Strømberg, Anders; Breivik, Ida; Penty, Arthur George; Jensen, Johannes H.; Foerster, Michael; Tufte, Gunnar; Folven, Erik. (2025) Clocking emergent magnetic monopoles in square artificial spin ice. Physical review B (PRB)
    Vitenskapelig artikkel
  • Penty, Arthur George; Jensen, Johannes Høydahl; Breivik, Ida; Strømberg, Anders; Folven, Erik; Tufte, Gunnar. (2025) Controllable gliders in a nanomagnetic metamaterial. Nature Communications
    Vitenskapelig artikkel
  • Tufte, Gunnar. (2011) Metamorphosis and Artificial Development: An Abstract Approach to Functionality. Lecture Notes in Computer Science (LNCS)
    Vitenskapelig artikkel
  • Laketic, Dragana; Tufte, Gunnar. (2011) Adaptation in Tissue Sustained by Hormonal Loops. Lecture Notes in Computer Science (LNCS)
    Vitenskapelig artikkel
  • Mohid, Maktuba; Miller, Julian F.; Harding, Simon; Tufte, Gunnar; Massey, Mark K.; Petty, Michael C.. (2015) Evolution-in-materio: solving computational problems using carbon nanotube–polymer composites. Soft Computing - A Fusion of Foundations, Methodologies and Applications
    Vitenskapelig artikkel
  • Tufte, Gunnar. (2008) Discovery and Investigation of Inherent Scalability in Developmental Genomes. Lecture Notes in Computer Science (LNCS)
    Vitenskapelig artikkel
  • Brandslet, Steinar; Umuroglu, Yaman; Tufte, Gunnar. (2015) Tre måneder på å gjøre det umulige. Gemini
    Fagartikkel
  • Tufte, Gunnar. (2011) Evolution of Development - The Next Step to Go?. IEEE CIS Newsletter on Autonomous Mental Developmen
    Vitenskapelig artikkel
  • Broersma, Hajo; Gomez, Faustino; Miller, Julian F.; Petty, Mike; Tufte, Gunnar. (2012) Nascence Project: Nanoscale Engineering for Novel Computation Using Evolution. International Journal of Unconventional Computing
    Vitenskapelig artikkel
  • Penty, Arthur George; Tufte, Gunnar. (2023) Evolving Music from a Self-Organising Nanomagnetic Orchestra. ALIFE : Proceedings of the Artificial Life Conference
    Vitenskapelig artikkel
  • Nichele, Stefano; Jensen, Johannes Høydahl; Laketic, Dragana; Lykkebø, Odd Rune Strømmen; Tufte, Gunnar. (2016) Dynamics in Carbon Nanotubes for In-Materio Computation. International Journal On Advances in Systems and Measurements
    Vitenskapelig artikkel
  • Penty, Arthur George; Tufte, Gunnar. (2023) Evolving Artificial Spin Ice for Robust Computation. International Journal of Unconventional Computing
    Vitenskapelig artikkel
  • Jensen, Johannes Høydahl; Strømberg, Anders; Lykkebø, Odd Rune Strømmen; Penty, Arthur George; Själander, Magnus; Folven, Erik; Tufte, Gunnar. (2020) flatspin: A Large-Scale Artificial Spin Ice Simulator. arXiv.org
    Vitenskapelig artikkel
  • Knudsen, Martinius; Hendseth, Sverre; Tufte, Gunnar; Sandvig, Axel. (2022) Model-free Control of Partially Observable Underactuated Systems by pairing Reinforcement Learning with Delay Embeddings. MIC Journal: Modeling, Identification and Control
    Vitenskapelig artikkel
  • Jensen, Johannes Høydahl; Tufte, Gunnar. (2020) Reservoir Computing in Artificial Spin Ice. ALIFE : Proceedings of the Artificial Life Conference
    Vitenskapelig artikkel
  • Mohid, Maktuba; Miller, Julian F.; Harding, Simon; Tufte, Gunnar; Lykkebø, Odd Rune Strømmen; Massey, Mark K.; Petty, Michael C.. (2014) Evolution-In-Materio: Solving Machine Learning Classification Problems Using Materials. Lecture Notes in Computer Science (LNCS)
    Vitenskapelig artikkel
  • Pontes-Filho, Sidney; Lind, Pedro; Yazidi, Anis; Zhang, Jianhua; Hammer, Hugo Lewi; Mello, Gustavo; Sandvig, Ioanna; Tufte, Gunnar; Nichele, Stefano. (2020) A neuro-inspired general framework for the evolution of stochastic dynamical systems: Cellular automata, random Boolean networks and echo state networks towards criticality. Cognitive Neurodynamics
    Vitenskapelig artikkel
  • Miller, Julian F.; Harding, Simon; Tufte, Gunnar. (2014) Evolution-in-materio: evolving computation in materials. Evolutionary Intelligence
    Vitenskapelig artikkel
  • Lykkebø, Odd Rune Strømmen; Harding, Simon; Tufte, Gunnar; Miller, Julian F.. (2014) Mecobo: A hardware and software platform for in materio evolution. Lecture Notes in Computer Science (LNCS)
    Vitenskapelig artikkel
  • Tufte, Gunnar; Haddow, Pauline. (2005) Towards Development on a Silicon-based Cellular Computing Machine. Natural Computing
    Vitenskapelig artikkel
  • Nichele, Stefano; Ose, Mathias Berild; Risi, Sebastian; Tufte, Gunnar. (2017) CA-NEAT: Evolved Compositional Pattern Producing Networks for Cellular Automata Morphogenesis and Replication. IEEE Transactions on Cognitive and Developmental Systems
    Vitenskapelig artikkel
  • Nichele, Stefano; Farstad, Sigve Sebastian; Tufte, Gunnar. (2017) Universality of Evolved Cellular Automata in-Materio. International Journal of Unconventional Computing
    Vitenskapelig artikkel
  • Laketic, Dragana; Tufte, Gunnar. (2011) Autonomous adaptation inspired by the model of a minimal living system provided by chemoton theory. Nano Communication Networks
    Vitenskapelig artikkel
  • Jensen, Johannes Høydahl; Strømberg, Anders; Lykkebø, Odd Rune Strømmen; Penty, Arthur George; Lealiaert, Jonathan; Själander, Magnus; Folven, Erik; Tufte, Gunnar. (2022) Flatspin: A large-scale artificial spin ice simulator. Physical review B (PRB)
    Vitenskapelig artikkel
  • Jensen, Johannes H.; Folven, Erik; Tufte, Gunnar. (2020) Computation in artificial spin ice. ALIFE : Proceedings of the Artificial Life Conference
    Vitenskapelig artikkel
  • Dwivedi, Saumitra; Torres, Ricardo; Hameed, Ibrahim A.; Tufte, Gunnar; Karlsen, Anniken Susanne Thoresen. (2025) Koopman-based data-driven soft artificial life: obtaining rulesets from observed data. Natural Computing
    Vitenskapelig artikkel
  • Haddow, Pauline; Tufte, Gunnar; Remortel, Piet van. (2001) Shrinking the Genotype: L-systems for EHW ?. Lecture Notes in Computer Science (LNCS)
    Vitenskapelig artikkel
  • Tufte, Gunnar; Haddow, Pauline. (2003) Building Knowledge into Developmental Rules for Circuite Design. Lecture Notes in Computer Science (LNCS)
    Vitenskapelig artikkel
  • Tufte, Gunnar. (2005) Mikroprosessorar - ein del av kvardagen. NRK.no
    Populærvitenskapelig artikkel
  • Nichele, Stefano; Tufte, Gunnar. (2014) Measuring phenotypic structural complexity of artificial cellular organisms: Approximation of kolmogorov complexity with lempel-ziv compression. Advances in Intelligent Systems and Computing
    Vitenskapelig artikkel
  • Jensen, Johannes Høydahl; Strømberg, Anders; Breivik, Ida; Penty, Arthur George; Nino, Miguel Angel; Khaliq, Muhammad Waqas; Foerster, Michael; Tufte, Gunnar; Folven, Erik. (2024) Clocked dynamics in artificial spin ice. Nature Communications
    Vitenskapelig artikkel
  • Penty, Arthur George; Tufte, Gunnar. (2023) Evolving Artificial Spin Ice for Robust Computation. International Journal of Unconventional Computing
    Vitenskapelig artikkel
  • Knudsen, August Martinius Espedal; Hendseth, Sverre; Tufte, Gunnar; Sandvig, Axel. (2022) Global asymptotic stabilization of a pendulum using a single Lyapunov proportional bang-bang control strategy. Measurement and Control
    Vitenskapelig artikkel
  • Nichele, Stefano; Giskeødegård, Andreas; Tufte, Gunnar. (2016) Evolutionary Growth of Genome Representations on Artificial Cellular Organisms with Indirect Encodings. Artificial Life
    Vitenskapelig artikkel
  • Knudsen, Martinius; Hendseth, Sverre; Tufte, Gunnar; Sandvig, Axel. (2021) Model-Free All-Source-All-Destination Learning as a Model for Biological Reactive Control. MIC Journal: Modeling, Identification and Control
    Vitenskapelig artikkel
  • Stepney, Susan; Diaconescu, Ada; Doursat, René; Giavitto, Jean-Louis; Kowaliw, Taras; Leyser, Ottoline; MacLennan, Bruce; Michel, Olivier; Miller, Julian F.; Nikolic, Igor. (2012) Gardening Cyber-Physical Systems. Lecture Notes in Computer Science (LNCS)
    Konferanseabstract
  • Knudsen, Martinius; Hendseth, Sverre; Tufte, Gunnar; Sandvig, Axel. (2021) Global asymptotic stabilization of a pendulum using a single Lyapunov proportional bang-bang control strategy. Measurement and Control
    Vitenskapelig artikkel
  • Tufte, Gunnar; Haddow, Pauline. (2004) Biologically-inspired: A rule-based self-reconfiguration of a virtex chip. Lecture Notes in Computer Science (LNCS)
    Vitenskapelig artikkel
  • Antonakopoulos, Konstantinos; Tufte, Gunnar. (2011) A Common Genetic Representation Capable Of Developing Distinct Computational Architectures. IEEE Transactions on Evolutionary Computation
    Vitenskapelig artikkel
  • Knudsen, Martinius; Hendseth, Sverre; Tufte, Gunnar; Sandvig, Axel. (2019) Viewing Rate-Based Neurons as Biophysical Conductance Outputting Models. Lecture Notes in Computer Science (LNCS)
    Vitenskapelig artikkel
  • Aven, Thomas; Jensen, Johannes Høydahl; Tufte, Gunnar. (2024) Lattice reservoirs: symmetry breaking and information flow in physical reservoir computing. ALIFE : Proceedings of the Artificial Life Conference
    Vitenskapelig artikkel
  • Tufte, Gunnar; Gangvik, Espen. (2008) Trans<->Former #13: Exploration and Adaptation of Evolution Expressed in a Dynamic Sculpture. Lecture Notes in Computer Science (LNCS)
    Vitenskapelig artikkel
  • Tufte, Gunnar; Haddow, Pauline. (2007) Extending Artificial Development: Exploiting Environmental information for the achievement of Phenotypic Plasticity. Lecture Notes in Computer Science (LNCS)
    Vitenskapelig artikkel

Del av bok/rapport

  • Penty, Arthur George; Jensen, Johannes Høydahl; Tufte, Gunnar. (2025) Artificial Life in-materio.
    Vitenskapelig kapittel
  • Laketic, Dragana; Tufte, Gunnar. (2010) Achieving Robustness in Adaptive Systems - Can Hierarchies Help?.
    Vitenskapelig kapittel
  • Nichele, Stefano; Tufte, Gunnar. (2010) Trajectories and Attractors as Specification for the Evolution of Behavior in Cellular Automata.
    Vitenskapelig kapittel
  • Tufte, Gunnar. (2009) The Discrete Dynamics of Developmental Systems.
    Vitenskapelig kapittel
  • Santini, Cristina Costa; Tufte, Gunnar; Haddow, Pauline. (2009) Bio-inspired Reverse Engineering of Regulatory Networks.
    Vitenskapelig kapittel
  • Nichele, Stefano; Laketic, Dragana; Lykkebø, Odd Rune Strømmen; Tufte, Gunnar. (2015) Is There Chaos in Blobs of Carbon Nanotubes Used to Perform Computation?.
    Vitenskapelig kapittel
  • Laketic, Dragana; Tufte, Gunnar; Nichele, Stefano; Lykkebø, Odd Rune Strømmen. (2015) Bringing Colours to the Black Box - A Novel Approach to Explaining Materials for Evolution-in-Materio.
    Vitenskapelig kapittel
  • Antonakopoulos, Konstantinos; Tufte, Gunnar. (2012) Is Common Developmental Genome a Panacea Towards More Complex Problems?.
    Vitenskapelig kapittel
  • Nichele, Stefano; Wold, Håkon Hjelde; Tufte, Gunnar. (2014) Investigation of Genome Parameters and Sub-Transitions to Guide Evolution of Artificial Cellular Organisms.
    Vitenskapelig kapittel
  • Laketic, Dragana; Tufte, Gunnar. (2010) Autonomous Adaptive Cell in Silicon Inspired by a Model of Minimal Living System.
    Vitenskapelig kapittel
  • Tufte, Gunnar. (2002) Evolusjonær maskinvare.
    Kapittel i oppslagsverk
  • Jaccheri, Letizia; Trifonova, Anna; Tufte, Gunnar; Gangvik, Espen. (2008) The Open Wall.
    Vitenskapelig kapittel
  • Pontes-Filho, Sidney; Yazidi, Anis; Zhang, Jianhua; Hammer, Hugo Lewi; Mello, Gustavo; Sandvig, Ioanna; Nichele, Stefano; Tufte, Gunnar. (2019) A general representation of dynamical systems for reservoir computing.
    Vitenskapelig kapittel
  • Laketic, Dragana; Tufte, Gunnar. (2010) Improving Robustness to Environmental Fluctuations - Dynamical Hierarchies Included.
    Vitenskapelig kapittel
  • Lykkebø, Odd Rune Strømmen; Tufte, Gunnar. (2016) Evolution-in-Materio of a dynamical system with dynamical structures.
    Vitenskapelig kapittel
  • Farstad, Sigve Sebastian; Nichele, Stefano; Tufte, Gunnar. (2016) Towards Standalone In-Materio Devices: Stable Logic Gates and Elementary Cellular Automata in Carbon Nanotubes Material.
    Vitenskapelig kapittel
  • Aaser, Peter; Knudsen, Martinius; Ramstad, Ola Huse; van de Wijdeven, Rosanne; Nichele, Stefano; Sandvig, Ioanna; Tufte, Gunnar; Bauer, Ulrich Stefan; Halaas, Øyvind; Hendseth, Sverre. (2017) Towards Making a Cyborg: A Closed-Loop Reservoir-Neuro System.
    Vitenskapelig kapittel
  • Lykkebø, Odd Rune Strømmen; Tufte, Gunnar. (2014) Comparison and Evaluation of Signal Representations for a Carbon Nanotube Computational Device.
    Vitenskapelig kapittel
  • Pontes-Filho, Sidney; Lind, Pedro; Yazidi, Anis; Zhang, Jianhua; Hammer, Hugo Lewi; Mello, Gustavo; Sandvig, Ioanna; Tufte, Gunnar; Nichele, Stefano. (2020) EvoDynamic: A Framework for the Evolution of Generally Represented Dynamical Systems and Its Application to Criticality.
    Vitenskapelig kapittel
  • Antonakopoulos, Konstantinos; Tufte, Gunnar. (2011) A Common Genetic Representation Capable of Developing Distinct Computational Architectures.
    Vitenskapelig kapittel
  • Mohid, Maktuba; Miller, Julian; Harding, Simon; Tufte, Gunnar; Lykkebø, Odd Rune Strømmen; Massey, Mark K.; Petty, Michael C.. (2014) Evolution-in-materio: Solving function optimization problems using materials.
    Vitenskapelig kapittel
  • Nichele, Stefano; Risi, Sebastian; Tufte, Gunnar; Beloff, Laura. (2017) Towards a Plant Bio-Machine.
    Vitenskapelig kapittel
  • Nichele, Stefano; Tufte, Gunnar. (2015) Morphogenesis and Replication of Multi-Cellular Organisms with Evolved Variable Length Self-Modifying Genomes.
    Vitenskapelig kapittel
  • Lykkebø, Odd Rune Strømmen; Nichele, Stefano; Tufte, Gunnar. (2015) An Investigation of Square Waves for Evolution in Carbon Nanotubes Material.
    Vitenskapelig kapittel
  • Penty, Arthur George; Tufte, Gunnar. (2021) A Representation of Artificial Spin Ice for Evolutionary Search.
    Vitenskapelig kapittel
  • Antonakopoulos, Konstantin; Tufte, Gunnar. (2009) Possibilities and Contraints of Basic Computational Units in Developmental Systems.
    Vitenskapelig kapittel
  • Nichele, Stefano; Tufte, Gunnar. (2013) Measuring Phenotypic Structural Complexity of Artificial Cellular Organisms. Approximation of Kolmogorov Complexity with Lempel-Ziv Compression.
    Vitenskapelig kapittel
  • Laketic, Dragana; Tufte, Gunnar. (2009) LIVING SYSTEMS’ ORGANISATION AND PROCESSES FOR ACHIEVING ADAPTATION Principles to Borrow from Biology.
    Vitenskapelig kapittel
  • Tufte, Gunnar; Haddow, Pauline. (2007) Achieving environmental tolerance through the initiation and exploitation of external information.
    Vitenskapelig kapittel
  • Tufte, Gunnar; Nichele, Stefano. (2011) On the correlations between developmental diversity and genomic composition.
    Vitenskapelig kapittel
  • Tufte, Gunnar. (2009) From Evo to EvoDevo: Mapping and Adaptation in Artificial Development.
    Vitenskapelig kapittel
  • Laketic, Dragana; Tufte, Gunnar; Haddow, Pauline. (2009) Stochastic Adaptation to Environmental Changes Supported by Endocrine System Principles.
    Vitenskapelig kapittel
  • Laketic, Dragana; Tufte, Gunnar. (2009) Adapting to Fluctuating Environments - Learning from Living Systems.
    Vitenskapelig kapittel
  • Antonakopoulos, Konstantinos; Tufte, Gunnar. (2014) Investigation of Developmental Mechanisms in Common Developmental Genomes.
    Vitenskapelig kapittel
  • Haddow, Pauline; Tufte, Gunnar; Remortel, Piet van. (2003) Evolvable Hardware: Pumping Life into Dead Silicon.
    Vitenskapelig kapittel
  • Haddow, Pauline; Tufte, Gunnar. (2001) Bridging the Genotype-Phenotype Mapping for Digital FPGAs.
    Vitenskapelig kapittel
  • Tufte, Gunnar. (2008) Evolution, Development and Environment Toward Adaptation through Phenotypic Plasticity and Exploitation of External Information.
    Vitenskapelig kapittel
  • Jensen, Johannes Høydahl; Folven, Erik; Tufte, Gunnar. (2018) Computation in artificial spin ice.
    Vitenskapelig kapittel
  • Jensen, Johannes; Tufte, Gunnar. (2017) Reservoir Computing with a Chaotic Circuit.
    Vitenskapelig kapittel
  • Tufte, Gunnar. (2008) Phenotypic, Developmental and Computational Resources: Scaling in Artificial Development.
    Vitenskapelig kapittel
  • Laketic, Dragana; Tufte, Gunnar. (2017) Evolution-in-materio computations: Hierarchies rising from electron dynamics in carbon nanotubes.
    Vitenskapelig kapittel
  • Nichele, Stefano; Tufte, Gunnar. (2014) Evolutionary Growth of Genomes for the Development and Replication of Multicellular Organisms with Indirect Encoding.
    Vitenskapelig kapittel
  • Nichele, Stefano; Tufte, Gunnar. (2013) Evolution of Incremental Complex Behavior on Cellular Machines.
    Vitenskapelig kapittel
  • Tufte, Gunnar. (2009) Evolvable Machines: An EvoDevo Approach.
    Vitenskapelig kapittel
  • Tufte, Gunnar. (2006) Gene Regulation Mechanisms Introduced in the Evaluation Criteria for a Hardware Cellular Development System.
    Vitenskapelig kapittel
  • Tufte, Gunnar. (2006) Cellular Development: A Search for Functionality.
    Vitenskapelig kapittel
  • Tufte, Gunnar; Thomassen, Joacim. (2006) Size Matters: Scaling of Organisms and Genomes for Development of Emergent Structures.
    Vitenskapelig kapittel
  • Nichele, Stefano; Glover, Tom; Tufte, Gunnar. (2016) Genotype Regulation by Self-modifying Instruction-Based Development on Cellular Automata.
    Vitenskapelig kapittel
  • Nichele, Stefano; Lykkebø, Odd Rune Strømmen; Tufte, Gunnar. (2015) An Investigation of Underlying Physical Properties Exploited by Evolution in Nanotubes Materials.
    Vitenskapelig kapittel
  • Antonakopoulos, Konstantinos; Tufte, Gunnar. (2012) On the Evolvability of Different Computational Architectures using a Common Developmental Genome.
    Vitenskapelig kapittel
  • Laketic, Dragana; Tufte, Gunnar; Lykkebø, Odd Rune Strømmen; Nichele, Stefano. (2016) An Explanation of Computation - Collective Electrodynamics in Blobs of Carbon Nanotubes.
    Vitenskapelig kapittel
  • Laketic, Dragana; Tufte, Gunnar. (2016) A hierarchical view on Evolution-In-Materio computations.
    Vitenskapelig kapittel
  • Nichele, Stefano; Tufte, Gunnar. (2012) Genome Parameters as Information to Forecast Emergent Developmental Behaviors.
    Vitenskapelig kapittel

Studentoppgave eller avhandling

  • Tufte, Gunnar. (2004) Development of Digital Circuits on a Virtual Sblock FPGA. NTNU
    Doktoravhandling
  • Filho, Sidney Pontes; Nichele, Stefano; Yazidi, Anis; Zhang, Jianhua; Hammer, Hugo Lewi; Sandvig, Ioanna; Tufte, Gunnar. (2023) Optimization of dynamical systems towards criticality and intelligent behavior. Norges teknisk-naturvitenskapelige universitet
    Doktoravhandling
  • Nichele, Stefano; Tufte, Gunnar. (2015) Evolvability, Complexity and Scalability of Cellular Evolutionary and Developmental Systems. Norges teknisk-naturvitenskapelige universitet
    Doktoravhandling
  • Sandvig, Axel; Sandvig, Ioanna; Tufte, Gunnar; Ramstad, Ola Huse. (2020) Neural disorder at the edge of chaos. Norges teknisk-naturvitenskapelige universitet
    Doktoravhandling
  • Djupdal, Asbjørn; Tufte, Gunnar; Aunet, Snorre. (2003) Konstruksjon av maskinvare for kjøring av sblokk-baserte eksperimenter. NTNU
    Masteroppgave
  • Heiney, Kristine; Nichele, Stefano; Sandvig, Ioanna; Tufte, Gunnar. (2023) Deciphering and emulating neuronal communication: Population-level computation from elemental interactions. NTNU
    Doktoravhandling

Undervisning

Emner

  • DT8123 - Avansert databehandling
  • DT8809 - Bærekraft i datateknologi og informatikk
  • DT8114 - PhD-seminar i datateknikk og informasjonsvitenskap

Formidling

2026

  • Foredrag
    Jensen, Johannes Høydahl; Breivik, Ida; Penty, Arthur George; Strømberg, Anders; Kaarbø, Henrik Tidemann; Bhandari, Dheerendra Singh; Dale, Thea Marie; Själander, Magnus; Tufte, Gunnar; Folven, Erik. (2026) Directional Artificial Spin Ice. Online Artificial Spin Ice Sessions
  • Konferanseposter
    Jensen, Johannes Høydahl; Breivik, Ida; Penty, Arthur George; Strømberg, Anders; Kaarbø, Henrik Tidemann; Bhandari, Dheerendra Singh; Dale, Thea Marie; Själander, Magnus; Tufte, Gunnar; Folven, Erik. (2026) Directional Artificial Spin Ice. EEE International Magnetics Conference (INTERMAG 2026)

2025

  • Konferanseposter
    Bhandari, Dheerendra Singh; Strømberg, Anders; Breivik, Ida; Penty, Arthur George; Jensen, Johannes Høydahl; Foerster, Michael; Tufte, Gunnar; Folven, Erik. (2025) Clocking of emergent magnetic monopoles in Square ASI. Frontiers in Artificial Spin Ice 2025
  • Konferanseposter
    Penty, Arthur George; Jensen, Johannes Høydahl; Breivik, Ida; Strømberg, Anders; Folven, Erik; Tufte, Gunnar. (2025) Controllable Gliders in ASI. Frontiers in Artificial Spin Ice 2025

2024

  • Konferanseforedrag
    Bhandari, Dheerendra Singh; Strømberg, Anders; Breivik, Ida; Penty, Arthur George; Jensen, Johannes Høydahl; Foerster, Micheal; Tufte, Gunnar; Folven, Erik. (2024) Clocking Emergent magnetic monopole in square Artificial Spin Ice. 25th International Colloquium on Magnetic Films and Surfaces -ICMFS2024

2023

  • Konferanseforedrag
    Jensen, Johannes Høydahl; Strømberg, Anders; Breivik, Ida; Penty, Arthur George; Folven, Erik; Tufte, Gunnar; Foerster, Michael; Nino, Miguel Angel; Khaliq, Muhammad Waqas. (2023) Material computation and magnetic metamaterials: Clocked dynamics in artificial spin ice. Current Research in Magnetism 2023: Magnetic Neuromorphic Computing
  • Konferanseforedrag
    Breivik, Ida; Jensen, Johannes Høydahl; Strømberg, Anders; Penty, Arthur George; Nino, Miguel Angel; Foerster, Micheal; Tufte, Gunnar; Folven, Erik. (2023) Controlled Domain Dynamics in Artificial Spin Ice. Norwegian NanoSymposium 2023
  • Konferanseforedrag
    Breivik, Ida; Jensen, Johannes Høydahl; Strømberg, Anders; Penty, Arthur George; Nino, Miguel Angel; Foerster, Micheal; Tufte, Gunnar; Folven, Erik. (2023) Stepwise Domain Growth in Artificial Spin Ice. Joint European Magnetic Symposia
  • Konferanseposter
    Strømberg, Anders; Breivik, Ida; Jensen, Johannes Høydahl; Lykkebø, Odd Rune Strømmen; Penty, Arthur George; Leliaert, Jonathan; Själander, Hans Magnus; Folven, Erik; Tufte, Gunnar. (2023) flatspin: A Simulation Framework for Artificial Spin Systems. Frontiers in Artificial Spin Ice Workshop
  • Konferanseforedrag
    Jensen, Johannes Høydahl; Strømberg, Anders; Lykkebø, Odd Rune Strømmen; Penty, Arthur George; Leliaert, Jonathan; Själander, Hans Magnus; Folven, Erik; Tufte, Gunnar. (2023) flatspin: A Large-Scale Artificial Spin Ice Simulator. IEEE Advances in Magnetics 2023

2022

  • Konferanseforedrag
    Tufte, Gunnar. (2022) On Unconventional Computing: Artificial Spin Ice (ASI). Unconventional Computing - Erice
  • Konferanseforedrag
    Tufte, Gunnar. (2022) Future scenarios and AI: Material computation Unconventional computation Bio-inspired AI. Artificial Intelligence and Design Thinking

2021

  • Konferanseforedrag
    Heiney, Kristine; Tufte, Gunnar; Nichele, Stefano. (2021) On Artificial Life and Emergent Computation in Physical Substrates. International Conference on High Performance Computing & Simulation
  • Konferanseforedrag
    Tufte, Gunnar. (2021) Material Computation: Matter, Models and Metrics. Norwegian Artificial Intelligence Research Consortium
  • Konferanseforedrag
    Tufte, Gunnar. (2021) Future scenarios and AI. Artificial Intelligence and Design Thinking
  • Konferanseforedrag
    Penty, Arthur George; Tufte, Gunnar. (2021) Sculpting the Spin Ice for Computation. The International Conference on Unconventional Computation and Natural Computation (UCNC)
  • Deltakelse i radio- eller TV
    NTNU, NTNU; Tufte, Gunnar; Ramampiaro, Heri. (2021) Hvor smart er kunstig intelligens‪?.

2020

  • Konferanseforedrag
    Vie, Knut Jørgen; Thorstensen, Erik; Gjefsen, Mads Dahl; Nichele, Stefano; Tufte, Gunnar. (2020) Ethical Tissues. The 32nd annual workshop of the Swedish Artificial Intelligence Society
  • Konferanseforedrag
    Pontes-Filho, Sidney; Lind, Pedro; Yazidi, Anis; Zhang, Jianhua; Hammer, Hugo Lewi; Mello, Gustavo; Sandvig, Ioanna; Tufte, Gunnar; Nichele, Stefano. (2020) EvoDynamic: A Framework for the Evolution of Generally Represented Dynamical Systems and Its Application to Criticality. 23rd European Conference on the Applications of Evolutionary and bio-inspired Computation
  • Foredrag
    Tufte, Gunnar. (2020) Computing and materials for thought processes. BRAIN Talks
  • Konferanseforedrag
    Jensen, Johannes Høydahl; Strømberg, Anders; Lykkebø, Odd Rune Strømmen; Penty, Arthur George; Själander, Magnus; Folven, Erik; Tufte, Gunnar. (2020) Introducing flatspin. Enabling Large Scale Dynamical Artificial Spin Ice Simulations. Magnetism and Magnetic Materials 2020

2019

  • Konferanseposter
    Christiansen, Nicholas; Nichele, Stefano; Tufte, Gunnar; Sandvig, Ioanna; Sandvig, Axel. (2019) Using computer models to infer disease pathology in in vitro models of amyotrophic lateral sclerosis. The 7th National PhD Conference in Neuroscience
  • Konferanseposter
    Strømberg, Anders; Penty, Arthur George; Jensen, Johannes Høydahl; Lykkebø, Odd Rune Strømmen; Själander, Magnus; Tufte, Gunnar; Folven, Erik. (2019) Unconventional Computing with Artificial Spin Ice. Frontiers in Artificial Spin Ice
  • Konferanseforedrag
    Pontes-Filho, Sidney; Yazidi, Anis; Zhang, Jianhua; Hammer, Hugo Lewi; Mello, Gustavo; Sandvig, I.; Tufte, Gunnar; Nichele, Stefano. (2019) A general representation of dynamical systems for reservoir computing. Workshop on Novel Substrates and Models for the Emergence of Developmental, Learning and Cognitive Capabilities, 9th Joint IEEE Int Conf. on Development and Learning and on Epigenetic Robotics (IEEE ICDL-EPIROB 2019)
  • Konferanseforedrag
    Strømberg, Anders; Digernes, Einar; Slöetjes, Samuel Dingeman; Jensen, Johannes Høydahl; Tufte, Gunnar; Grepstad, Jostein; Folven, Erik. (2019) Magnetic Force Microscopy of Intermediate Angle Pinwheel Artificial Spin Ice. Joint European Magnetic Symposia 2019
  • Konferanseforedrag
    Strømberg, Anders; Digernes, Einar; Jensen, Johannes Høydahl; Tufte, Gunnar; Grepstad, Jostein; Folven, Erik. (2019) Co-existing Ferromagnetic-Antiferromagnetic Order in a Magnetic Metamaterial. Norwegian NanoSymposium 2019
  • Konferanseposter
    Christiansen, Nicholas; Nichele, Stefano; Tufte, Gunnar; Sandvig, Ioanna; Sandvig, Axel. (2019) Using computer models to infer disease pathology in in vitro models of amyotrophic lateral sclerosis. 3rd Nordic Neuroscience Meeting
  • Konferanseforedrag
    Strømberg, Anders; Jensen, Johannes Høydahl; Tufte, Gunnar; Folven, Erik. (2019) Long-Range Order in Tightly Packed Pinwheel Artificial Spin Ice. NanoNetwork 2019
  • Foredrag
    Tufte, Gunnar. (2019) Maverick machines: From Matter to Inteligence. Catch IDI!
  • Konferanseposter
    Schiro, Lars Erik; Bauer, Ulrich Stefan; Tufte, Gunnar; Sandvig, Axel; Sandvig, Ioanna. (2019) Alterations in functional spinal cord circuitry in response to injury. 3rd Nordic Neuroscience Meeting
  • Foredrag
    Tufte, Gunnar. (2019) SOCRATES AI-grunnforskning. Norwegian Open AI Lab. Presentasjon/diskusjon med Kommunal- og moderniseringsdepartementet (Digitaliseringsminister)
  • Konferanseposter
    Heiney, Kristine; Valderhaug, Vibeke Devold; Sandvig, Ioanna; Tufte, Gunnar; Hammer, Hugo Lewi; Nichele, Stefano. (2019) Evaluating the criticality of neuronal networks toward the identification of pathological conditions. 3rd Nordic Neuroscience Meeting
  • Intervju
    Meland, Stein Inge; Tufte, Gunnar. (2019) Bygg datamaskiner slik hjernen fungerer.
  • Deltakelse i radio- eller TV
    Creed, Ida; Tufte, Gunnar. (2019) Kople samen meneskehjerner og maskiner.
  • Konferanseforedrag
    Tufte, Gunnar. (2019) Neurons and nano systems: the next computer?. The Big Challenge Science festival
  • Konferanseforedrag
    Lykkebø, Odd Rune Strømmen; Jensen, Johannes Høydahl; Penty, Arthur George; Strømberg, Anders; Själander, Magnus; Folven, Erik; Tufte, Gunnar. (2019) Emergent computation on a magnetic lattice. First International Workshop on Theoretical and Experimental Material Computing (TEMC 2019)
  • Konferanseforedrag
    Heiney, Kristine; Valderhaug, Vibeke Devold; Ramstad, Ola Huse; Sandvig, Ioanna; Sandvig, Axel; Tufte, Gunnar; Hammer, Hugo Lewi; Nichele, Stefano. (2019) Evaluation of the criticality of in vitro neuronal networks: Toward an assessment of computational capacity. IEEE ICDL-EpiRob 2019 - Workshop on Novel Substrates and Models for the Emergence of Developmental, Learning and Cognitive Capabilities

2018

  • Konferanseforedrag
    Tufte, Gunnar. (2018) From self-organising matter to thinking machines. Presentasjon for UiB
  • Intervju
    Pål, Buset; Tufte, Gunnar; Downing, Keith; Bringsværd, Tor Åge; Andersen, Håkon With. (2018) Våre barn Maskinene.
  • Konferanseforedrag
    Tufte, Gunnar. (2018) Maverick Machines: from Self-organising Materials to Intelligence. Autonomy Day 2018 – 2nd Workshop on Autonomous and Adaptive Systems
  • Konferanseposter
    Ramstad, Ola Huse; Jarlsdottir, Sigrun; Wijdeven, Rosanne Francisca van de; Tufte, Gunnar; Sandvig, Ioanna; Sandvig, Axel. (2018) Investigating the effect of axotomy on motoneuron network dynamics. FENS 2018
  • Deltakelse i radio- eller TV
    NRK, P2; Tufte, Gunnar; Åm, Heidrun; hareide, dag; Grinde, Bjørn. (2018) Vestfrontmøtet: Vil du oppgradere til kroppen 2.0?.
  • Konferanseforedrag
    Strømberg, Anders; Jensen, Johannes Høydahl; Digernes, Einar; Tufte, Gunnar; Folven, Erik. (2018) Unconventional Computing with Artificial Spin Ice. NTNU Nano Symposium 2018
  • Konferanseposter
    Ramstad, Ola Huse; Jarlsdottir, Sigrun; Wijdeven, Rosanne Francisca van de; Tufte, Gunnar; Sandvig, Ioanna; Sandvig, Axel. (2018) Investigating the effect of axotomy on motoneuron networks. Norwegian School of Neuroscience PhD conference

2017

  • Intervju
    Wetlesen, Karin Johanne; Tufte, Gunnar; Nichele, Stefano; Sandvig, Ioanna; Stavdahl, Øyvind. (2017) Roboter med menneskelige hjerneceller er ikke lenger bare fantasi fra sience fiction.
  • Foredrag
    Sandvig, Ioanna; Tufte, Gunnar. (2017) Robotics - The NTNU Cyborg fusing neuroscience and automation. Statoil's CIUS day
  • Foredrag
    Nichele, Stefano; Ose, Mathias Berild; Risi, Sebastian; Tufte, Gunnar. (2017) CA-NEAT: An Evolved Cellular Automata Morphogenetic System Based On Compositional Pattern-Producing Network Developmental Mappings. 7th Morphogenetic Engineering Workshop (MEW) at ECAL 2017
  • Konferanseposter
    Bauer, Ulrich Stefan; van de Wijdeven, Rosanne; Ramstad, Ola Huse; Tufte, Gunnar; Nichele, Stefano; Sandvig, Ioanna; Sandvig, Axel. (2017) Developing an engineered neural network model to use in the study of Amyotrophic Lateral Sclerosis (ALS). 5th NRSN PhD Conference
  • Intervju
    Wolden, Grete; Brandslet, Steinar; Nichele, Stefano; Tufte, Gunnar; Aaser, Peter; Knudsen, Martinius; Hendseth, Sverre; Sandvig, Ioanna; Ramstad, Ola Huse; van de Wijdeven, Rosanne. (2017) I, Cyborg.
  • Konferanseposter
    Bauer, Ulrich Stefan; Ramstad, Ola Huse; Tufte, Gunnar; Nichele, Stefano; Sandvig, Ioanna; Sandvig, Axel. (2017) Developing an Engineered Neural Network Model for the Study of ALS. Nordic Neuroscience 2017
  • Intervju
    Wolden, Grete; Nichele, Stefano; Tufte, Gunnar; Aaser, Peter; Knudsen, Martinius; Hendseth, Sverre; Sandvig, Ioanna; Ramstad, Ola Huse; van de Wijdeven, Rosanne; Åm, Heidrun. (2017) Denne roboten blir styrt av levende hjerneceller.
  • Intervju
    Joakimsen, Trygve Strand; Lystad, Malin Sveinsdotter; Nichele, Stefano; Tufte, Gunnar; Aaser, Peter; Knudsen, Martinius; Hendseth, Sverre; Sandvig, Ioanna; Ramstad, Ola Huse; van de Wijdeven, Rosanne. (2017) Lager krysning mellom menneske og maskin.
  • Intervju
    Meland, Svein Inge; Nichele, Stefano; Tufte, Gunnar; Aaser, Peter; Knudsen, Martinius; Hendseth, Sverre; Sandvig, Ioanna; Ramstad, Ola Huse; van de Wijdeven, Rosanne; Åm, Heidrun. (2017) NTNU skal lage en ekte Kyborg.
  • Intervju
    Wolden, Grete; Brandslet, Steinar; Nichele, Stefano; Tufte, Gunnar; Aaser, Peter; Knudsen, Martinius; Hendseth, Sverre; Sandvig, Ioanna; Ramstad, Ola Huse; van de Wijdeven, Rosanne. (2017) Forskere ved NTNU utvikler en robot som skal styres av levende hjerneceller.
  • Intervju
    Wolden, Grete; Brandslet, Steinar; Nichele, Stefano; Tufte, Gunnar; Aaser, Peter; Knudsen, Martinius; Hendseth, Sverre; Sandvig, Ioanna; Ramstad, Ola Huse; van de Wijdeven, Rosanne. (2017) Jeg, Kyborg.
  • Konferanseposter
    Ramstad, Ola Huse; Sandvig, Ioanna; Nichele, Stefano; Tufte, Gunnar; Sandvig, Axel. (2017) Modelling dynamics of motoneuron networks and spinal cord injury in vitro. Nordic Neuroscience 2017
  • Konferanseforedrag
    Knudsen, Martinius; Aaser, Peter; Ramstad, Ola Huse; Tufte, Gunnar; Valderhaug, Vibeke Devold. (2017) NTNU Cyborg på UKA Technology Conference. UKA Technology Conference

2016

  • Konferanseposter
    Laketic, Dragana; Tufte, Gunnar. (2016) Hierarchical Dynamics Exhibited by Evolution-In-Materio Systems. Unconventional Computation and Natural Computation, UCNC 2016
  • Konferanseposter
    Jordal, Iver; Tufte, Gunnar; Brandtsegg, Øyvind. (2016) EVOLVING NEURAL NETWORKS FOR CROSS-ADAPTIVE AUDIO EFFECTS. AES Workshop on Intelligent Music Production, London, UK, 13 September 2016
  • Deltakelse i radio- eller TV
    Tarjem, Guro; Stavdahl, Øyvind; Knudsen, Martinius; Nichele, Stefano; Tufte, Gunnar; Ramstad, Ola Huse; Sandvig, Ioanna. (2016) Norsk robot får hjerneceller fra mennesker.

2015

  • Konferanseposter
    Laketic, Dragana; Tufte, Gunnar. (2015) An Explanation of Computation - Collective Electrodynamics in Blobs of Carbon Nanotubes. 9th EAI International Conference on Bio-inspired Information and Communications Technologies (formerly BIONETICS)

2014

  • Foredrag
    Lykkebø, Odd Rune Strømmen; Tufte, Gunnar; Miller, Julian; Harding, Simon. (2014) Evolution in materials. ALIFE2014

2009

  • Konferanseforedrag
    Tufte, Gunnar. (2009) The Discrete Dynamics of Developmental Systems. IEEE Congress on Evolutionary Computation (IEEE CEC 2009)
  • Konferanseforedrag
    Tufte, Gunnar. (2009) Evolvable Machines: An EvoDevo Approach. Norwegian Artificial Intelligence Symposium
  • Konferanseforedrag
    Tufte, Gunnar. (2009) LIVING SYSTEMS’ ORGANISATION AND PROCESSES FOR ACHIEVING ADAPTATION Principles to Borrow from Biology. Internationl Joint Conference on Computational Inteligence.

2008

  • Konferanseforedrag
    Tufte, Gunnar. (2008) Virtual reality based prototyping of emergent behaviour in robots. Industrial Gaming 08
  • Konferanseposter
    Tufte, Gunnar. (2008) Trans<->Former #13: Exploration and Adaptation of Evolution Expressed in a Dynamic Sculpture. EvoStar 2008
  • Konferanseforedrag
    Haddow, Pauline; Tufte, Gunnar. (2008) Evolvable Hardware: A Tool for Reverse Engineering of Biological Systems. International conference from biology to hardware: evolvable systems (ICES 2008)
  • Konferanseforedrag
    Jaccheri, Letizia; Trifonova, Anna; Tufte, Gunnar; Gangvik, Espen. (2008) The Open Wall. The 3rd International Conference on Digital Live Art -- (re)Actor3
  • Konferanseforedrag
    Tufte, Gunnar. (2008) Phenotypic, Developmental and Computational Resources: Scaling in Artificial Development. GECCO 2008
  • Konferanseforedrag
    Tufte, Gunnar. (2008) Evolution, Development and Environment Toward Adaptation through Phenotypic Plasticity and Exploitation of External Information. Artificial life XI The Eleventh International Conference on the Simulation and Synthesis of Living Systems
  • Konferanseforedrag
    Tufte, Gunnar. (2008) Discovery and Investigation of Inherent Scalability in Developmental Genomes. The 8th International Conference on Evolvable Systems: From Biology to Hardware

2007

  • Konferanseforedrag
    Haddow, Pauline; Tufte, Gunnar. (2007) Extending Artificial Development: Exploiting Environmental Information for the Achievement of Phenotypic Plasticity. foredrag
  • Konferanseforedrag
    Haddow, Pauline; Tufte, Gunnar. (2007) Achieving a Simple Development Model for 3D Shapes: Are Chemicals Necessary?. GECCO 2007

2006

  • Konferanseforedrag
    Tufte, Gunnar. (2006) Cellular Development: A Search for Functionality. CEC 2006
  • Konferanseforedrag
    Tufte, Gunnar. (2006) Gene Regulation Mechanisms Introduced in the Evaluation Criteria for a Hardware Cellular Development System. AHS 2006

2005

  • Deltakelse i radio- eller TV
    Tufte, Gunnar. (2005) Mikroprosessorar ? ein del av kvardagen.

2003

  • Konferanseposter
    Haddow, Pauline; Downing, Keith; Aunet, Snorre; Tufte, Gunnar; Hartmann, Morten; Remortel, Piet van; Petrovic, Pavel; Federici, Diego; Eskelund, Frode; Jørgensen, Katarina. (2003) Complex Adaptive Organically-Inspired Systems (CAOS) Group. 2003 NASA / DoD Conference on Evolvable Hardware
  • Konferanseforedrag
    Tufte, Gunnar; Haddow, Pauline. (2003) Building Knowledge into Developmental Rules for Circuite Design. Evolvable Systems: From Biology to Hardware, 5th International Conference, ICES2003
  • Konferanseforedrag
    Tufte, Gunnar; Haddow, Pauline. (2003) Identification of Functionality during Development on a Virtual Sblock FPGA. 2003 Congress on Evolutionary Computation, CEC 2003
  • Konferanseposter
    Haddow, Pauline; Downing, Keith; Tufte, Gunnar; Hartmann, Morten; remortel, Piet Van; Petrovic, Pavel; Federici, Diego; Eskelund, Frode; Jørgensen, Katarina; Aunet, Snorre. (2003) Complex Adaptive Organically-Inspired Systems (CAOS) Group. NASA / DoD Conference on Evolvable Hardware

2002

  • Konferanseposter
    Haddow, Pauline; Downing, Keith; Tufte, Gunnar; Hartmann, Morten; remortel, Piet Van; Petrovic, Pavel; Federici, Diego; Eskelund, Frode; Jørgensen, Katarina; Aunet, Snorre. (2002) Complex Adaptive Organically-Inspired Systems (CAOS) Group. NASA / DoD Conference on Evolvable Hardware
  • Konferanseposter
    Haddow, Pauline; Downing, Keith; Aunet, Snorre; Tufte, Gunnar; Hartmann, Morten; Remortel, Piet van; Petrovic, Pavel; Federici, Diego; Eskelund, Frode; Jørgensen, Katarina. (2002) Complex Adaptive Organically-Inspired Systems (CAOS) Group. 2002 NASA / DoD Conference on Evolvable Hardware

2001

  • Konferanseforedrag
    Haddow, Pauline; Tufte, Gunnar; Remortel, Piet van. (2001) Shrinking the Genotype: L-systems for EHW ?. The 4th International Conference on Evolvable Systems: From Biology to Hardware, ICES2001
  • Konferanseforedrag
    Haddow, Pauline; Tufte, Gunnar. (2001) Bridging the Genotype-Phenotype Mapping for Digital FPGAs. The Third NASA/DoD Workshop on Evolvable Hardware

2000

  • Konferanseforedrag
    Haddow, Pauline; Tufte, Gunnar. (2000) An evolvable hardware FPGA for adaptive hardware. The 2000 Congress on Evolutionary Computation
  • Konferanseforedrag
    Tufte, Gunnar; Haddow, Pauline. (2000) Evolving an adaptive digital filter. The Second NASA/DoD Workshop on Evolvable Hardware

1999

  • Konferanseforedrag
    Haddow, Pauline; Tufte, Gunnar. (1999) Evolving A Robot Controller in Hardware. Norsk Informatikk Konferanse, NIK'99
  • Konferanseforedrag
    Tufte, Gunnar; Haddow, Pauline. (1999) Prototyping a GA Pipeline for Complete Hardware Evolution. The first NASA/DoD Workshop on Evolvable Hardware

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