Emne - Nevrale nettverk - NEVR3004
NEVR3004 - Nevrale nettverk
Om emnet
Vurderingsordning
Vurderingsordning: Skriftlig skoleeksamen
Karakter: Bokstavkarakterer
Vurdering | Vekting | Varighet | Delkarakter | Hjelpemidler |
---|---|---|---|---|
Skriftlig skoleeksamen | 100/100 | 4 timer | D |
Faglig innhold
Neural data analysis and network models of brain functions are the primary focus of this course. We will review current computational models and how these models continue to develop together with experiments to further our understanding of the brain. The lectures will include the following topics:
- Principles of single neuron models: from point neurons to Hudgkin-Huxley
- Network models of memory: Hopfield Network, Attractor Networks of Spiking neurons, Balanced Networks
- Models of grid cells: Continuous attractor models and single neuron models
- Neural Coding: Information theory, role of correlated activity
The course involves writing an essay based on one of the topics covered in the course, or a topic agreed with the course coordinator. The essay must be written in the style of an academic article, reviewing the chosen topic, its historical development in relation to experiments, and also discussing at least one result (from published literature) related to the topic but not covered in the course.
The essays are due at the end of the course. The essay will be evaluated as pass/fail. The grade for the course will be determined from a written exam.
Læringsutbytte
After successfully passing the course, the student will be able to:
- understand the role of quantitative approaches to neural data analysis and neural modelling.
- think critically about theories and outstanding issues in the field of theoretical neurosciences.
- approach relevant methods and theories that are useful for his/her field of research.
- understand the relationship between major theoretical concepts in neuroscience and experimental data.
- grasp the historical steps taken for the development of major themes in theoretical.
Læringsformer og aktiviteter
The course is taught in the second half of the spring semester. The language of teaching and evaluation is English. This course has restricted admission. Students admitted to the MSc in Neuroscience are guaranteed a seat. Other students must apply for a seat by the given deadlines.
The course will consist of a set of lectures and a teacher assistant will be available during the semester at times to be determined together with the students.
In addition to the final exam an essay on one aspect of the course (of the students choosing) must be submitted.
This course has restricted admission. Students admitted to the MSc in Neuroscience are guaranteed a seat. Other students must apply for a seat by the given deadlines.
Obligatoriske aktiviteter
- Essay
Mer om vurdering
Regular final examination is given in the spring semester only. Students with legitimate leave of absence at the final examination and students who receive the grade F may take a re-sit examination in the autumn semester. In case of only a few candidates, the re-sit examination may be conducted as an oral examination.
Obligatory assignment: Essay.
Approved essay is a requirement for the students to take the final written exam. Approved obligatory assignment essay is valid for two academic years.
Compulsory activities from previous semester may be approved by the department.
Spesielle vilkår
Begrenset opptak til undervisning. For nærmere opplysninger: https://i.ntnu.no/wiki/-/wiki/Norsk/Opptak+til+adgangsbegrensede+emner
Anbefalte forkunnskaper
NEVR2010 (Introduction to neuroscience), NEVR3000 (Literacy in Science) or equivalent background. Familiarity with preliminary concepts in mathematics (see e.g. appendices A1 and A2 of the book Neural Networks and Brain Function by Rolls and Treves) or the book Cerebral Cortex by Edmund Rolls.
Forkunnskapskrav
Limited admission to classes. For more information: https://i.ntnu.no/wiki/-/wiki/English/Admission+to+courses+with+restricted+admission
Kursmateriell
To be announced.
Studiepoengreduksjon
Emnekode | Reduksjon | Fra | Til |
---|---|---|---|
NEVR3030 | 7.5 |
Ingen
Versjon: 1
Studiepoeng:
7.5 SP
Studienivå: Høyere grads nivå
Termin nr.: 1
Undervises: VÅR 2024
Spesiell frist for melding til undervisning: 01.12.2023
Undervisningsspråk: Engelsk
Sted: Trondheim
- Datateknikk og informasjonsvitenskap
- Nevrovitenskap
- Biologi
- Filosofi
- Fysikk
- Informatikk
- Kjemi
- Medisin
- Psykologi
Eksamensinfo
Vurderingsordning: Skriftlig skoleeksamen
- Termin Statuskode Vurdering Vekting Hjelpemidler Dato Tid Eksamens- system Rom *
- Høst UTS Skriftlig skoleeksamen 100/100 D 24.11.2023 09:00 INSPERA
-
Rom Bygning Antall kandidater SL310 hvit sone Sluppenvegen 14 1 - Vår ORD Skriftlig skoleeksamen 100/100 D 06.06.2024 15:00 INSPERA
-
Rom Bygning Antall kandidater SL111+SL210 Sluppenvegen 14 27
- * Skriftlig eksamen plasseres på rom 3 dager før eksamensdato. Hvis mer enn ett rom er oppgitt, finner du ditt rom på Studentweb.
For mer info om oppmelding til og gjennomføring av eksamen, se "Innsida - Eksamen"