Architectures of Intelligence

Faculteit Science and Engineering
Jaar 2021/22
Vakcode WBAI009-05
Vaknaam Architectures of Intelligence
Niveau(s) bachelor
Voertaal Engels
Periode semester I b
ECTS 5
Rooster rooster.rug.nl

Uitgebreide vaknaam Architectures of Intelligence
Leerdoelen At the end of this course, the student is able to:
- give insight in architectures of intelligence and their scientific status; formulate advantages and disadvantages of using different architectures
- develop simple to moderately complex models in a cognitive architecture
- compare simulation results to empirical data
Omschrijving An architecture of intelligence is an environment to simulate human intelligent behavior. Architectures are implementations of general theories of cognition that have the goal to cover the full spectrum of human cognition. The goals of this course are to give insight in these architectures and their scientific status, to gain some experience in building models using an architecture, and to compare simulation results to empirical data. After this course, students will be able to explain what a cognitive architecture is, give examples of cognitive architectures at different levels of abstraction (high level: the ACT-R architecture; low level: the Nengo architecture), and formulate advantages and disadvantages of using different architectures. In addition, they will be able to build simple to medium level complexity models in ACT-R, and simple models in Nengo. Finally, they are able to compare the results of these models (behavior, fMRI predictions) to human data.
Uren per week 7
Onderwijsvorm Hoorcollege (LC), Practisch werk (PRC), Werkcollege (T)
Toetsvorm Practisch werk (PR), Schriftelijk tentamen (WE)
(Grading is based on six assignments (10% each), and a written exam for the remaining 40%. Students must score at least half of the points on their examination (20/40).)
Vaksoort bachelor
Coördinator dr. J.P. Borst
Docent(en) dr. J.P. Borst
Verplichte literatuur
Titel Auteur ISBN Prijs
How to Build a Brain Chris Eliasmith 9780199794546 ca. €  36,00
How Can the Human Mind Occur in the Physical Universe? John Anderson 9780195324259 ca. €  40,00
Practical Reader on Nestor
Entreevoorwaarden Mandatory: No prior knowledge is assumed.
Advised: Some programming experience and introduction in either cognitive psychology or cognitive science.
Opmerkingen Artificial Intelligence (BSc) is a Fixed Quota (Numerus Fixus) programme. As a consequence, their courses (course code WBAI) are closed for students that are not registered under the AI BSc programme, unless the course is part of the mandatory curriculum of their programme. If you wish to take this course in your minor – or as part of a so-called ‘unofficial’ pre-master’s – please use the official procedure through the Board of Examiners form.
Opgenomen in
Opleiding Jaar Periode Type
BSc Artificial Intelligence 2 semester I b verplicht
BSc Courses for Exchange Students: AI - Computing Science - Mathematics - semester I b
Pre-master/Fast-track for MSc AI - CCS – CS - Math  (Computational Cognitive Science) - semester I b -