Neurocolloquium

Journal Club

Instructors: Mathis Lamarre, Anuja Negi, Fatma Deniz

Overview

Language English
Credits 3 ECTS
Lecture Period Oct 24 - Feb 13, 2024
Time Thursdays @ 3-4:30pm
Location MAR 5.044
ISIS link


Content

In the neurocolloquium, we read and discuss recent scientific publications from the field of computational cognitive neuroscience. A particular focus will be on literature that uses methods from the field of computer science and artificial intelligence as a means of modelling brain functions – in particular language – as represented in functional Magnetic Resonance Imaging (fMRI) data.

Learning outcomes

Students will become familiar with topics and debates within the field of language research and cognitive neuroscience. Furthermore, they will learn to read and discuss scientific articles and gain an understanding of how computational approaches can be applied to brain research.

Structure

Each week, one paper will be read in advance and discussed together in detail. At the beginning of the course, each student will be assigned one paper for which they will prepare a small presentation of the methods section which they will present prior to the discussion. Depending in the scope of these method sections, presentations should be around 10-15 minutes and should be accompanied by slides.

Schedule

Date Paper Presenter
Oct 24, 2024 –cancelled–
Oct 31, 2024 Scaling laws for language encoding models in fMRI Mathis Lamarre
Nov 7, 2024 Improving semantic understanding in speech language models via brain-tuning Subba Reddy Oota
Nov 14, 2024 Reclaiming AI as a Theoretical Tool for Cognitive Science Ryan Gelston
Nov 21, 2024 Longitudinal single-subject neuroimaging study reveals effects of daily environmental, physiological, and lifestyle factors on functional brain connectivity Anuja Negi
Nov 28, 2024 Dimensions underlying the representational alignment of deep neural networks with humans Hector Mendoza
Dec 5, 2024 Multimodality and Attention Increase Alignment in Natural Language Prediction Between Humans and Computational Models Bonnie Brader
Dec 12, 2024 A shared model-based linguistic space for transmitting our thoughts from brain to brain in natural conversations Bernardo Ortega
Dec 19, 2024 Principles of intensive human neuroimaging
Jan 9, 2024 How right hemisphere damage after stroke can impair speech comprehension
Jan 16, 2024 Evidence from fMRI Supports a Two-Phase Abstraction Process in Language Models Ryan Gelston
Jan 23, 2024 Negation mitigates rather than inverts the neural representations of adjectives Bonnie Brader
Jan 30, 2024 Pronouns reactivate conceptual representations in human hippocampal neurons Bernardo Ortega
Feb 6, 2024 Stacked regressions and structured variance partitioning for interpretable brain maps Hector Mendoza
Feb 13, 2024 The language network as a natural kind within the broader landscape of the human brain Ryan Gelston