Martin Schrimpf

Laboratoire d'Informatique Fondamentale de Lille — France

Neuroscience · Life Sciences

18h-index2.9kcitations58works6.52yr avg
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Research Topics

Neural dynamics and brain function(14), Topic Modeling(11), Face Recognition and Perception(10), Neural Networks and Applications(9), Visual perception and processing mechanisms(6)

Publications58 total

Model-Guided Microstimulation Steers Primate Visual Behavior
arXiv (Cornell University)·2025Open Access
Diverse Perceptual Representations Across Visual Pathways Emerge from A Single Objective
2025· 1 citedOpen Access
Mixture of Cognitive Reasoners: Modular Reasoning with Brain-Like Specialization
arXiv (Cornell University)·2025· 1 citedOpen Access
Contour Integration Underlies Human-Like Vision
arXiv (Cornell University)·2025· 1 citedOpen Access
From Language to Cognition: How LLMs Outgrow the Human Language Network
arXiv (Cornell University)·2025Open Access
From Language to Cognition: How LLMs Outgrow the Human Language Network
2025Open Access
The LLM Language Network: A Neuroscientific Approach for Identifying Causally Task-Relevant Units
2025· 2 citedOpen Access
Scaling Laws for Task-Optimized Models of the Primate Visual Ventral Stream
arXiv (Cornell University)·2024· 2 citedOpen Access
The LLM Language Network: A Neuroscientific Approach for Identifying Causally Task-Relevant Units
arXiv (Cornell University)·2024Open Access
Dreaming Out Loud: A Self-Synthesis Approach For Training Vision-Language Models With Developmentally Plausible Data
arXiv (Cornell University)·2024Open Access
TopoLM: brain-like spatio-functional organization in a topographic language model
arXiv (Cornell University)·2024Open Access
Instruction-tuned LLMs with World Knowledge are More Aligned to the Human Brain
Infoscience (Ecole Polytechnique Fédérale de Lausanne)·2024Open Access
Brain-Like Language Processing via a Shallow Untrained Multihead Attention Network
arXiv (Cornell University)·2024· 2 citedOpen Access
Do Topographic Deep ANN Models of the Primate Ventral Stream Predict the Perceptual Effects of Direct IT Cortical Interventions?
2024· 5 citedOpen Access
Driving and suppressing the human language network using large language models
Nature Human Behaviour·2024· 63 citedOpen Access
Let's move forward: Image-computable models and a common model evaluation scheme are prerequisites for a scientific understanding of human vision – CORRIGENDUM
Behavioral and Brain Sciences·2024Open Access
Artificial Neural Network Language Models Predict Human Brain Responses to Language Even After a Developmentally Realistic Amount of Training
Neurobiology of Language·2024· 34 citedOpen Access
Instruction-tuning Aligns LLMs to the Human Brain
arXiv (Cornell University)·2023· 5 citedOpen Access
Modeling Visual Impairments with Artificial Neural Networks: a Review
2023· 6 citedOpen Access
Decision letter: Emergence of brain-like mirror-symmetric viewpoint tuning in convolutional neural networks
2023Open Access
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Frequent Co-authors

James J. DiCarlo(20), Evelina Fedorenko(13), Daniel Yamins(11), Greta Tuckute(9), Jonas Kubilius(7), Kohitij Kar(6), Pouya Bashivan(6), David Cox(6), Gabriel Kreiman(6), Noga Zaslavsky(6), Badr AlKhamissi(6), Antoine Bosselut(6), Aran Nayebi(5), Daniel M. Bear(5), Tiago Marques(5), Franziska Geiger(4), Kailyn Schmidt(4), Eghbal A. Hosseini(4), Anna A. Ivanova(4), Stefano Anzellotti(4)