246 citations · 552 across the 25 of their papers we have counts for
4 papers · 1 filter
NEvo: Neural-Guided Evolutionary Video Synthesis for Dynamic Visual Selectivity
Yingtian Tang, Sogand Salehi, Ming Zhou +3
The human brain processes dynamic visual input through hierarchically organized, functionally specialized regions. While recent in silico brain encoding models can synthesize optim…
Reward Valuation in Large Language Models: Causal Induction of Anhedonia
Melika Honarmand, Samin Mahdipour Aghabagher, Martin Schrimpf
Recent frontier models mimic complex aspects of human cognition. Here we ask whether this alignment extends into reward valuation, which we assess in a mechanistic framework. Speci…
Discovering Functionally Selective Brain Regions with a Deep Topographic Multimodal Model
Badr AlKhamissi, Johannes Mehrer, Lara Marinov +3
Nearby neurons in cortex share similar response profiles, producing systematic spatial organization across sensory and cognitive systems. Recent topographic models reproduce aspect…
MIRAGE: Adaptive Multimodal Gating for Whole-Brain fMRI Encoding
Abdulkadir Gokce, Badr AlKhamissi, Martin Schrimpf
Recent progress in task-optimized neural networks has established encoding models as a powerful tool for predicting brain responses to naturalistic stimuli, yet most existing appro…