Glenn C Turner — accepted AI-conference papers

2025

Discovering Symbolic Cognitive Models from Human and Animal Behavior

Pablo Samuel Castro, Nenad Tomasev, Ankit Anand, Navodita Sharma, Rishika Mohanta, Aparna Dev +11

ICML 2025spotlight

Symbolic models play a key role in cognitive science, expressing computationally precise hypotheses about how the brain implements a cognitive process. Identifying an appropriate model typically requires a great deal of effort and ingenuity on the part of a human scientist. Here, we adapt FunSearch…

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2024

Model Based Inference of Synaptic Plasticity Rules

Yash Mehta, Danil Tyulmankov, Adithya E. Rajagopalan, Glenn C Turner, James E Fitzgerald, Jan Funke

NeurIPS 2024poster

Inferring the synaptic plasticity rules that govern learning in the brain is a key challenge in neuroscience. We present a novel computational method to infer these rules from experimental data, applicable to both neural and behavioral data. Our approach approximates plasticity rules using a paramet…

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