Off-the-shelf LLMs, especially DeepSeek Coder-7b, decode tail behavior from whole-brain calcium imaging in zebrafish better than RNN baselines, but with weak absolute accuracy.
MeLM, a generative pretrained language modeling framework that solves for- ward and inverse mechanics problems
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NLP4Neuro: Sequence-to-sequence learning for neural population decoding
Off-the-shelf LLMs, especially DeepSeek Coder-7b, decode tail behavior from whole-brain calcium imaging in zebrafish better than RNN baselines, but with weak absolute accuracy.