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karthik-kgm2003 / Brain-Transformer-Equivalence

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Do LLMs think like brains? We test GPT-2, BERT, Mistral, DeepSeek & Qwen+SAE against EEG data. Sparse features yield a 4.3× alignment jump. Working paper included.

transformers neuroscience dynamical-systems sparse-autoencoders eeg-analysis bert-model gpt2 neuroscience-inspired-ai neural-decoding mechanistic-interpretability qwen mistral-7b deepseek-llm machine-psychology ai-interpretability zuco representational-similarity-analysis
  • Updated May 2, 2026
  • Jupyter Notebook

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