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1. attention-geometry attention-geometry Public

   This is a repository for the paper: "The underlying structures of self-attention: symmetry, directionality, and emergent dynamics in Transformer training", Saponati, M., Sager, P. J., Aceituno, P. …

   Jupyter Notebook 3

2. predictive_neuron predictive_neuron Public

   This is a repository for the paper: "Sequence anticipation and spike-timing-dependent plasticity emerge from a predictive learning rule" M Saponati, M Vinck (Nature Communications, 2023)

   Python 11 3

3. trippy-chain-of-thoughts trippy-chain-of-thoughts Public

   a small portfolio project on fine-tuning LLMs for chain of thoughts.

   Python

4. spontaneous-gamma-circuit spontaneous-gamma-circuit Public

   This is a repository for the paper: "Spontaneous variability in gamma dynamics described by a damped harmonic oscillator driven by noise" G Spyropoulos, M Saponati, JR Dowdall, ML Schölvinck, CA Bo…

   Python 1