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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 2

  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 2

  3. 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