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matteo saponati's Projects

open-neuromorphic icon open-neuromorphic

List of open source neuromorphic projects: SNN training frameworks, DVS handling routines and so on.

predictive_neuron icon predictive_neuron

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)

spontaneous-gamma-circuit icon spontaneous-gamma-circuit

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 Bosman, B Lima, A Peter, I Onorato, J Klon-Lipok, R Roese, S Neuenschwander, W Singer, P Fries, M Vinck (2022, Nature Communications)

srnn-pcm icon srnn-pcm

PyTorch Implementation of Online Training of Spiking Recurrent Neural Networks with Phase-Change Memory Synapses

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