matteosaponati
neuroscience - machine learning - physics // Postdoctoral Researcher @ Insitute of Neuroinformatics, ETH/UZH, Zurich (CH)
Institute of Neuroinformatics ETHEurope
Pinned Repositories
matteosaponati.github.io
my webpage stuff
open-neuromorphic
List of open source neuromorphic projects: SNN training frameworks, DVS handling routines and so on.
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
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
PyTorch Implementation of Online Training of Spiking Recurrent Neural Networks with Phase-Change Memory Synapses
matteosaponati's Repositories
matteosaponati/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)
matteosaponati/open-neuromorphic
List of open source neuromorphic projects: SNN training frameworks, DVS handling routines and so on.
matteosaponati/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)
matteosaponati/matteosaponati.github.io
my webpage stuff
matteosaponati/srnn-pcm
PyTorch Implementation of Online Training of Spiking Recurrent Neural Networks with Phase-Change Memory Synapses