Toolbox for converting analog to spiking neural networks (ANN to SNN), and running them in a spiking neuron simulator.
Bio-inspired neuromorphic cerebellum
Final Year Project w/ SpiNNaker hardware
This repository contains my current doctoral research at the University of Manchester
RBS (Rule Based System). Build rules using facts that are cached to neurons and ran on NEST or SpiNNaker.
Statistical tests for some of the most common connection algorithms used in neural networks. Brian, PyNN, NEST and CSA are tested.
An introduction to Spiking Neural Networks.
End-of-studies project about SNN and motion recognition
Explainable AI for spatial navigation based on hippocampal circuitry (Coppolino + Migliore 2023)
Asynchronous irregular and up/down states in excitatory and inhibitory NNs (Destexhe 2009)
Mesoscopic dynamics from AdEx recurrent networks (Zerlaut et al JCNS 2018) (PyNN)
Single Trial Sequence learning: a spiking neurons model based on hippocampus (Coppolino et al 2021)
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