stdp-learning

A curated list of awesome cns frameworks, libraries, and software + First class pure python Tutorial Series for Spiking Neural Networks 🔥

A simulation of unsupervised (STDP) and reinforcement learning (Reward-based STDP) in human brain

An open-source package that offer fully-functional spike-based bio-inspired hippocampal memory models implemented with SNN technology in the SpiNNaker hardware in Python

Experimental STDP model architectures 🐗

Explores neural coding schemes and learning mechanisms in neuroscience using STDP and RSTDP models for synaptic plasticity.

Explores intra-layer neuronal mechanisms in spiking neural networks, implementing Lateral Inhibition, KWTA, and Homeostasis to enhance learning and pattern recognition.

Implementation of the paper A Spiking Network that Learns to Extract Spike Signatures from Speech Signals