Repo of the bachelor thesis 'Dynamic memory traces for sequence learning in spiking networks'

Malleable spiking neural network framework and training platform.

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

Framework for machine learning with spiking neural networks

Spiking neural network framework implementing classification layers based on first-spike coding, event-driven processing, and supervised STDP training.

SNN MNIST "Unsupervised learning of digit recognition using spike-timing-dependent plasticity"

Convolutional spiking neural network implementing voltage-dependent synaptic plasticity and single-spike integrate-and-fire neurons

海月网络--通过人工设计来形成先天的连接，加上利用hebb学习机制来形成后天的连接

Accelerated SNN simulator for neuromorphic computing and research in Python

Probably the world most FC implementation of transformers with SNNs

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

A simple experiment to compare Artificial and Spiking Neural Networks in Sequential and Few-Shot Learning.

Fast convergence of cerebellar learning (Luque et al. 2015)

Implementation of Spiking Neural Networks (SNNs) using SpykeTorch, featuring STDP and R-STDP training methods for efficient neural computation.

Convolutional spiking neural network implementing STDP

STDP promotes synchrony of inhibitory networks in the presence of heterogeneity (Talathi et al 2008)

Voltage-based STDP synapse (Clopath et al. 2010)

Convolutional Spiking Neural Network to recognize speech utterances using Spike-Timing-Dependent Plasticity

An extension to the SpykeTorch framework for coding SNNs with several new spiking neuron models.

Spiking neural network simulator