Topic: stdp Goto Github
Some thing interesting about stdp
Some thing interesting about stdp
stdp,Implementation of some of the basic neural models and simulation of interactions between neurons in a population and learning process from scratch in Python.
User: abtinmy
stdp,A Spiking Neural Network model for Digit Recognition using the N-MNIST dataset.
User: alishdipani
stdp,A simulation of unsupervised (STDP) and reinforcement learning (Reward-based STDP) in human brain
User: anitasoroush
stdp,Efficient Spiking Neural Network framework, built on top of PyTorch for GPU acceleration
User: basbuller
stdp,Spiking neural network simulator
User: bdevans
stdp,Simulation of spiking neural networks (SNNs) using PyTorch.
Organization: bindsnet
stdp,Framework for machine learning with spiking neural networks
User: dartl0l
stdp,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
User: edward219
stdp,Auryn: A fast simulator for spiking neural networks with synaptic plasticity
User: fzenke
Home Page: https://fzenke.net/auryn/
stdp,Convolutional spiking neural network implementing voltage-dependent synaptic plasticity and single-spike integrate-and-fire neurons
User: ggoupy
stdp,Convolutional spiking neural network implementing STDP
User: ggoupy
stdp,Code for the model presented in the paper "A Biologically Plausible Supervised Learning Method for Spiking Neural Networks Using the Symmetric STDP Rule"
User: haoyz
stdp,This is a repository with implementations of neuron models, synapses, and spiking neural networks (SNN). It's still in development and it has original content in terms of code.
User: jumaruba
stdp,STDP promotes synchrony of inhibitory networks in the presence of heterogeneity (Talathi et al 2008)
Organization: modeldbrepository
Home Page: https://modeldb.science/119159
stdp,Voltage-based STDP synapse (Clopath et al. 2010)
Organization: modeldbrepository
Home Page: https://modeldb.science/144566
stdp,Fast convergence of cerebellar learning (Luque et al. 2015)
Organization: modeldbrepository
Home Page: https://modeldb.science/150225
stdp,A curated list of awesome cns frameworks, libraries, and software + First class pure python Tutorial Series for Spiking Neural Networks 🔥
User: realamirhe
stdp,Probably the world most FC implementation of transformers with SNNs
User: realamirhe
stdp,High-performance Spiking Neural Networks Library Written From Scratch with C++ and Python Interfaces.
User: shahriarrezghi
stdp,Repo of the bachelor thesis 'Dynamic memory traces for sequence learning in spiking networks'
User: simonmichau
stdp,Malleable spiking neural network framework and training platform.
Organization: spikeycns
stdp,Accelerated SNN simulator for neuromorphic computing and research in Python
User: ssgier
stdp,A simple experiment to compare Artificial and Spiking Neural Networks in Sequential and Few-Shot Learning.
User: thvnvtos
stdp,Nuerapse simulations for SNNs
User: udion
stdp,Convolutional Spiking Neural Network to recognize speech utterances using Spike-Timing-Dependent Plasticity
User: verrannt
stdp,Spiking neural networks are biologically plausible CNNs which learn through a temporally dependent learning method known as Spike Time Dependant Plasticity (STDP)- an alternate to gradient descent. This repository contains layers built on top of Lasagne layers for spiking neural networks. This is the first implementation of spiking neural networks in any tensor based framework to the best of my knowledge. The various layers can be found in snn.py for dense layer and snn_conv.py for other layers. These layers are to be processed for each time step which is done using the Theano scan as a quick hack - in the snn class. The results can be found the ppt. Further details on how to use the code will be put up after later.
User: vikram-mm
stdp,spiking-neural-networks
User: zhouyanasd
stdp,Neuron++ is a library which wraps NEURON (http://www.neuron.yale.edu) with easy to use Python objects.
User: ziemowit-s
stdp,A generalizable model of spike-timing dependent plasticity for the Neural Simulation Tool (NEST).
User: zifeo
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