spiking-networks

There are 1 repository under spiking-networks topic.

ngc-learn
NACLab / ngc-learn
NGC-Learn: Neurobiological Learning and Biomimetic Systems Simulation in Python
brain-inspired-computing free-energy machine-learning neuroscience predictive-coding predictive-processing python spiking-neural-networks learning-algorithms cognitive-science local-learning computational-neuroscience neural-networks biological-neural-networks credit-assignment hebbian-learning spiking-networks jax credit-assignment-problem spike-timing-dependent-plasticity
Language:Python 124
amassivek / signalpropagation
Forward Pass Learning and Inference Library, for neural networks and general intelligence, Signal Propagation (sigprop)
artificial-intelligence biological-neural-networks deep-learning forward-forward forward-learning forward-pass forward-pass-learning learning-algorithms local-learning machine-learning neural-network neural-networks pytorch signal-propagation sigprop spiking-networks spiking-neural-networks
Language:Python 45
Jumaruba / SNN
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.
spiking-neural-networks spiking-networks spiking neurons neuron python python3 neuroscience synapse synapses izhikevich-neurons izhikevich-model hodking-huxley leaky-integrate-and-fire-neuron leaky-integrate-and-fire-model stdp
Language:Python 31
arvoelke / nengolib
Nengo library of additional extensions
delay-systems dynamical-modeling dynamical-systems echo-state-networks kissing-points leech-lattice linear-systems liquid-state-machines nengo neural-engineering-framework pade-polynomials spiking-networks spiking-neural-networks
Language:Python 29
artiomn / awesome-neuromorphic
A curated list of awesome neuromorphic frameworks, libraries, resources, and other things
brain loihi machine-learning pynn snn spiking spiking-networks ann-to-snn neural-networks neuro neuromorphic awesome-list awesome list
27
jimimvp / torch_rl
Reinforcement learning library for PyTorch.
reinforcement-learning artificial-intelligence neural-networks ddpg-algorithm hindsight-experience-replay hindsight-policy-gradients torch-rl ppo ddpg spiking-networks
Language:Python 11
ziemowit-s / neuronpp
Neuron++ is a library which wraps NEURON (http://www.neuron.yale.edu) with easy to use Python objects.
neuron hoc stdp synapses synaptic-plasticity neuroinformatics neuron-simulator neural-network snn spiking-neural-networks spiking-networks spiking-neurons
Language:AGS Script 7
acaciasresearch / aegis-viii
An implementation of SNN(3rd gen) with synaptic plasticity
spiking-neural-networks machine-learning 3rd-generation-neural-network machine-learning-algorithms neural-network spiking-networks spiking-neurons
Language:Java 6
cknd / synchrony
Spiky networks
computational-neuroscience quantitative-biology spiking-networks
Language:Python 6
MandarGogate / RNNSim
Fast and Efficient Random Neural Network Simulator implemented in Python
random-neural-network spiking-networks python
Language:Python 6
networkinference / ESL
Network inference via Event Space Linearization (ESL)
network inference network-inference spikes spiking-neural-networks spiking-networks network-reconstruction reconstruction model-free neural-networks
Language:Python 2
VogelsLab / fSBI
Companion code to Confavreux*, Ramesh*, Goncalves, Macke* & Vogels*, Meta-learning families of plasticity rules in recurrent spiking networks using simulation-based inference, NeurIPS 2023
meta-learning neuroscience simulation-based-inference spiking-networks synaptic-plasticity
Language:Jupyter Notebook 2