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spiking-networks

Here are 13 public repositories matching this topic...

VeronikaKoren / efficient_EI

Matlab code for simulating an efficient E-I spiking network developed from efficient coding.

parameter-search spiking-networks efficient-coding excitatory-inhibitory-net

Updated Nov 14, 2024
MATLAB

artiomn / awesome-neuromorphic

A curated list of awesome neuromorphic frameworks, libraries, resources, and other things

list machine-learning awesome neural-networks awesome-list neuromorphic brain pynn snn neuro spiking-networks spiking loihi ann-to-snn

Updated Nov 6, 2024

ngc-learn

NACLab / ngc-learn

NGC-Learn: Neurobiological Learning and Biomimetic Systems Simulation in Python

python machine-learning neuroscience computational-neuroscience neural-networks cognitive-science spiking-neural-networks free-energy learning-algorithms hebbian-learning credit-assignment jax spiking-networks predictive-coding biological-neural-networks local-learning brain-inspired-computing credit-assignment-problem spike-timing-dependent-plasticity predictive-processing

Updated Oct 25, 2024
Python

ziemowit-s / neuronpp

Neuron++ is a library which wraps NEURON (http://www.neuron.yale.edu) with easy to use Python objects.

neural-network hoc spiking-neural-networks neuroinformatics neuron snn stdp synapses spiking-networks neuron-simulator spiking-neurons synaptic-plasticity

Updated Aug 27, 2024
AGS Script

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

neuroscience meta-learning spiking-networks synaptic-plasticity simulation-based-inference

Updated Feb 2, 2024
Jupyter Notebook

arvoelke / nengolib

Nengo library of additional extensions

spiking-neural-networks dynamical-systems linear-systems echo-state-networks nengo dynamical-modeling liquid-state-machines spiking-networks neural-engineering-framework delay-systems pade-polynomials leech-lattice kissing-points

Updated Apr 10, 2023
Python

amassivek / signalpropagation

Forward Pass Learning and Inference Library, for neural networks and general intelligence, Signal Propagation (sigprop)

machine-learning deep-learning neural-network pytorch artificial-intelligence neural-networks spiking-neural-networks learning-algorithms signal-propagation spiking-networks biological-neural-networks local-learning forward-forward forward-pass forward-learning forward-pass-learning sigprop

Updated Mar 24, 2023
Python

acaciasresearch / aegis-viii

An implementation of SNN(3rd gen) with synaptic plasticity

machine-learning neural-network machine-learning-algorithms spiking-neural-networks spiking-networks spiking-neurons 3rd-generation-neural-network

Updated Dec 3, 2020
Java

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.

python neuroscience python3 neurons spiking-neural-networks neuron synapse hodking-huxley stdp izhikevich-neurons leaky-integrate-and-fire-neuron synapses spiking-networks spiking izhikevich-model leaky-integrate-and-fire-model

Updated Aug 5, 2020
Python

cknd / synchrony

Spiky networks

computational-neuroscience spiking-networks quantitative-biology

Updated Jun 2, 2020
Python

MandarGogate / RNNSim

Fast and Efficient Random Neural Network Simulator implemented in Python

python random-neural-network spiking-networks

Updated Sep 13, 2019
Python

networkinference / ESL

Network inference via Event Space Linearization (ESL)

network inference network-inference neural-networks spiking-neural-networks reconstruction spikes model-free network-reconstruction spiking-networks

Updated Aug 4, 2018
Python

jimimvp / torch_rl

Reinforcement learning library for PyTorch.

reinforcement-learning artificial-intelligence neural-networks ddpg ddpg-algorithm ppo hindsight-experience-replay hindsight-policy-gradients torch-rl spiking-networks

Updated Jun 15, 2018
Python

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