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spiking-neurons

Here are 12 public repositories matching this topic...

FabioMurgese / computational-neuroscience

Computational Neuroscience projects.

laser esn rnn echo-state-networks reservoir-computing hopfield-network hebbian-learning narma10 oja-rule spiking-neurons mackey-glass hebb izhikevich-model hebbian-plasticity

Updated Sep 23, 2021
MATLAB

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

ziemowit-s / neuronpp_gym

Spiking Neural Gym agent created on top of NEURON++ and OpenAI Gym libraries

reinforcement-learning neural-network openai-gym spiking-neural-networks neuron neuron-simulator spiking-neurons

Updated Apr 30, 2021
AGS Script

dmeoli / ComputationalNeuroscience

Code for Computational Neuroscience course 2020/2021 @ UniPi

esn rnn echo-state-networks reservoir-computing hebbian-learning oja-rule spiking-neurons hopfield-networks izhikevich-model hebbian-plasticity

Updated Sep 23, 2021
MATLAB

babsey / spatio-temporal-activity-sequence

spatio-temporal activity sequence

simulation network-dynamics spiking-neurons neuronal-networks

Updated Apr 22, 2020
Python

daevem / SpykeTorch-Extended

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

neuromorphic snn stdp spiking-neurons

Updated Jun 22, 2022
HTML

genema / Noisy-Spiking-Neuron-Nets

[CELL PATTERNS] Official repo of Noisy Spiking Neural Networks

machine-learning neuroscience spiking-neural-networks snn neuromorphic-computing spiking-neurons lif-neurons surrogate-gradients noise-driven-learning noisy-lif-neurons

Updated Sep 15, 2023
Python

verrannt / snn_speechrec

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

machine-learning deep-learning speech-recognition spiking-neural-networks spike-time-dependent-plasticity stdp spiking-neurons

Updated Mar 9, 2021
Python

cristina-v-melnic / neural-orientation-tuning

Model of a single orientation-selective neuron receiving inputs from afferents with different preferred orientations. The project shows what properties the postsynaptic neuron has and how they depend on the input. It aims to investigate two types of connectivity of neurons in the primary visual cortex, i.e., weight-based and number-based.

computational-neuroscience spiking-neurons receptive-fields

Updated Oct 10, 2022
Jupyter Notebook

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

jasommer / spiking-neural-network

code demos for primitives of spiking neural networks

snn integrate-and-fire spiking-neurons spiking-neural-network

Updated May 3, 2021
Jupyter Notebook

babsey / spiking-activity-dynamics

simulation network-dynamics spiking-neurons neuronal-networks

Updated Apr 17, 2018
Python

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