spiking-neurons

There are 1 repository under spiking-neurons topic.

genema / Noisy-Spiking-Neuron-Nets
[CELL PATTERNS] Official repo of Noisy Spiking Neural Networks
neuroscience snn spiking-neural-networks spiking-neurons lif-neurons surrogate-gradients noise-driven-learning noisy-lif-neurons machine-learning neuromorphic-computing
Language:Python 11
verrannt / snn_speechrec
Convolutional Spiking Neural Network to recognize speech utterances using Spike-Timing-Dependent Plasticity
deep-learning machine-learning spiking-neural-networks speech-recognition stdp spike-time-dependent-plasticity spiking-neurons
Language:Python 8
ziemowit-s / neuronpp
Neuron++ is a library which wraps NEURON (http://www.neuron.yale.edu) with easy to use Python objects.
hoc neural-network neuroinformatics neuron neuron-simulator snn spiking-networks spiking-neural-networks spiking-neurons stdp synapses synaptic-plasticity
Language:AGS Script 7
acaciasresearch / aegis-viii
An implementation of SNN(3rd gen) with synaptic plasticity
3rd-generation-neural-network machine-learning machine-learning-algorithms neural-network spiking-networks spiking-neural-networks spiking-neurons
Language:Java 6
FabioMurgese / computational-neuroscience
Computational Neuroscience projects.
echo-state-networks esn hebb hebbian-learning hebbian-plasticity hopfield-network izhikevich-model laser mackey-glass narma10 oja-rule reservoir-computing rnn spiking-neurons
Language:MATLAB 6
daevem / SpykeTorch-Extended
An extension to the SpykeTorch framework for coding SNNs with several new spiking neuron models.
neuromorphic snn spiking-neurons stdp
Language:HTML 5
babsey / spatio-temporal-activity-sequence
spatio-temporal activity sequence
simulation spiking-neurons network-dynamics neuronal-networks
Language:Python 4
ziemowit-s / neuronpp_gym
Spiking Neural Gym agent created on top of NEURON++ and OpenAI Gym libraries
neural-network neuron neuron-simulator openai-gym reinforcement-learning spiking-neural-networks spiking-neurons
Language:AGS Script 1
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 receptive-fields spiking-neurons
Language:Jupyter Notebook 0
jasommer / spiking-neural-network
code demos for primitives of spiking neural networks
integrate-and-fire snn spiking-neural-network spiking-neurons
Language:Jupyter Notebook 0
babsey / spiking-activity-dynamics
spiking-neurons network-dynamics simulation neuronal-networks
Language:Python
dmeoli / ComputationalNeuroscience
Code for Computational Neuroscience course 2020/2021 @ UniPi
esn rnn echo-state-networks reservoir-computing hopfield-networks hebbian-learning spiking-neurons izhikevich-model hebbian-plasticity oja-rule
Language:MATLAB