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URL: https://github.com/topics/spiking-neurons

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spiking-neurons

Here are 17 public repositories matching this topic...

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
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
Python

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

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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

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AGS Script

daevem / SpykeTorch-Extended

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

neuromorphic snn stdp spiking-neurons

Updated
HTML

babsey / spatio-temporal-activity-sequence

Simulation code for spatio-temporal activity sequence

simulation network-dynamics spiking-neurons neuronal-networks

Updated
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
Java

sss777999 / Brain

Biologically plausible cognitive architecture: structural memory, thought formation, and language without gradients or backpropagation

memory neuroscience cs hebbian-learning hippocampus cognitive-architecture cognitive-neuroscience stdp brain-inspired spiking-neurons biologically-plausible-learning

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Python

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
MATLAB

Vishal-sys-code / neuromorphic_decision_transformer

Spiking Decision Transformer: Efficient Reinforcement Learning with Event-Based Sequence Modeling

machine-learning reinforcement-learning deep-learning neuroscience neuroevolution computational-neuroscience spiking-neural-networks plasticity gym-environment spiking-networks spiking-neurons spiking-neural-network decision-transformers spiking-transformer

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Python

moritz-gerster / Hackathon2023

Hackathon organized by CRC 295 ReTune to code on projects related to deep brain stimulation.

hackathon-project spiking-neurons local-field-potentials

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Jupyter Notebook

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

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AGS Script

AlekSimpson / spikecore

SNN engine capable of running spiking network simulations at scale (1M+ neurons) for arbitrary topologies. Requires CUDA hardware.

ai artificial-intelligence spiking-neural-networks snn spiking-neurons spiking-neural-network

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Jupyter Notebook

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
Jupyter Notebook

babsey / spiking-activity-dynamics

simulation network-dynamics spiking-neurons neuronal-networks

Updated
Python

nesarashree / neuron-simulation

Computational model of leaky integrate and fire (LIF) neurons in 1D and 2D.

simulation leaky-integrate-and-fire-neuron spiking-neurons

Updated
Jupyter Notebook

jasommer / spiking-neural-network

code demos for primitives of spiking neural networks

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

Updated
Jupyter Notebook

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