BindsNET/bindsnet

Simulation of spiking neural networks (SNNs) using PyTorch.

Language: Python - Size: 29.7 MB - Last synced: about 5 hours ago - Pushed: 1 day ago - Stars: 1,435 - Forks: 332

codingonion/awesome-yolo-object-detection

🚀🚀🚀 A collection of some awesome public YOLO object detection series projects.

Size: 251 KB - Last synced: about 3 hours ago - Pushed: 15 days ago - Stars: 1,061 - Forks: 170

PAICookers/PAIBox

Toolchain of PAICORE/v2.

Language: Python - Size: 1.56 MB - Last synced: 1 day ago - Pushed: 1 day ago - Stars: 7 - Forks: 4

fangwei123456/spikingjelly

SpikingJelly is an open-source deep learning framework for Spiking Neural Network (SNN) based on PyTorch.

Language: Python - Size: 40.5 MB - Last synced: 4 days ago - Pushed: 4 days ago - Stars: 1,156 - Forks: 230

zhouchenlin2096/Awesome-Spiking-Neural-Networks

A paper list of spiking neural networks, including papers, codes, and related websites.

Size: 315 KB - Last synced: 4 days ago - Pushed: 4 days ago - Stars: 97 - Forks: 8

open-neuromorphic/awesome-neuromorphic-hw

Repository collecting papers about neuromorphic hardware, such as ASIC and FPGA implementations of SNNs and stuff.

Size: 179 KB - Last synced: 1 day ago - Pushed: 6 months ago - Stars: 111 - Forks: 13

AXYZdong/awesome-snn-conference-paper

🔥 This repo compiles top conference papers and code for Spiking Neural Networks research. The project is actively evolving. 本仓库收集了脉冲神经网络领域的顶会顶刊论文和代码，正在持续更新中。

Size: 53.7 KB - Last synced: 5 days ago - Pushed: 5 days ago - Stars: 182 - Forks: 14

anddudkin/SNN_memristor_based

Spiking neural network simulator based on memrisor characteristics

Language: Python - Size: 26.2 MB - Last synced: 8 days ago - Pushed: 9 days ago - Stars: 1 - Forks: 0

chardiwall/DPSNN

A differentially private spiking neural network with temporal enhanced pooling

Language: Jupyter Notebook - Size: 67.7 MB - Last synced: 9 days ago - Pushed: 9 days ago - Stars: 2 - Forks: 0

metr0jw/Spiking-Neural-Network-on-FPGA

Leaky Integrate and Fire (LIF) model implementation for FPGA

Language: Verilog - Size: 69.3 KB - Last synced: 4 days ago - Pushed: 7 months ago - Stars: 35 - Forks: 4

synsense/rockpool

A machine learning library for spiking neural networks. Supports training with both torch and jax pipelines, and deployment to neuromorphic hardware.

Language: Python - Size: 695 MB - Last synced: about 21 hours ago - Pushed: 4 months ago - Stars: 43 - Forks: 12

jeshraghian/snntorch

Deep and online learning with spiking neural networks in Python

Language: Python - Size: 43.4 MB - Last synced: 17 days ago - Pushed: 18 days ago - Stars: 1,067 - Forks: 182

kmheckel/spyx

Spyx: Spiking Neural Networks in JAX

Language: Jupyter Notebook - Size: 15 MB - Last synced: 6 days ago - Pushed: 6 days ago - Stars: 74 - Forks: 9

soroushj/neo4j-snn-plugin

SNN (Shared Nearest Neighbors) plugin for Neo4j.

Language: Java - Size: 64.5 KB - Last synced: 20 days ago - Pushed: over 6 years ago - Stars: 0 - Forks: 0

tkwn2080/snnell

olfactory tracking with a focus on bioplausibility: genetic algorithm, spiking neural network, reinforcement learning

Language: Python - Size: 165 MB - Last synced: 22 days ago - Pushed: 22 days ago - Stars: 0 - Forks: 0

artiomn/awesome-neuromorphic

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

Size: 115 KB - Last synced: 3 days ago - Pushed: 5 months ago - Stars: 15 - Forks: 2

synsense/sinabs

A deep learning library for spiking neural networks which is based on PyTorch, focuses on fast training and supports inference on neuromorphic hardware.

Language: Python - Size: 15.7 MB - Last synced: 28 days ago - Pushed: 29 days ago - Stars: 63 - Forks: 7

codingonion/awesome-snn

🔥🔥🔥A collection of some awesome public SNN(Spiking Neural Network) projects.

Size: 20.5 KB - Last synced: 27 days ago - Pushed: 28 days ago - Stars: 112 - Forks: 10

parkjjoe/snn-aware-dropout

Develop SNN-aware Noise Addition Layers

Language: Python - Size: 71.3 KB - Last synced: 29 days ago - Pushed: 30 days ago - Stars: 0 - Forks: 0

IGITUGraz/RobustSNNConversion

Code for "Adversarially Robust Spiking Neural Networks Through Conversion" [TMLR 2024]

Language: Python - Size: 29.3 KB - Last synced: 29 days ago - Pushed: 30 days ago - Stars: 1 - Forks: 0

association-rosia/reflection-connection

This repository hosts code and resources for a project using Siamese Neural Networks (SNN) for seismic data analysis in geophysics. The goal is to develop an algorithm that identifies and matches similar seismic features, assisting geoscientists in interpreting subsurface geological structures.

Language: Python - Size: 3.19 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 0 - Forks: 0

markstrefford/Spiking-Neural-Network

Basic SNN propogating spikes between LIF neurons

Language: Jupyter Notebook - Size: 3.19 MB - Last synced: 27 days ago - Pushed: over 5 years ago - Stars: 76 - Forks: 33

amararyal/Python-Shared-Nearest-Neighbor-Clustering-SNN-

Language: Python - Size: 14.6 KB - Last synced: about 1 month ago - Pushed: over 6 years ago - Stars: 11 - Forks: 2

lyh983012/ES-imagenet-master

code for generating data set ES-ImageNet with corresponding training code

Language: Jupyter Notebook - Size: 373 MB - Last synced: 30 days ago - Pushed: 30 days ago - Stars: 25 - Forks: 2

florian6973/btt-spyx

Neuroscience project on Spiking Neural Networks

Language: Jupyter Notebook - Size: 9.92 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 0 - Forks: 0

djsaunde/spiketorch

Experiments with spiking neural networks (SNNs) in PyTorch. See https://github.com/BINDS-LAB-UMASS/bindsnet for the successor to this project.

Language: Python - Size: 2.37 MB - Last synced: 10 days ago - Pushed: about 6 years ago - Stars: 89 - Forks: 27

Cao1014/FS-STBP-Spiking-Neural-Network

This is a low-power, high-precision, trainable SNN based on the FS-STBP algorithm, researched by the author while participating in the “Brain-like AI Algorithms and Chips Collaborative Design Group” at UESTC.

Language: Python - Size: 27.8 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 1 - Forks: 0

pnealgit/rust_snn

Autonomous rover using spiking neural network written in Rust

Language: Rust - Size: 47.9 KB - Last synced: about 2 months ago - Pushed: almost 3 years ago - Stars: 1 - Forks: 0

parkjjoe/sinabs-dynapcnn

Low-Power Image Classification on Neuromorphic Hardware

Language: Python - Size: 129 KB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 0 - Forks: 0

helq/doryta

Neuromorphic event-driven simulator in C and MPI (successor of NeMo https://github.com/markplagge/NeMo)

Language: C - Size: 633 KB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 2 - Forks: 1

nitin-rathi/hybrid-snn-conversion

Training spiking networks with hybrid ann-snn conversion and spike-based backpropagation

Language: Python - Size: 60.5 KB - Last synced: 2 months ago - Pushed: about 3 years ago - Stars: 89 - Forks: 23

DeepThought7777/MassAI_One

My Distributed AGI Architecture

Language: Go - Size: 19.5 KB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 0 - Forks: 0

cwq159/PyTorch-Spiking-YOLOv3

A PyTorch implementation of Spiking-YOLOv3. Two branches are provided, based on two common PyTorch implementation of YOLOv3(ultralytics/yolov3 & eriklindernoren/PyTorch-YOLOv3), with support for Spiking-YOLOv3-Tiny at present.

Language: Python - Size: 4.86 MB - Last synced: 2 months ago - Pushed: about 3 years ago - Stars: 182 - Forks: 55

zhouchenlin2096/Spikingformer

Spikingformer: Spike-driven Residual Learning for Transformer-based Spiking Neural Network

Language: Python - Size: 586 KB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 43 - Forks: 3

aa-samad/conv_snn

Code for "Convolutional spiking neural networks (SNN) for spatio-temporal feature extraction" paper

Language: Python - Size: 75.2 KB - Last synced: 3 months ago - Pushed: over 3 years ago - Stars: 111 - Forks: 27

edabk-hust/edabk_brain_soc

A project dedicated to developing a hardware Integrated Circuit (IC) for a Spike Neural Network (SNN), powered by the RTL code generated by ChatGPT-4 with advanced optimizations.

Language: Verilog - Size: 349 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 21 - Forks: 5

SpikeyCNS/spikey

Malleable spiking neural network framework and training platform.

Language: Python - Size: 1.25 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 5 - Forks: 0

cowolff/Simple-Spiking-Neural-Network-STDP

A simple from scratch implementation of a Spiking-Neural-Network with STDP in Python which is beeing trained on MNIST.

Language: Jupyter Notebook - Size: 32.9 MB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 14 - Forks: 5

JCPappo/Resonate-and-Fire-neurons

Resonate-and-fire neuron model enabled for backpropagation learning with PyTorch

Size: 7.31 MB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 0 - Forks: 0

Intelligent-Microsystems-Lab/QuantizedSNNs

This repository contains the models and training scripts used in the papers: "Quantizing Spiking Neural Networks with Integers" (ICONS 2020) and "Memory Organization for Energy-Efficient Learning and Inference in Digital Neuromorphic Accelerators" (ISCAS 2020).

Language: Python - Size: 971 MB - Last synced: about 2 months ago - Pushed: over 3 years ago - Stars: 9 - Forks: 1

zhouchenlin2096/Spikingformer-CML

Enhancing the Performance of Transformer-based Spiking Neural Networks by SNN-optimized Downsampling with Precise Gradient Backpropagation

Language: Python - Size: 1.11 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 30 - Forks: 2

rpazuki/snn.tutorial

Demo: Spiking Neural Network (SNN) using Generalised Linear Model (GLM)

Language: Jupyter Notebook - Size: 4.76 MB - Last synced: about 2 months ago - Pushed: almost 3 years ago - Stars: 3 - Forks: 2

SayeedChowdhury/dct-snn

Code for DCT_SNN, an input encoding scheme for SNNs using DCT

Language: Python - Size: 33.2 KB - Last synced: 4 months ago - Pushed: over 2 years ago - Stars: 13 - Forks: 6

colinator/spikeflow

Python library for easy creation and running of spiking neural networks in tensorflow.

Language: Jupyter Notebook - Size: 4.6 MB - Last synced: 2 months ago - Pushed: about 5 years ago - Stars: 31 - Forks: 6

JeremieGince/MAVControlWithSNN

Control of a MAV in a Unity environment with an spiking neural network optimized by Proximal Policy Optimization in Pytorch.

Language: Rich Text Format - Size: 258 MB - Last synced: 11 days ago - Pushed: about 1 year ago - Stars: 4 - Forks: 0

open-neuromorphic/open-neuromorphic

List of open source neuromorphic projects: SNN training frameworks, DVS handling routines and so on.

Size: 6.93 MB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 114 - Forks: 14

AndrzejKucik/SNN4Space

ANN to SNN conversion on land cover and land use classification problem for increased energy efficiency.

Language: Python - Size: 1.92 MB - Last synced: 3 months ago - Pushed: over 2 years ago - Stars: 10 - Forks: 1

RosalindFok/SNN4DepressionPrediction

Systems and Computational Neuroscience.(UCAS 2023)

Language: Python - Size: 298 KB - Last synced: 2 months ago - Pushed: 5 months ago - Stars: 3 - Forks: 0

CRAFT-THU/BSim

High Performance Simulation of Spiking Neural Network on GPGPUs

Language: C++ - Size: 2.94 MB - Last synced: 2 months ago - Pushed: almost 2 years ago - Stars: 15 - Forks: 0

OESNN-AD-Python/oesnn-ad-package

OeSNN-AD implemention for Python

Language: Python - Size: 39.1 KB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 1 - Forks: 0

fcomitani/nimble_raccoon

A slim and fast reimplementation of RACCOON iterative clustering library

Language: Python - Size: 95.7 KB - Last synced: 4 months ago - Pushed: 5 months ago - Stars: 0 - Forks: 0

kvpratama/benchmark-relu-selu

This project will observe 4 different choice of hyperparameter on their effect to CNN with ReLU and SELU as activation function

Language: Jupyter Notebook - Size: 400 KB - Last synced: 6 months ago - Pushed: over 5 years ago - Stars: 0 - Forks: 0

dancasmor/sPyMem

An open-source package that offer fully-functional spike-based bio-inspired hippocampal memory models implemented with SNN technology in the SpiNNaker hardware in Python

Language: Python - Size: 101 KB - Last synced: 9 days ago - Pushed: about 1 year ago - Stars: 2 - Forks: 0

Liamdev631/neuromorphic-pancreas

Repository for the paper "Spiking Neural Networks for Low-Energy Glucose Monitoring"

Language: Jupyter Notebook - Size: 3.63 MB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 0 - Forks: 0

swapnil-ahlawat/Speech_Spike_Signatures

Implementation of the paper A Spiking Network that Learns to Extract Spike Signatures from Speech Signals

Language: Python - Size: 4.24 MB - Last synced: 6 months ago - Pushed: about 3 years ago - Stars: 0 - Forks: 0

armbruer/pattern-recognition-resonators

Demonstration of combining Resonate-and-Fire (RF) neurons and unsupervised hebbian learning to build a SNN capable of recognizing (complex) patterns in time data.

Language: Jupyter Notebook - Size: 73.9 MB - Last synced: 6 months ago - Pushed: 6 months ago - Stars: 0 - Forks: 0

haghighatshoar/SNNs-for-Coding-Theory

an SNN library for designing short channel codes

Language: Python - Size: 1000 Bytes - Last synced: 6 months ago - Pushed: almost 2 years ago - Stars: 1 - Forks: 0

edhirst/MLBraneWebs Fork of elliheyes/MLBraneWebs

Application of Siamese Neural Networks to classification of Type IIB (p,q)-brane webs under SL(2,Z) duality and Hanany-Witten transitions (arXiv: 2202.05845).

Language: Python - Size: 15 MB - Last synced: 7 months ago - Pushed: 7 months ago - Stars: 0 - Forks: 0

udion/Neurapse

Nuerapse simulations for SNNs

Language: Python - Size: 8.54 MB - Last synced: 7 months ago - Pushed: over 5 years ago - Stars: 24 - Forks: 7

fangwei123456/Parametric-Leaky-Integrate-and-Fire-Spiking-Neuron

Incorporating Learnable Membrane Time Constant to Enhance Learning of Spiking Neural Networks

Language: Python - Size: 12.9 MB - Last synced: 7 months ago - Pushed: almost 2 years ago - Stars: 72 - Forks: 20

Auckland-University-of-Technology/NeuCube-java

A Java implementation of the NeuCube (TM) spiking neural network (SNN).

Language: HTML - Size: 29 MB - Last synced: 8 days ago - Pushed: almost 3 years ago - Stars: 2 - Forks: 1

lsying009/FS_coding

Official code for First-Spike (FS) coding of spiking neural networks

Language: Python - Size: 188 KB - Last synced: 7 months ago - Pushed: 7 months ago - Stars: 0 - Forks: 0

namespace123/SNN

the code for Spiking neural networks (SSN) on EEG emotion recognition

Language: Python - Size: 14.6 KB - Last synced: 8 months ago - Pushed: 8 months ago - Stars: 4 - Forks: 0

combra-lab/spiking-ddpg-mapless-navigation

Spiking-DDPG trains an SNN for energy-efficient mapless navigation on Intel's Loihi neuromorphic processor.

Language: Python - Size: 12.3 MB - Last synced: 7 months ago - Pushed: over 2 years ago - Stars: 53 - Forks: 10

omniaalwazzan/Pytorch-Clssification-models

Models for multi-class classification implimented in pytorch

Language: Python - Size: 204 KB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 2 - Forks: 0

genema/Noisy-Spiking-Neuron-Nets

Official repo of Noisy Spiking Neural Networks

Language: Python - Size: 712 KB - Last synced: 8 months ago - Pushed: 8 months ago - Stars: 8 - Forks: 0

AmirhosseinR/e-prop-on-gsc

E-prop on spinnaker 2: exploring online learning in spiking rnns on neuromorphic hardware

Language: Python - Size: 29.1 MB - Last synced: 9 months ago - Pushed: over 1 year ago - Stars: 1 - Forks: 0

JeremieGince/SNNImageClassification

Comparison of neural dynamics like LIF and ALIF for image classification on MNIST and Fashion-MNIST datasets.

Language: Python - Size: 1.65 MB - Last synced: 11 days ago - Pushed: about 2 years ago - Stars: 1 - Forks: 0

Rwik2000/Neuron-models-SNN

Python implementation of neuron models like LIF and Izhekevich models.

Language: Python - Size: 192 KB - Last synced: 9 months ago - Pushed: almost 3 years ago - Stars: 1 - Forks: 0

sebastianmarkow/pam Fork of MartinPyka/Parametric-Anatomical-Modeling 📦

Novel method to translate spatial anatomical data into spiking neural networks (SNNs).

Language: Python - Size: 11.5 MB - Last synced: 9 months ago - Pushed: about 3 years ago - Stars: 1 - Forks: 0

sharath/lateral-learning

Exploring the Impact of a Lateral STDP connection in a shallow DQN for ATARI Breakout

Language: Python - Size: 22.1 MB - Last synced: 9 months ago - Pushed: over 5 years ago - Stars: 1 - Forks: 0

ShahriarRezghi/Spyker

High-performance Spiking Neural Networks Library Written From Scratch with C++ and Python Interfaces.

Language: C++ - Size: 376 KB - Last synced: 3 months ago - Pushed: 10 months ago - Stars: 19 - Forks: 3

Thvnvtos/SNN_vs_ANN

A simple experiment to compare Artificial and Spiking Neural Networks in Sequential and Few-Shot Learning.

Language: Python - Size: 892 KB - Last synced: 10 months ago - Pushed: about 3 years ago - Stars: 3 - Forks: 0

ricardodeazambuja/Bee

The Spiking Reservoir (Liquid State Machine - LSM) Simulator

Language: Jupyter Notebook - Size: 51.5 MB - Last synced: 8 months ago - Pushed: 8 months ago - Stars: 44 - Forks: 10

socrates77/snn-tre

Code used to develop and test a Spiking Neural Network model to classify MNIST and Fashion-MNIST datasets

Language: Jupyter Notebook - Size: 79.9 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 0 - Forks: 0

ssgier/morphyne

Accelerated SNN simulator for neuromorphic computing and research in Python

Language: Python - Size: 123 KB - Last synced: 11 months ago - Pushed: 11 months ago - Stars: 0 - Forks: 0

HeatPhoenix/NLC4Space

A VHDL (and eventually Memristive) implementation of ESA's SNN4Space project

Language: VHDL - Size: 9.97 MB - Last synced: 6 months ago - Pushed: over 2 years ago - Stars: 2 - Forks: 0

axoaxonic/SpikingNeuronMusic

Exploring data sonification & generative sound synthesis/sequencing with spiking neuron models

Language: Python - Size: 22.4 MB - Last synced: 12 months ago - Pushed: about 1 year ago - Stars: 0 - Forks: 0

vikram-mm/Spiking-Neural-Network---Theano-Framework

Spiking neural networks are biologically plausible CNNs which learn through a temporally dependent learning method known as Spike Time Dependant Plasticity (STDP)- an alternate to gradient descent. This repository contains layers built on top of Lasagne layers for spiking neural networks. This is the first implementation of spiking neural networks in any tensor based framework to the best of my knowledge. The various layers can be found in snn.py for dense layer and snn_conv.py for other layers. These layers are to be processed for each time step which is done using the Theano scan as a quick hack - in the snn class. The results can be found the ppt. Further details on how to use the code will be put up after later.

Language: Python - Size: 62.3 MB - Last synced: about 1 year ago - Pushed: almost 7 years ago - Stars: 9 - Forks: 3

jeshraghian/QSNNs

Quantization-aware training with spiking neural networks

Language: Python - Size: 30.3 KB - Last synced: about 1 year ago - Pushed: about 2 years ago - Stars: 15 - Forks: 3

nikhil-garg/EMG_exp

This is the code for the paper Signals to Spikes for Neuromorphic Regulated Reservoir Computing and EMG Hand Gesture Recognition

Language: Jupyter Notebook - Size: 525 MB - Last synced: about 1 year ago - Pushed: about 2 years ago - Stars: 2 - Forks: 2

SeonminKim1/Neuromorphic_Computing

Neuromorphic Computing & ONNX Project

Language: Jupyter Notebook - Size: 113 MB - Last synced: about 1 year ago - Pushed: over 3 years ago - Stars: 1 - Forks: 0

Intelligent-Microsystems-Lab/SNNQuantPrune

Code for the ISCAS23 paper "The Hardware Impact of Quantization and Pruning for Weights in Spiking Neural Networks"

Language: Python - Size: 1.28 MB - Last synced: 9 months ago - Pushed: about 1 year ago - Stars: 4 - Forks: 2

iCAS-Lab/CSCE790_neuromorphic_computing

This repository contains the tutorials and homework assignments for CSCE 790: Neuromorphic computing course at UofSC.

Language: Python - Size: 196 KB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 3 - Forks: 0

efecanxrd/Siamese-Network

Siamese neural network using Keras, which compares the similarity of two images from MNIST dataset and trains the model using contrastive loss function.

Language: Python - Size: 4.88 KB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 3 - Forks: 0

ricardodeazambuja/IJCNN2017-2 📦

Neurorobotic Simulations on the Degradation of Multiple Column Liquid State Machines

Language: Jupyter Notebook - Size: 34 MB - Last synced: about 1 year ago - Pushed: almost 7 years ago - Stars: 5 - Forks: 1

Abtinmy/computational-neuroscience

Implementation of some of the basic neural models and simulation of interactions between neurons in a population and learning process from scratch in Python.

Language: Jupyter Notebook - Size: 3.36 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 3 - Forks: 1

zhouyanasd/DL-NC

spiking-neural-networks

Language: Python - Size: 66.3 MB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 36 - Forks: 9

ricardodeazambuja/sPLYnnaker 📦

Python tools to play with SpiNNaker sending and receiving spikes using ethernet

Language: Python - Size: 38.1 KB - Last synced: about 1 year ago - Pushed: over 5 years ago - Stars: 1 - Forks: 0

ricardodeazambuja/I2MTC2017-LSMFusion Fork of davi-sala/I2MTC2017-LSMFusion 📦

Positioning control on a collaborative robot by sensor fusion with liquid state machines

Language: Jupyter Notebook - Size: 70.9 MB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 3 - Forks: 1

ricardodeazambuja/ICONIP2016 📦

Graceful Degradation Under Noise on Brain Inspired Robot Controllers

Language: Jupyter Notebook - Size: 22.4 MB - Last synced: about 1 year ago - Pushed: almost 7 years ago - Stars: 3 - Forks: 1

ricardodeazambuja/IJCNN2016 📦

Diverse, Noisy and Parallel: a New Spiking Neural Network Approach for Humanoid Robot Control

Language: Jupyter Notebook - Size: 333 MB - Last synced: about 1 year ago - Pushed: almost 3 years ago - Stars: 15 - Forks: 5

combra-lab/pop-spiking-deep-rl

DRL with population coded spiking neural network for optimal and energy-efficient continuous control.

Language: Python - Size: 510 KB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 27 - Forks: 5

yikaiw/SNN

[ICCV 2021] Code release for "Sub-bit Neural Networks: Learning to Compress and Accelerate Binary Neural Networks"

Language: Python - Size: 354 KB - Last synced: about 1 year ago - Pushed: almost 2 years ago - Stars: 27 - Forks: 6

ziemowit-s/neuronpp

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

Language: AGS Script - Size: 6.46 MB - Last synced: 7 months ago - Pushed: 7 months ago - Stars: 6 - Forks: 3

asd08573064/SoftNearestNeighborLoss

Language: Python - Size: 1.95 KB - Last synced: 5 months ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

H-Elbez/Nengo

STDP implementation for Nengo and single layer network

Language: Python - Size: 15.9 MB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 5 - Forks: 3

MateehUllah/Emoji-Detection

Implemented using python library Sklearn.

Language: Jupyter Notebook - Size: 6.88 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 1 - Forks: 0

gogoalexy/FlyintelBot

Bio-inspired spiking-neural-network framework on an autonomous robot car.

Language: C++ - Size: 7.22 MB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 3 - Forks: 1

libgirlenterprise/WheatNNLeek

Spiking neural network system

Language: Rust - Size: 11.3 MB - Last synced: about 1 year ago - Pushed: almost 5 years ago - Stars: 25 - Forks: 3