neuromorphic

There are 13 repositories under neuromorphic topic.

Shikhargupta / Spiking-Neural-Network
Pure python implementation of SNN
neuromorphic-hardware neuromorphic spiking-neural-networks neural-network spike-time-dependent-plasticity python synapse mnist-classification spike-trains
Language:Python 975
flutter_whirlpool
pawlik92 / flutter_whirlpool
Flutter UI challenge (with Box2D physic)- Smart washing machine app
app box2d challenge dart flutter flutter-apps neuromorphic smart smart-washing-machine ui ui-challenge
Language:Dart 862
norse
norse / norse
Deep learning with spiking neural networks (SNNs) in PyTorch.
spiking-neural-networks deep-learning pytorch tensor machine-learning gpu autograd neural-network neuromorphic pytorch-lightning
Language:Python 609
lava-nc / lava
A Software Framework for Neuromorphic Computing
neuromorphic-computing neuromorphic deep-learning neural-networks neuroscience python
Language:Jupyter Notebook 498
Neuromorphic-Computing-Guide
mikeroyal / Neuromorphic-Computing-Guide
Learn about the Neumorphic engineering process of creating large-scale integration (VLSI) systems containing electronic analog circuits to mimic neuro-biological architectures.
artificial-neural-networks brain-imaging neocortex neural-engine neural-engineering neural-machine-translation neural-network neural-networks neural-processes neural-radiance-fields neural-rendering neural-simulators neuroimaging neuromorphic neuromorphic-computing neuromorphic-engineering neuromorphic-hardware neuron-models neuronal-network neuroscience
Language:Python 246
neuromorphs / tonic
Publicly available event datasets and transforms.
event-based datasets neuromorphic augmentation spikes transformations
Language:Python 188
prophesee-ai / openeb
Open source SDK to create applications leveraging event-based vision hardware equipment
computer-vision event-based event-based-camera sdk camera-api neuromorphic event-camera neuromorphic-computing neuromorphic-engineering
Language:C++ 148
open-neuromorphic / open-neuromorphic
List of open source neuromorphic projects: SNN training frameworks, DVS handling routines and so on.
neuromorphic-computing snn machine-learning neuromorphic deep-learning neural-network
137
lava-nc / lava-dl
Deep Learning library for Lava
deep-learning neural-networks neuromorphic neuromorphic-computing python pytorch
Language:Jupyter Notebook 136
aa-samad / conv_snn
Code for "Convolutional spiking neural networks (SNN) for spatio-temporal feature extraction" paper
snn neuromorphic cifar10 spatio-temporal-analysis cnn convolutional-neural-networks deep-learning pytorch
Language:Python 117
open-neuromorphic / awesome-neuromorphic-hw
Repository collecting papers about neuromorphic hardware, such as ASIC and FPGA implementations of SNNs and stuff.
analog chip digital hardware ic neuromorphic research snn ai dnn ml fpga mixed-signal
109
wangxiao5791509 / VisEvent_SOT_Benchmark
[IEEE TCYB 2023] The first large-scale tracking dataset by fusing RGB and Event cameras.
dvs event spike frame-event-tracking multi-modal-fusion visevent single-object-tracking pengchenglab dynamic-vision-sensors neuromorphic neuromorphic-vision
Language:Python 101
spyx
kmheckel / spyx
Spyx: Spiking Neural Networks in JAX
ai ml neural-networks spiking-neural-networks jax snn dm-haiku neuromorphic
Language:Jupyter Notebook 71
aestream / aestream
Efficient streaming of sparse event data supporting files, network I/O, GPU peripherals (via Torch/Jax/Numpy) and neuromorphic protocols
neuromorphic pytorch coroutines gpu-acceleration event-camera
Language:C++ 58
neuromorphs / NIR
Neuromorphic Intermediate Representation reference implementation
machine-learning neuromorphic
Language:Jupyter Notebook 53
lava-nc / lava-optimization
Neuromorphic mathematical optimization with Lava
constraint-optimization neural-networks neuromorphic neuromorphic-computing optimization python solver mathematical-optimization
Language:Jupyter Notebook 49
rockpool
synsense / rockpool
A machine learning library for spiking neural networks. Supports training with both torch and jax pipelines, and deployment to neuromorphic hardware.
deployment jax machine-learning neuromorphic pytorch snn
Language:Python 41
lava-nc / lava-dnf
Dynamic Neural Fields with Lava
dynamic-neural-fields python neuromorphic neuromorphic-computing
Language:Jupyter Notebook 39
ialzugaray / haste
Multi-Hypothesis Asynchronous Tracking of Events. Alzugaray & Chli, BMVC 2020 / 3DV 2019
asynchronous computer-vision event-camera events neuromorphic slam tracking
Language:C++ 36
adder-codec-rs
ac-freeman / adder-codec-rs
A unified framework for event-based video. Encoder/transcoder/decoder for ADΔER (Address, Decimation, Δt Event Representation) video streams.
asynchronous events ffmpeg multimedia representation rust video event-video dvs neuromorphic
Language:Rust 28
open-neuromorphic / expelliarmus
A Python package for decoding RAW and DAT files (Prophesee) to structured NumPy arrays of events.
neuromorphic computer-vision python c
Language:C 28
libgirlenterprise / WheatNNLeek
Spiking neural network system
snn spiking-neural-networks neuroscience rust common-lisp neuromorphic
Language:Rust 26
thomastiotto / Memristor-Models
Python implementations and simulations of HP Labs Ion Drift and Yakopcic memristor models.
simulation memristor-models neuromorphic-computing neuromorphic
Language:Jupyter Notebook 25
flask-neumorphism-uikit
app-generator / flask-neumorphism-uikit
Flask Web App - Neumorphism UI Kit | AppSeed
flask flask-application open-source neuromorphic appseed web-app-generator
Language:CSS 23
ajayarunachalam / pynmsnn
NeuroMorphic Predictive Model with Spiking Neural Networks (SNN) using Pytorch
pytorch spiking-neural-networks python neuromorphic neuromorphic-computing classification regression predictive-modeling machine-learning deep-learning deep-neural-networks torch biological-neural-networks hebbian-learning spike-time-dependent-plasticity spike-inference spike-detection
Language:Jupyter Notebook 22
shubhsk88 / pokedex-app
A Pokedex to search for your favorite pokemon and to look for their details
pokemon neuromorphic react javascript tailwind
Language:JavaScript 16
artiomn / awesome-neuromorphic
A curated list of awesome neuromorphic frameworks, libraries, resources, and other things
brain loihi machine-learning pynn snn spiking spiking-networks ann-to-snn neural-networks neuro neuromorphic awesome-list awesome list
15
Merterm / BRAIN-M
Brilliantly Radical Artificially Intelligent Neural Machine
brain hardware hardware-designs hardware-architectures neural-network neuromorphic-hardware neuromorphic neuromorphic-computing neuromorphic-engineering neuroscience neurons neuron
Language:Verilog 14
nengo / nengo-fpga
Nengo extension to connect to FPGAs
nengo python neuromorphic fpga
Language:Python 13
bald6354 / iets
Inceptive Event Time Surfaces (ICIAR 2019)
neuromorphic dvs
Language:MATLAB 12
MuonRay / QuantumNetworkSimulations
A series of simulation codes used to emulate quantum-like networks in the simulation of emergent adaptive behavior, such as network synchronization, and relate the nature of the coupled harmonic oscillators with non-local behavior and chimera states in systems of quantum particles. Coding Used is based on mathematical modelling of transport in quantum many-body systems and networks made tractable using the quantum newtons cradle. A full showcase of this project is discussed in the following videos:https://www.youtube.com/watch?time_continue=115&v=WX3Ds_xCOaE
simulation quantum quantum-algorithms quantum-computing networks networks-biology physics firefly-algorithm kuramoto-model chimera-states synchronization oscillators emergence neuromorphic chaos complexity quantum-newtons-cradle quantum-chaos
Language:Python 11
open-neuromorphic / open-neuromorphic.github.io
Public website, hosted through GitHub pages.
blog hugo-theme neuromorphic
Language:Jupyter Notebook 11
open-neuromorphic / snnmetrics
Metrics for spiking neural networks based on torchmetrics
machine-learning snn spiking statistics neuromorphic
Language:Python 11
AndrzejKucik / SNN4Space
ANN to SNN conversion on land cover and land use classification problem for increased energy efficiency.
ann artificial-neural-networks energy-consumption energy-efficiency eurosat land-cover-classification land-use-classification land-use-land-cover neuromorphic neuromorphic-computing snn spiking-neural-networks ucm ucmerced
Language:Python 10
nikhil-garg / EMG_exp
This is the code for the paper Signals to Spikes for Neuromorphic Regulated Reservoir Computing and EMG Hand Gesture Recognition
emg machine-learning neuromorphic python reservoir-computing snn
Language:Jupyter Notebook 9
SpiNNCer
SpiNNakerManchester / SpiNNCer
Bio-inspired neuromorphic cerebellum
spinnaker spinnaker-nmc spinnaker-hardware neuromorphic neuromorphic-computing neuromorphic-hardware pynn cerebellum cerebellum-model spiking-neural-network nest-simulator
Language:Python 9

neuromorphic

Shikhargupta / Spiking-Neural-Network

pawlik92 / flutter_whirlpool

norse / norse

lava-nc / lava

mikeroyal / Neuromorphic-Computing-Guide

neuromorphs / tonic

prophesee-ai / openeb

open-neuromorphic / open-neuromorphic

lava-nc / lava-dl

aa-samad / conv_snn

open-neuromorphic / awesome-neuromorphic-hw

wangxiao5791509 / VisEvent_SOT_Benchmark

kmheckel / spyx

aestream / aestream

neuromorphs / NIR

lava-nc / lava-optimization

synsense / rockpool

lava-nc / lava-dnf

ialzugaray / haste

ac-freeman / adder-codec-rs

open-neuromorphic / expelliarmus

libgirlenterprise / WheatNNLeek

thomastiotto / Memristor-Models

app-generator / flask-neumorphism-uikit

ajayarunachalam / pynmsnn

shubhsk88 / pokedex-app

artiomn / awesome-neuromorphic

Merterm / BRAIN-M

nengo / nengo-fpga

bald6354 / iets

MuonRay / QuantumNetworkSimulations

open-neuromorphic / open-neuromorphic.github.io

open-neuromorphic / snnmetrics

AndrzejKucik / SNN4Space

nikhil-garg / EMG_exp

SpiNNakerManchester / SpiNNCer