neuromorphic-hardware

There are 7 repositories under neuromorphic-hardware topic.

Shikhargupta / Spiking-Neural-Network
Pure python implementation of SNN
mnist-classification neural-network neuromorphic neuromorphic-hardware python spike-time-dependent-plasticity spike-trains spiking-neural-networks synapse
Language:Python 983
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 254
BICLab / Spike-Driven-Transformer-V2
Offical implementation of "Spike-driven Transformer V2: Meta Spiking Neural Network Architecture Inspiring the Design of Next-generation Neuromorphic Chips" (ICLR2024)
neuromorphic-computing neuromorphic-hardware spiking-neural-networks
Language:Python 82
Shikhargupta / Spiking-Restricted-Boltzmann-Machine
RBM implemented with spiking neurons in Python. Contrastive Divergence used to train the network.
spiking-neural-networks restricted-boltzmann-machine contrastive-divergence-algorithm spike-trains spike-time-dependent-plasticity mnist-handwriting-recognition neuromorphic-engineering synapse neuromorphic-hardware python
Language:Python 26
RTC-research-group / OpenNAS
OpenN@S: Open-source software to NAS automatic VHDL code generation
opennas neuromorphic-auditory-sensors neuromorphic-hardware spiking-neural-networks neuromorphic-engineering aedat cochlea vhdl vhdl-generation
Language:C# 22
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
markplagge / NeMo
NeMo - A hardware agnostic neuromorphic processor simulation model built on ROSS
ross spiking-neural-networks neuromorphic-hardware event-driven-simulation simulation-model
Language:C 13
rfma23 / aertb
An Address Event Representation toolbox for loading and visualising event data files in Python
event-based-camera neuromorphic-hardware event-data toolbox
Language:Python 9
SpiNNCer
SpiNNakerManchester / SpiNNCer
Bio-inspired neuromorphic cerebellum
cerebellum cerebellum-model nest-simulator neuromorphic neuromorphic-computing neuromorphic-hardware pynn spiking-neural-network spinnaker spinnaker-hardware spinnaker-nmc
Language:Python 9
federicohyo / ofxSiliconRetina
openFrameworks addon for interfacing to the Dynamic Vision Sensors. This addon is a basic logger and player for the DAVIS/DVS sensors family
openframeworks-addon openframewors neuromorphic-hardware
Language:C 8
jpdominguez / NAVIS-Tool
Neuromorphic Auditory Visualizer Tool
navis nas cochlea neuromorphic-auditory-sensors neuromorphic-hardware neuromorphic-engineering spiking-neural-networks aedat jaer neuroinformatics neuromorphic
Language:C# 8
cepdnaclk / e16-4yp-neuromorphic-architecture
Neuromorphic architectures are hardware architectures that use the biologically inspired neural functions as the basis of operation. Information processing based on spiking neuron architectures have caught considerable attention in recent years due to its low power consumption compared to traditional artificial neural networks. In this project, as the first stage, we are implementing parallel multiple processing elements based on RISC-V architecture to represent biological neurons. Single neurons can be implemented as a single processor with local memory access or since the spike time of biological neurons is in the millisecond order multiple neurons can be virtualized to a single processor. At the second stage of the process, we are expecting to design encoders and decoders to benchmark the architecture by solving classical machine learning problems.
fpga neuromorphic-computing neuromorphic-engineering neuromorphic-hardware risc-v
Language:VHDL 5
AmirhosseinR / e-prop-on-gsc
E-prop on spinnaker 2: exploring online learning in spiking rnns on neuromorphic hardware
spinnaker e-prop cortex-m4f snn spiking-neural-networks training online-learning real-time neuromorphic-hardware deep-learning tensorflow
Language:Python 2
blackdreamai / Converge
A human-machine created programming language for neuromorphic engineering.
cognitive-neuroscience neuromorphic neuromorphic-computing neuromorphic-hardware neuromorphism programming-language
2
Geekdude / aurora-ack
vhdl aurora neuromorphic-computing neuromorphic-hardware high-speed-serial
Language:VHDL 2
SLAM-Lab / SANA-FE
Simulation of Advanced Neuromorphic Architectures for Fast Exploration
neuromorphic neuromorphic-hardware performance-simulation
Language:Python 2
thennen / Synaptogen
A fast generative model for stochastic memory cells
circuit-simulation emerging-technology gpu julia machine-learning modeling neuromorphic-hardware reram simulation verilog-a
Language:Julia 2
electronicvisions / spack
A flexible package manager designed to support multiple versions, configurations, platforms, and compilers.
neuromorphic-hardware resource-manager
Language:Python 1

neuromorphic-hardware

Shikhargupta / Spiking-Neural-Network

mikeroyal / Neuromorphic-Computing-Guide

BICLab / Spike-Driven-Transformer-V2

Shikhargupta / Spiking-Restricted-Boltzmann-Machine

RTC-research-group / OpenNAS

Merterm / BRAIN-M

markplagge / NeMo

rfma23 / aertb

SpiNNakerManchester / SpiNNCer

federicohyo / ofxSiliconRetina

jpdominguez / NAVIS-Tool

cepdnaclk / e16-4yp-neuromorphic-architecture

AmirhosseinR / e-prop-on-gsc

blackdreamai / Converge

Geekdude / aurora-ack

SLAM-Lab / SANA-FE

thennen / Synaptogen

electronicvisions / spack