Neuromorphic Computing Collection
Repositories tagged with "neuromorphic-computing"
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Repositories tagged with "neuromorphic-computing"
micronet
666DZY666
โmicronet, a model compression and deploy lib. compression: 1ใquantization: quantization-aware-training(QAT), High-Bit(>2b)(DoReFa/Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference)ใLow-Bit(โค2b)/Ternary and Binary(TWN/BNN/XNOR-Net); post-training-quantization(PTQ), 8-bit(tensorrt); 2ใ pruning: normalใregular and group convolutional channel pruning; 3ใ group convolution structure; 4ใbatch-normalization fuse for quantization. deploy: tensorrt, fp32/fp16/int8(ptq-calibration)ใop-adapt(upsample)ใdynamic_shapeโ
Awesome-Spiking-Neural-Networks
TheBrainLab
โA paper list of spiking neural networks, including papers, codes, and related websites. ๆฌไปๅบๆถ้่ๅฒ็ฅ็ป็ฝ็ป็ธๅ ณ็้กถไผ้กถๅไปฅๅCNS่ฎบๆๅไปฃ็ ๏ผๆญฃๅจๆ็ปญๆดๆฐไธญใโ
lava
lava-nc
โA Software Framework for Neuromorphic Computingโ
Neuromorphic-Computing-Guide
mikeroyal
โLearn about the Neumorphic engineering process of creating large-scale integration (VLSI) systems containing electronic analog circuits to mimic neuro-biological architectures.โ
awesome-snn-conference-paper
AXYZdong
โ๐ฅ This repository compiles research papers (from top-tier conferences and journals) and code implementations in the field of Spiking Neural Networks (SNNs). ๆฌไปๅบๆถ้ไบ่ๅฒ็ฅ็ป็ฝ็ป้ขๅ็้กถไผ้กถๅ่ฎบๆๅไปฃ็ ๏ผๆญฃๅจๆ็ปญๆดๆฐไธญใโ
HE
jiaxiaogang
โ่บๆ็ตๅ็ณป็ปโ
Spike-Driven-Transformer
BICLab
โOffical implementation of "Spike-driven Transformer" (NeurIPS2023)โ
open-neuromorphic
open-neuromorphic
โA list of neuromorphic software projectsโ
Event-based-Vision_Resources
chakravarthi589
โResources Related to Event-based Vision | Event Cameras | DVSโ
openeb
prophesee-ai
โOpen source SDK to create applications leveraging event-based vision hardware equipmentโ
SpikeYOLO
BICLab
โOffical implementation of "Integer-Valued Training and Spike-Driven Inference Spiking Neural Network for High-performance and Energy-efficient Object Detection" (ECCV2024 Best Paper Candidate)โ
Spike-Driven-Transformer-V2
BICLab
โOffical implementation of "Spike-driven Transformer V2: Meta Spiking Neural Network Architecture Inspiring the Design of Next-generation Neuromorphic Chips" (ICLR2024)โ
lava-dl
lava-nc
โDeep Learning library for Lavaโ
Dynex
dynexcoin
โDynex is the worldโs only accessible neuromorphic quantum computing cloud for solving real-world problems, at scale.โ
QKFormer
zhouchenlin2096
โOffical code of "QKFormer: Hierarchical Spiking Transformer using Q-K Attention" โ
HELIX_THEORY
jiaxiaogang
โ่บๆ็ตๅ็่ฎบโ
Spikingformer
TheBrainLab
โSpikingformer: A Key Foundation Model for Spiking Neural Networks (AAAI 2026)โ
spiking-fullsubnet
haoxiangsnr
โOfficial repository of Spiking-FullSubNet, the Intel N-DNS Challenge Algorithmic Track Winner.โ