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micronet, a model compression and deploy lib. compression: 1、quantization: quantization-aware-training(QAT), High-Bit(>2b)(DoReFa/Quantization and Training of Neural Networks for Efficient Integer-Ari...
bnn
twn
onnx
dorefa
pruning
pytorch
tensorrt
xnor-net
quantization
network-slimming
group-convolution
model-compression
network-in-network
tensorrt-int8-python
convolutional-networks
neuromorphic-computing
integer-arithmetic-only
batch-normalization-fuse
post-training-quantization
quantization-aware-training
Created
2019-12-04
295 commits to master branch, last one 3 years ago
A Software Framework for Neuromorphic Computing
Created
2021-09-29
340 commits to main branch, last one 23 days ago
Learn about the Neumorphic engineering process of creating large-scale integration (VLSI) systems containing electronic analog circuits to mimic neuro-biological architectures.
neocortex
neuroimaging
neuromorphic
neuroscience
brain-imaging
neural-engine
neuron-models
neural-network
neural-networks
neural-processes
neural-rendering
neuronal-network
neural-simulators
neural-engineering
neuromorphic-hardware
neural-radiance-fields
neuromorphic-computing
neuromorphic-engineering
artificial-neural-networks
neural-machine-translation
Created
2021-10-03
25 commits to main branch, last one about a year ago
A paper list of spiking neural networks, including papers, codes, and related websites. 本仓库收集脉冲神经网络相关的顶会顶刊论文和代码，正在持续更新中。
Created
2023-02-21
191 commits to master branch, last one 7 days ago
螺旋熵减系统
Created
2017-04-07
4,529 commits to master branch, last one 15 hours ago
🔥 This repo collects top international conference papers, codes about Spiking Neural Networks. 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。
Created
2023-03-24
39 commits to main branch, last one 23 days ago
Offical implementation of "Spike-driven Transformer" (NeurIPS2023)
Created
2023-07-04
12 commits to main branch, last one about a year ago
List of open source neuromorphic projects: SNN training frameworks, DVS handling routines and so on.
Created
2022-12-10
77 commits to main branch, last one 4 months ago
Open source SDK to create applications leveraging event-based vision hardware equipment
Created
2021-03-23
152 commits to main branch, last one about a month ago
Resources Related to Event-based Vision | Event Cameras | DVS
Created
2024-02-13
680 commits to main branch, last one 10 days ago
Offical implementation of "Spike-driven Transformer V2: Meta Spiking Neural Network Architecture Inspiring the Design of Next-generation Neuromorphic Chips" (ICLR2024)
Created
2024-02-07
14 commits to main branch, last one 12 months ago
Offical implementation of "Integer-Valued Training and Spike-Driven Inference Spiking Neural Network for High-performance and Energy-efficient Object Detection" (ECCV2024 Best Paper Candidate)
Created
2024-07-11
59 commits to main branch, last one 3 days ago
Deep Learning library for Lava
Created
2021-09-29
192 commits to main branch, last one 23 days ago
Dynex is the world’s only accessible neuromorphic quantum computing cloud for solving real-world problems, at scale.
Created
2022-09-14
397 commits to main branch, last one about a year ago
螺旋熵减理论
Created
2017-07-26
3,519 commits to master branch, last one 2 days ago
Offical code of "QKFormer: Hierarchical Spiking Transformer using Q-K Attention" (NeurIPS 2024，Spotlight 3%)
Created
2023-07-21
82 commits to master branch, last one 3 months ago
Offical implementation of "Gated Attention Coding for Training High-performance and Efficient Spiking Neural Networks" (AAAI2024)
Created
2023-08-24
28 commits to main branch, last one 10 months ago
Official repository of Spiking-FullSubNet, the Intel N-DNS Challenge Algorithmic Track Winner.
Created
2023-04-25
282 commits to main branch, last one 20 days ago
Spikingformer: Spike-driven Residual Learning for Transformer-based Spiking Neural Network
Created
2023-04-07
176 commits to master branch, last one 4 months ago
This repository will host models, modules, algorithms and applications developed by the INRC Community to run on the Intel Loihi Platform.
This repository has been archived
(exclude archived)
Created
2020-01-30
64 commits to master branch, last one about a year ago
Spiking-DDPG trains an SNN for energy-efficient mapless navigation on Intel's Loihi neuromorphic processor.
Created
2020-07-08
10 commits to master branch, last one 3 years ago
Deep learning for spiking neural networks
Created
2019-10-24
343 commits to master branch, last one 2 years ago
Leaky Integrate and Fire (LIF) model implementation for FPGA
Created
2023-01-17
18 commits to main branch, last one about a year ago
Offical implementation of "Scaling Spike-driven Transformer with Efficient Spike Firing Approximation Training" (IEEE T-PAMI2025)
Created
2024-11-22
84 commits to main branch, last one 23 days ago
Neuromorphic mathematical optimization with Lava
Created
2021-09-29
234 commits to main branch, last one 23 days ago
Public code for VTSNN: A Virtual Temporal Spiking Neural Network (Fron. Neur.)
Created
2023-05-11
27 commits to main branch, last one about a year ago
Dynamic Neural Fields with Lava
Created
2021-09-29
111 commits to main branch, last one 23 days ago
Enhancing the Performance of Transformer-based Spiking Neural Networks by SNN-optimized Downsampling with Precise Gradient Backpropagation
Created
2023-05-08
169 commits to master branch, last one 9 months ago
PyTorch and Loihi implementation of the Spiking Neural Network for decoding EEG on Neuromorphic Hardware
Created
2022-05-30
6 commits to main branch, last one 2 years ago
Code for "End-to-End Adaptive Sampling and Representation for Event-based Detection with Recurrent Spiking Neural Networks", ECCV 2024
Created
2024-05-16
6 commits to main branch, last one 5 months ago