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Projects in Awesome Lists tagged with neuromorphic-computing

A curated list of projects in awesome lists tagged with neuromorphic-computing .

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https://github.com/666DZY666/micronet

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-Arithmetic-Only Inference)、Low-Bit(≤2b)/Ternary and Binary(TWN/BNN/XNOR-Net); post-training-quantization(PTQ), 8-bit(tensorrt); 2、 pruning: normal、regular and group convolutional channel pruning; 3、 group convolution structure; 4、batch-normalization fuse for quantization. deploy: tensorrt, fp32/fp16/int8(ptq-calibration)、op-adapt(upsample)、dynamic_shape

batch-normalization-fuse bnn convolutional-networks dorefa group-convolution integer-arithmetic-only model-compression network-in-network network-slimming neuromorphic-computing onnx post-training-quantization pruning pytorch quantization quantization-aware-training tensorrt tensorrt-int8-python twn xnor-net

Last synced: 31 Jul 2024

https://github.com/lava-nc/lava

A Software Framework for Neuromorphic Computing

deep-learning neural-networks neuromorphic neuromorphic-computing neuroscience python

Last synced: 01 Aug 2024

https://github.com/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

Last synced: 03 Oct 2024

https://github.com/BICLab/Spike-Driven-Transformer

Offical implementation of "Spike-driven Transformer" (NeurIPS2023)

neuromorphic-computing spike-driven spiking-neural-network spiking-transformer transformer-based-snn

Last synced: 02 Aug 2024

https://github.com/lava-nc/lava-dl

Deep Learning library for Lava

deep-learning neural-networks neuromorphic neuromorphic-computing python pytorch

Last synced: 27 Sep 2024

https://github.com/htm-community/htm.core

Actively developed Hierarchical Temporal Memory (HTM) community fork (continuation) of NuPIC. Implementation for C++ and Python

ai anomaly-detection cortical-learning cpp hierarchical-temporal-memory htm neural-networks neuromorphic-computing neuroscience neuroscience-inspired-ai nupic prediction reproducible-research sparse-distributed-memory

Last synced: 04 Aug 2024

https://github.com/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

Last synced: 02 Aug 2024

https://github.com/electronicvisions/norse

Deep learning for spiking neural networks

deep-learning machine-learning neuromorphic-computing python pytorch spiking-neural-networks tensors

Last synced: 02 Aug 2024

https://github.com/BICLab/SpikeYOLO

Offical implementation of "Integer-Valued Training and Spike-Driven Inference Spiking Neural Network for High-performance and Energy-efficient Object Detection" (ECCV2024 Oral)

neuromorphic-computing spiking-neural-networks

Last synced: 07 Sep 2024

https://github.com/johnberroa/Duel-of-the-Numbers

A mixing of neuromorphic and quantum computing for the Comparative Machine Learning class

game neuromorphic-computing quantum-computing

Last synced: 30 Jul 2024

https://github.com/sourceduty/neuromorphic_simulator

🧠 Simulate brain-like computing for efficient AI processing.

ai brain-like chatgpt custom-gpt customgpt gpts neuromorphic neuromorphic-computing neuromorphic-science neuromorphic-simulation neuromorphic-simulator openai science simulation simulation-modeling simulations simulator

Last synced: 26 Sep 2024