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A Software Framework for Neuromorphic Computing

Neuromorphic Computing Guide ⭐ 191

Learn about the Neumorphic engineering process of creating large-scale integration (VLSI) systems containing electronic analog circuits to mimic neuro-biological architectures.

Spike Driven Transformer ⭐ 130

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

Lava Dl ⭐ 125

Deep Learning library for Lava

This repository will host models, modules, algorithms and applications developed by the INRC Community to run on the Intel Loihi Platform.

Offical implementation of "Gated Attention Coding for Training High-performance and Efficient Spiking Neural Networks" (AAAI2024)

Deep learning for spiking neural networks

Lava Optimization ⭐ 47

Neuromorphic mathematical optimization with Lava

Lava Dnf ⭐ 39

Dynamic Neural Fields with Lava

Spiking Fullsubnet ⭐ 35

Official repository of Spiking-FullSubNet, the Intel N-DNS Challenge Algorithmic Track Winner.

Spikingformer ⭐ 27

Spikingformer: Spike-driven Residual Learning for Transformer-based Spiking Neural Network

Low-level Python APIs for Accessing Neuromorphic Devices.

Spiking Ddpg Mapless Navigation ⭐ 17

Spiking-DDPG trains an SNN for energy-efficient mapless navigation on Intel's Loihi neuromorphic processor.

Spikingformer Cml ⭐ 14

Enhancing the Performance of Transformer-based Spiking Neural Networks by SNN-optimized Downsampling with Precise Gradient Backpropagation

Lsnn Official ⭐ 13

Long short-term memory Spiking Neural Networks

NeuroMorphic Predictive Model with Spiking Neural Networks (SNN) using Pytorch

Noisy Spiking Neuron Nets ⭐ 8

Official repo of Noisy Spiking Neural Networks

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