brain-inspired

There are 2 repositories under brain-inspired topic.

GMvandeVen / brain-inspired-replay
A brain-inspired version of generative replay for continual learning with deep neural networks (e.g., class-incremental learning on CIFAR-100; PyTorch code).
continual-learning lifelong-learning incremental-learning generative-replay brain-inspired deep-learning artificial-neural-networks split-mnist permuted-mnist split-cifar100 internal-replay replay-through-feedback replay synaptic-intelligence elastic-weight-consolidation variational-autoencoder distillation
Language:Python 217
zhouchenlin2096 / Awesome-Spiking-Neural-Networks
A paper list of spiking neural networks, including papers, codes, and related websites.
codes papers snn spiking spiking-neural-network paperlist deep-learning brain-inspired event-driven neuromorphic-computing spikingjelly 3rd-generation-of-artificial-neural-networks biological-plausibility energy-efficiency binary spike awesome-list awesome
105
zhouchenlin2096 / Spikingformer
Spikingformer: Spike-driven Residual Learning for Transformer-based Spiking Neural Network
brain-inspired deep-learning neuromorphic-computing snn spiking-neural-networks transformer spiking-transformer binary spike 3rd-generation-of-artificial-neural-networks spikingjelly energy-efficiency pytorch
Language:Python 56
mchancan / flynet
Official PyTorch implementation of paper "A Hybrid Compact Neural Architecture for Visual Place Recognition" by M. Chancán (RA-L & ICRA 2020) https://doi.org/10.1109/LRA.2020.2967324
place-recognition neural-networks recurrent-neural-networks visual-localization brain-inspired bio-inspired
Language:Python 45
NeurAI-Lab / CLS-ER
The official PyTorch code for ICLR'22 Paper "Learning Fast, Learning Slow: A General Continual Learning Method based on Complementary Learning System""
continual-learning deep-learning deep-neural-networks incremental-learning online-continual-learning lifelong-machine-learning brain-inspired
Language:Python 43
zhouchenlin2096 / Spikingformer-CML
Enhancing the Performance of Transformer-based Spiking Neural Networks by SNN-optimized Downsampling with Precise Gradient Backpropagation
3rd-generation-of-artificial-neural-networks binary brain-inspired deep-learning energy-efficiency neuromorphic-computing snn spike spiking-neural-network spiking-transformer spikingjelly transformer pytorch
Language:Python 32
GhadaSokar / SpaceNet
Implementation for the paper "SpaceNet: Make Free Space For Continual Learning" in PyTorch.
sparse-representations sparse-neural-networks sparse-training continual-learning life-long-learning incremental-learning catastrophic-forgetting brain-inspired deep-learning deep-neural-networks
Language:Python 8
NeurAI-Lab / MTSL
Multi-Task Structural Learning using Local Task Similarity induced Neuron Creation and Removal
brain-inspired brain-inspired-ai multitask-learning
Language:Python 4
iwalteryu / Simple_Visual_Odometry_V1_01
Simple_Visual_Odometry_V1_01
ratslam brain-inspired navigation
Language:MATLAB 0