sparse-neural-networks
Here are 25 public repositories matching this topic...
A neural net with a terminal-based testing program.
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Sep 23, 2021 - F#
Simple C++ implementation of a sparsely connected multi-layer neural network using OpenMP and CUDA for parallelization.
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Mar 7, 2021 - C++
Sparse Matrix Library for GPUs, CPUs, and FPGAs via CUDA, OpenCL, and oneAPI
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Nov 6, 2023 - Rust
Robustness of Sparse Multilayer Perceptrons for Supervised Feature Selection
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Apr 26, 2022 - Python
Neural Network Sparsification via Pruning
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Mar 14, 2020 - Python
Offical implementation of "Sparser spiking activity can be better: Feature Refine-and-Mask spiking neural network for event-based visual recognition" (Neural Networks 2023)
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Oct 15, 2023 - Python
Adaptive Sparsity Level during Training for Efficient Time Series Forecasting with Transformers
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Nov 15, 2023
Code for testing DCT plus Sparse (DCTpS) networks
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Jun 15, 2021 - Python
This is the repository for the SNN-22 Workshop paper on "Generalization and Memorization in Sparse Neural Networks".
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Feb 15, 2023 - Python
PyTorch Implementation of TopKAST
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Dec 28, 2022 - Python
Implementation for the paper "SpaceNet: Make Free Space For Continual Learning" in PyTorch.
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Feb 28, 2021 - Python
[ICLR 2022] "Peek-a-Boo: What (More) is Disguised in a Randomly Weighted Neural Network, and How to Find It Efficiently", by Xiaohan Chen, Jason Zhang and Zhangyang Wang.
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Jan 21, 2022 - Python
[IJCAI 2022] "Dynamic Sparse Training for Deep Reinforcement Learning" by Ghada Sokar, Elena Mocanu , Decebal Constantin Mocanu, Mykola Pechenizkiy, and Peter Stone.
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May 13, 2022 - Python
[ICLR 2022] "Learning Pruning-Friendly Networks via Frank-Wolfe: One-Shot, Any-Sparsity, and No Retraining" by Lu Miao*, Xiaolong Luo*, Tianlong Chen, Wuyang Chen, Dong Liu, Zhangyang Wang
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Jan 20, 2022 - Python
Implementation of artcile "The Lottery Ticket Hypothesis: Finding Sparse, Trainable Neural Networks"
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Jun 12, 2019 - Jupyter Notebook
[Machine Learning Journal (ECML-PKDD 2022 journal track)] A Brain-inspired Algorithm for Training Highly Sparse Neural Networks
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Feb 20, 2023 - Python
[TMLR] Supervised Feature Selection with Neuron Evolution in Sparse Neural Networks
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Feb 12, 2023 - Python
Event-based neural networks
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May 2, 2024 - Python
Demo code for CVPR2023 paper "Sparsifiner: Learning Sparse Instance-Dependent Attention for Efficient Vision Transformers"
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Jul 4, 2023 - Python
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