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sparse-networks

Here are 5 public repositories matching this topic...

split-weight

ab-bhorania / split-weight

Split a single neural network into multiple smaller networks using weight splitting.

machine-learning sparsity ai deep-learning neural-networks model-architecture model-compression graph-decomposition efficient-inference network-pruning weight-pruning inference-optimization computational-efficiency model-optimization experimental-research sparse-networks network-decomposition subnetwork-extraction

Updated Apr 27, 2026
Jupyter Notebook

zitonghuangcynthia / SWAT-NN

Official implementation of the SWAT-NN

neural-architecture-search neural-network-optimization functional-embedding sparse-networks latent-space-optimization

Updated Dec 12, 2025
Python

Dr-Pro-Group / project_positronic_brain

A biomimetic, learnable, sparse 3D conductance-based recurrent neural network — used directly as a generative model.

machine-learning pytorch recurrent-neural-networks computational-neuroscience generative-model neuromorphic brain-inspired multimodal neuroai sparse-networks

Updated Aug 1, 2026
Python

itsbrendandang / wirelogic

Fully-trainable differentiable logic gate networks with learnable connections - reference implementation of arXiv:2607.09399

machine-learning pytorch neural-networks arxiv sparse-networks straight-through-estimator differentiable-logic logic-gate-networks

Updated Jul 13, 2026
Python

sachncs / tsn-affinity

Continual offline reinforcement learning with training-aware sparse networks and affinity routing.

python machine-learning reinforcement-learning ai pytorch continual-learning offline-rl decision-transformer sparse-networks

Updated Sep 14, 2026
Python

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