hyperdimensional-computing / torchhdLinks
Torchhd is a Python library for Hyperdimensional Computing and Vector Symbolic Architectures
☆343Updated 5 months ago
Alternatives and similar repositories for torchhd
Users that are interested in torchhd are comparing it to the libraries listed below
Sorting:
- Collection of Hyperdimensional Computing Projects☆372Updated 3 years ago
- A Library for Differentiable Logic Gate Networks☆745Updated last year
- Spyx: Spiking Neural Networks in JAX☆126Updated last week
- NGC-Learn: Neurobiological Systems Simulation and NeuroAI Design in Python☆165Updated this week
- PyTorch Implementation of the paper "A Neuro-vector-symbolic architecture for Solving Raven's Progressive Matrices" published in Nature M…☆96Updated 2 months ago
- Scalable training and inference for Probabilistic Circuits☆86Updated last week
- Forward Pass Learning and Inference Library, for neural networks and general intelligence, Signal Propagation (sigprop)☆55Updated 2 years ago
- ☆92Updated last year
- Neuromorphic Intermediate Representation reference implementation☆139Updated 3 weeks ago
- Code for NEMO, and Assembly Calculus☆108Updated last year
- Code to simulate energy-based analog systems and equilibrium propagation☆30Updated 7 months ago
- ☆29Updated 3 years ago
- TinyNS: Platform-Aware Neurosymbolic Auto Tiny Machine Learning☆24Updated 2 years ago
- Open source version of ArchGym project.☆122Updated 7 months ago
- Butterfly matrix multiplication in PyTorch☆177Updated 2 years ago
- Fully documented Pytorch implementation of the Equilibrium Propagation algorithm.☆38Updated 5 years ago
- Official implementation for the paper "Understanding Hyperdimensional Computing for Parallel Single-Pass Learning"☆23Updated 2 years ago
- Implemented here a Binary Neural Network (BNN) achieving nearly state-of-art results but recorded a significant reduction in memory usage…☆74Updated 4 years ago
- A runtime fault injection tool for PyTorch☆124Updated last year
- Hierarchical Associative Memory User Experience☆104Updated 2 weeks ago
- Reimplementation of Geoffrey Hinton's Forward-Forward Algorithm☆157Updated 2 years ago
- Deep learning for spiking neural networks☆69Updated last year
- Boolean Hypervectors with various operators for experiments in hyperdimensional computing (HDC).☆30Updated last year
- Spiking neural networks in JAX with equinox.☆27Updated last year
- Implementation/simulation of the predictive forward-forward credit assignment algorithm for training neurobiologically-plausible recurren…☆62Updated 2 years ago
- ☆234Updated 9 months ago
- Code for the paper "Predictive Coding Approximates Backprop along Arbitrary Computation Graphs"☆163Updated 5 years ago
- Benchmark harness and baseline results for the NeuroBench algorithm track.☆100Updated 4 months ago
- jaxsnn is an event-based approach to machine-learning-inspired training and simulation of SNNs, including support for the BrainScaleS-2 n…☆27Updated 2 weeks ago
- A list of neuromorphic software projects☆268Updated 4 months ago