hyperdimensional-computing / torchhdLinks
Torchhd is a Python library for Hyperdimensional Computing and Vector Symbolic Architectures
☆322Updated last month
Alternatives and similar repositories for torchhd
Users that are interested in torchhd are comparing it to the libraries listed below
Sorting:
- Spyx: Spiking Neural Networks in JAX☆123Updated 9 months ago
- A Library for Differentiable Logic Gate Networks☆714Updated last year
- Collection of Hyperdimensional Computing Projects☆358Updated 3 years ago
- Neuromorphic Intermediate Representation reference implementation☆118Updated last week
- NGC-Learn: Neurobiological Systems Design and Simulation in Python☆155Updated last week
- Forward Pass Learning and Inference Library, for neural networks and general intelligence, Signal Propagation (sigprop)☆55Updated 2 years ago
- Reimplementation of Geoffrey Hinton's Forward-Forward Algorithm☆154Updated last year
- Implementation/simulation of the predictive forward-forward credit assignment algorithm for training neurobiologically-plausible recurren…☆60Updated 2 years ago
- ☆29Updated 3 years ago
- Code to simulate energy-based analog systems and equilibrium propagation☆29Updated 4 months ago
- Deep learning for spiking neural networks☆69Updated last year
- ☆81Updated last year
- PyTorch Implementation of the paper "A Neuro-vector-symbolic architecture for Solving Raven's Progressive Matrices" published in Nature M…☆94Updated 2 years ago
- A list of neuromorphic software projects☆238Updated 3 weeks ago
- Implementation of "SpikeGPT: Generative Pre-trained Language Model with Spiking Neural Networks"☆834Updated 2 weeks ago
- Event datasets and transforms.☆252Updated 2 months ago
- jaxsnn is an event-based approach to machine-learning-inspired training and simulation of SNNs, including support for the BrainScaleS-2 n…☆21Updated this week
- Event-based neural networks☆27Updated last year
- Spiking neuron integration for PyTorch☆41Updated 4 months ago
- Benchmark harness and baseline results for the NeuroBench algorithm track.☆86Updated last week
- IBM Analog Hardware Acceleration Kit☆418Updated last month
- Official implementation for the paper "Understanding Hyperdimensional Computing for Parallel Single-Pass Learning"☆20Updated 2 years ago
- Deep learning with spiking neural networks (SNNs) in PyTorch.☆748Updated 3 weeks ago
- Numenta Platform for Intelligent Computing PyTorch libraries☆288Updated 10 months ago
- Fully documented Pytorch implementation of the Equilibrium Propagation algorithm.☆35Updated 5 years ago
- Tutorial for surrogate gradient learning in spiking neural networks☆325Updated last year
- Example of Dense Associative Memory training on MNIST☆38Updated 2 years ago
- Code for the paper "Predictive Coding Approximates Backprop along Arbitrary Computation Graphs"☆158Updated 4 years ago
- Experiments with Direct Feedback Alignment training scheme for DNNs☆32Updated 8 years ago
- BioTorch is a PyTorch framework specializing in biologically plausible learning algorithms☆51Updated last year