hyperdimensional-computing / torchhd
Torchhd is a Python library for Hyperdimensional Computing and Vector Symbolic Architectures
☆248Updated 2 weeks ago
Related projects ⓘ
Alternatives and complementary repositories for torchhd
- Collection of Hyperdimensional Computing Projects☆331Updated 2 years ago
- List of open source neuromorphic projects: SNN training frameworks, DVS handling routines and so on.☆182Updated 10 months ago
- Neuromorphic Intermediate Representation reference implementation☆81Updated this week
- Spyx: Spiking Neural Networks in JAX☆102Updated last month
- Deep learning for spiking neural networks☆66Updated 6 months ago
- Official implementation for the paper "Understanding Hyperdimensional Computing for Parallel Single-Pass Learning"☆17Updated last year
- ☆28Updated 2 years ago
- Code for NEMO, and Assembly Calculus☆105Updated 2 weeks ago
- Repository collecting papers about neuromorphic hardware, such as ASIC and FPGA implementations of SNNs and stuff.☆144Updated last year
- ReckOn: A Spiking RNN Processor Enabling On-Chip Learning over Second-Long Timescales - HDL source code and documentation.☆77Updated 2 years ago
- Quantization-aware training with spiking neural networks☆36Updated 2 years ago
- High-speed simulator of convolutional spiking neural networks with at most one spike per neuron.☆382Updated 3 years ago
- Toolbox for converting analog to spiking neural networks (ANN to SNN), and running them in a spiking neuron simulator.☆363Updated last year
- Benchmark harness and baseline results for the NeuroBench algorithm track.☆63Updated this week
- jaxsnn is an event-based approach to machine-learning-inspired training and simulation of SNNs, including support for the BrainScaleS-2 n…☆15Updated last week
- Forward Pass Learning and Inference Library, for neural networks and general intelligence, Signal Propagation (sigprop)☆45Updated last year
- ☆31Updated 10 months ago
- Publicly available event datasets and transforms.☆211Updated 2 months ago
- Deep Learning library for Lava☆154Updated 2 weeks ago
- A Simulation Framework for Memristive Deep Learning Systems☆139Updated 6 months ago
- NGC-Learn: Neurobiological Learning and Biomimetic Systems Simulation in Python☆124Updated this week
- A machine learning library for spiking neural networks. Supports training with both torch and jax pipelines, and deployment to neuromorph…☆53Updated last week
- Hyperdimensional computing for language recognition: Matlab and RTL implementations☆31Updated 7 years ago
- Tutorial for surrogate gradient learning in spiking neural networks☆291Updated 3 months ago
- Efficient Spiking Neural Network framework, built on top of PyTorch for GPU acceleration☆217Updated 3 months ago
- This repository will host models, modules, algorithms and applications developed by the INRC Community to run on the Intel Loihi Platform…☆81Updated last year
- Deep learning with spiking neural networks (SNNs) in PyTorch.☆676Updated last month
- ☆66Updated 10 months ago
- Brian 2 frontend to the GeNN simulator☆47Updated 2 months ago
- Experiments with Direct Feedback Alignment training scheme for DNNs☆31Updated 7 years ago