malcolmw / LTCNNLinks
TensorFlow implementation of Liquid Time-Constant Neural Network layers
☆21Updated 3 years ago
Alternatives and similar repositories for LTCNN
Users that are interested in LTCNN are comparing it to the libraries listed below
Sorting:
- Tutorial to implement Liquid Time-Constant Neural Network from scratch (eng\rus)☆27Updated last year
- Liquid Structural State-Space Models☆366Updated last year
- Closed-form Continuous-time Neural Networks☆968Updated last year
- Code Repository for Liquid Time-Constant Networks (LTCs)☆1,720Updated last year
- Oger is a toolbox mainly used for Reservoir Computing neural networks, such as Echo State Networks (ESN) and Liquid State Machines (LSM)☆19Updated 3 years ago
- Liquid Neural Network☆20Updated last month
- Implementation of Liquid Nets in Pytorch☆67Updated 3 weeks ago
- Oscillatory State-Space Models☆96Updated 5 months ago
- Code for the paper "Next Generation Reservoir Computing"☆179Updated 3 years ago
- Implementation/simulation of the predictive forward-forward credit assignment algorithm for training neurobiologically-plausible recurren…☆60Updated 2 years ago
- A list of neuromorphic software projects☆241Updated last month
- Spyx: Spiking Neural Networks in JAX☆124Updated 9 months ago
- Liquid neural networks for cancer image classification☆79Updated last year
- A machine learning library for spiking neural networks. Supports training with both torch and jax pipelines, and deployment to neuromorph…☆71Updated last month
- A simple and flexible code for Reservoir Computing architectures like Echo State Networks☆558Updated last week
- Liquid Neural Networks (LNNs) Classification, Clustering, and Regression☆23Updated 7 months ago
- Pytorch implementation of the xLSTM model by Beck et al. (2024)☆169Updated last year
- a PyTorch based Reservoir Computing package with Automatic Hyper-Parameter Tuning☆45Updated 2 years ago
- Variations of Kolmogorov-Arnold Networks☆115Updated last year
- TKAN: Temporal Kolmogorov-Arnold Networks☆212Updated 7 months ago
- Resources about xLSTM by Sepp Hochreiter☆318Updated 8 months ago
- NGC-Learn: Neurobiological Systems Design and Simulation in Python☆155Updated last week
- Neuromorphic Intermediate Representation reference implementation☆119Updated last week
- Efficient Python library for Extended LSTM with exponential gating, memory mixing, and matrix memory for superior sequence modeling.☆294Updated last year
- Implementation of "SpikeGPT: Generative Pre-trained Language Model with Spiking Neural Networks"☆834Updated 3 weeks ago
- Open Neuromorphic Website☆17Updated last week
- Deep learning with spiking neural networks (SNNs) in PyTorch.☆750Updated 3 weeks ago
- ☆298Updated 7 months ago
- ☆81Updated last year
- PyTorch implementation of the eligibility propagation (e-prop) learning algorithm.☆53Updated 3 years ago