Gothos / LRU-pytorch
Unofficial implementation of Linear Recurrent Units, by Deepmind, in Pytorch
☆66Updated last year
Alternatives and similar repositories for LRU-pytorch:
Users that are interested in LRU-pytorch are comparing it to the libraries listed below
- Non official implementation of the Linear Recurrent Unit (LRU, Orvieto et al. 2023)☆53Updated 3 months ago
- Implementations of various linear RNN layers using pytorch and triton☆49Updated last year
- Pytorch implementation of Simplified Structured State-Spaces for Sequence Modeling (S5)☆74Updated 9 months ago
- Parallelizing non-linear sequential models over the sequence length☆50Updated last month
- PyTorch implementation of Structured State Space for Sequence Modeling (S4), based on Annotated S4.☆76Updated 11 months ago
- A PyTorch implementation of Legendre Memory Units (LMUs) and its FFT variant☆41Updated 3 years ago
- ☆280Updated last month
- Predictive Coding JAX-based library☆45Updated this week
- Training Recurrent Neural Networks via Forward Propagation Through Time☆38Updated 3 years ago
- ☆37Updated last year
- A State-Space Model with Rational Transfer Function Representation.☆77Updated 9 months ago
- Implementation/simulation of the predictive forward-forward credit assignment algorithm for training neurobiologically-plausible recurren…☆55Updated last year
- ☆14Updated 3 years ago
- ☆172Updated 8 months ago
- Spyx: Spiking Neural Networks in JAX☆109Updated 4 months ago
- A lightweight and flexible framework for Hebbian learning in PyTorch.☆81Updated 11 months ago
- Official code for Coupled Oscillatory RNN (ICLR 2021, Oral)☆43Updated 3 years ago
- Python implementation of the methods in Meulemans et al. 2020 - A Theoretical Framework For Target Propagation☆31Updated 3 months ago
- ☆30Updated 2 months ago
- Artificial Kuramoto Oscillatory Neurons☆51Updated this week
- Neurons learn by predicting future activity☆27Updated 3 years ago
- Public code for Illing, Ventura, Bellec & Gerstner 2021: Local plasticity rules can learn deep representations using self-supervised cont…☆24Updated 10 months ago
- BioTorch is a PyTorch framework specializing in biologically plausible learning algorithms☆47Updated 11 months ago
- ☆28Updated 7 months ago
- Evaluating the Mamba architecture on the Othello game☆44Updated 9 months ago
- Benchmarking RL for POMDPs in Pure JAX [Code for "Structured State Space Models for In-Context Reinforcement Learning" (NeurIPS 2023)]☆95Updated last year
- Dreamer on JAX☆15Updated 3 years ago
- ☆18Updated last year
- MoMo: Momentum Models for Adaptive Learning Rates☆18Updated 8 months ago
- Neural State-Space Models and Latent Dynamics Functions in PyTorch for High-Dimensional Forecasting☆42Updated 2 months ago