hrshtv / pytorch-lmuLinks
A PyTorch implementation of Legendre Memory Units (LMUs) and its FFT variant
☆43Updated 3 years ago
Alternatives and similar repositories for pytorch-lmu
Users that are interested in pytorch-lmu are comparing it to the libraries listed below
Sorting:
- Unofficial implementation of Linear Recurrent Units, by Deepmind, in Pytorch☆71Updated 5 months ago
- Non official implementation of the Linear Recurrent Unit (LRU, Orvieto et al. 2023)☆57Updated 2 weeks ago
- Pytorch implementation of Simplified Structured State-Spaces for Sequence Modeling (S5)☆79Updated last year
- Official code for Coupled Oscillatory RNN (ICLR 2021, Oral)☆49Updated 4 years ago
- PyTorch implementation of Structured State Space for Sequence Modeling (S4), based on Annotated S4.☆87Updated last year
- The accompanying code for "Simplifying and Understanding State Space Models with Diagonal Linear RNNs" (Ankit Gupta, Harsh Mehta, Jonatha…☆23Updated 2 years ago
- ☆183Updated last year
- Parallelizing non-linear sequential models over the sequence length☆54Updated 2 months ago
- Unofficial but Efficient Implementation of "Mamba: Linear-Time Sequence Modeling with Selective State Spaces" in JAX☆88Updated last year
- Implementations of various linear RNN layers using pytorch and triton☆53Updated 2 years ago
- ☆302Updated 8 months ago
- Testing Difference Target Propagation (DTP) on MNIST.☆12Updated 4 years ago
- A State-Space Model with Rational Transfer Function Representation.☆81Updated last year
- Easy Hypernetworks in Pytorch and Jax☆105Updated 2 years ago
- ☆28Updated last year
- ☆14Updated 4 years ago
- Official code for Long Expressive Memory (ICLR 2022, Spotlight)☆70Updated 3 years ago
- Sequence Modeling with Structured State Spaces☆66Updated 3 years ago
- ☆34Updated 10 months ago
- ☆164Updated 2 years ago
- Sequence Modeling with Multiresolution Convolutional Memory (ICML 2023)☆127Updated last year
- ☆40Updated last year
- Predictive Coding JAX-based library☆81Updated 4 months ago
- Official code for UnICORNN (ICML 2021)☆28Updated 3 years ago
- A lightweight and flexible framework for Hebbian learning in PyTorch.☆89Updated last year
- Code for the paper "Predictive Coding Approximates Backprop along Arbitrary Computation Graphs"☆160Updated 4 years ago
- Layerwise Batch Entropy Regularization☆23Updated 3 years ago
- Keras implementation of Legendre Memory Units☆215Updated 2 months ago
- Implementation of GateLoop Transformer in Pytorch and Jax☆90Updated last year
- Official repository for the paper "Exploring the Promise and Limits of Real-Time Recurrent Learning" (ICLR 2024)☆13Updated 3 months ago