rctn / sparsecodingLinks
Reference sparse coding implementations for efficient learning and inference.
☆26Updated 6 months ago
Alternatives and similar repositories for sparsecoding
Users that are interested in sparsecoding are comparing it to the libraries listed below
Sorting:
- Predictive Coding JAX-based library☆86Updated 9 months ago
- Some methods for comparing network representations in deep learning and neuroscience.☆142Updated last year
- BioTorch is a PyTorch framework specializing in biologically plausible learning algorithms☆56Updated last year
- A repository collating interesting and/or influential predictive coding papers☆90Updated 4 years ago
- A Python Implementation of Predictive Coding (Whittington & Bogacz 2017)☆18Updated 5 years ago
- ☆16Updated 2 years ago
- Topographic Deep Artificial Neural Networks☆56Updated 3 months ago
- repository for grid cell network code☆73Updated 3 years ago
- The Zebrafish Activity Prediction Benchmark measures progress on the problem of predicting cellular-resolution neural activity throughout…☆62Updated 3 weeks ago
- ☆52Updated 4 years ago
- Code for the paper "Predictive Coding Approximates Backprop along Arbitrary Computation Graphs"☆168Updated 5 years ago
- ☆24Updated 2 years ago
- ☆42Updated 3 years ago
- Meta-learning local synaptic plasticity for continual familiarity detection☆16Updated 3 years ago
- Poisson Identifiable VAE (pi-VAE)☆53Updated 4 years ago
- Code base for the SENSORIUM competition.☆63Updated last year
- Differentiable neuron simulations with biophysical detail on CPU, GPU, or TPU.☆177Updated this week
- PyHGF: A neural network library for predictive coding☆116Updated 3 weeks ago
- The Official PyTorch Implementation of "Brain-like Variational Inference" (NeurIPS 2025 Paper)☆66Updated 2 months ago
- Code for NeurIPS 2022 No Free Lunch from Deep Learning in Neuroscience: A Case Study through Models of the Entorhinal-Hippocampal Circuit☆15Updated 3 years ago
- ☆26Updated 2 years ago
- Connectome-constrained Latent Variable Model of Whole-brain Neural Activity, ICLR 2022☆18Updated 3 years ago
- Quantify geometric intelligence in natural and artificial brains.☆51Updated 7 months ago
- A framework for evaluating models on their alignment to brain and behavioral measurements (100+ benchmarks)☆168Updated this week
- A lightweight and flexible framework for Hebbian learning in PyTorch.☆95Updated last year
- Official PyTorch and JAX Implementation of "Harmonics of Learning: Universal Fourier Features Emerge in Invariant Networks"☆40Updated 2 years ago
- Official Implementation of the ICML 2023 paper: "Neural Wave Machines: Learning Spatiotemporally Structured Representations with Locally …☆77Updated 2 years ago
- Python tools for participating in Neural Latents Benchmark '21☆66Updated last week
- Dynamical Similarity Analysis code accompanying the paper "Beyond Geometry: comparing the temporal structure of computation in neural cir…☆72Updated 3 weeks ago
- ☆83Updated 3 years ago