dpaiton / DeepSparseCodingLinks
Hierarchical Models for Learning Features from Images and Videos
☆13Updated 2 years ago
Alternatives and similar repositories for DeepSparseCoding
Users that are interested in DeepSparseCoding are comparing it to the libraries listed below
Sorting:
- ☆28Updated 6 years ago
- computation of convolutional kernels (CKN and NTK) in C++☆14Updated 3 years ago
- Python implementation of the methods in Meulemans et al. 2020 - A Theoretical Framework For Target Propagation☆32Updated last year
- Code for the intrinsic dimensionality estimate of data representations☆86Updated 5 years ago
- ☆33Updated 4 years ago
- Tree-structured recurrent switching linear dynamical systems☆37Updated 5 years ago
- paper lists and information on mean-field theory of deep learning☆78Updated 6 years ago
- ☆24Updated 2 years ago
- Experiments for the paper "Exponential expressivity in deep neural networks through transient chaos"☆74Updated 9 years ago
- ☆74Updated 3 years ago
- Dynamical Components Analysis☆33Updated 3 months ago
- ☆18Updated 7 months ago
- Instructions and examples to deploy some PyTorch code on slurm using a Singularity Container☆33Updated 2 years ago
- Official code for Conformal Isometry of Lie Group Representation in Recurrent Network of Grid Cells (NeurIPS workshop on Symmetry and Geo…☆13Updated 3 years ago
- Repository for VOneNet models☆118Updated 11 months ago
- Code for the paper "Contrastive Learning Inverts the Data Generating Process".☆91Updated last year
- Contains code for the NeurIPS 2020 paper by Pan et al., "Continual Deep Learning by FunctionalRegularisation of Memorable Past"☆44Updated 5 years ago
- neuronal message passing☆19Updated 7 years ago
- Code from the article: "The Role of Disentanglement in Generalisation" (ICLR, 2021).☆21Updated 3 years ago
- Towards Nonlinear Disentanglement in Natural Data with Temporal Sparse Coding☆73Updated 4 years ago
- ☆155Updated 5 years ago
- Time-Contrastive Learning☆67Updated 7 years ago
- ☆68Updated 6 years ago
- Code for Knowledge-Adaptation Priors based on the NeurIPS 2021 paper by Khan and Swaroop.☆16Updated 3 years ago
- Data and example scripts used in the paper `Inferring hidden structure in multilayered neural circuits`☆14Updated 4 years ago
- The official repository for our paper "Are Neural Nets Modular? Inspecting Functional Modularity Through Differentiable Weight Masks". We…☆46Updated 2 years ago
- Sample code for running deterministic variational inference to train Bayesian neural networks☆101Updated 7 years ago
- Biologically-realistic recurrent convolutional neural networks☆98Updated 2 years ago
- Code to implement the AND-mask and geometric mean to do gradient based optimization, from the paper "Learning explanations that are hard …☆41Updated 5 years ago
- Approximate Inference Turns Deep Networks into Gaussian Processes (dnn2gp)☆48Updated 6 years ago