willwx / sign-symmetryLinks
☆28Updated 6 years ago
Alternatives and similar repositories for sign-symmetry
Users that are interested in sign-symmetry are comparing it to the libraries listed below
Sorting:
- Code for "Deep predictive coding network for object recognition"☆25Updated 5 years ago
- Biologically-realistic recurrent convolutional neural networks☆98Updated last year
- Code for "A Unified Theory of Early Visual Representations from Retina to Cortex through Anatomically Constrained Deep CNNs", ICLR 2019☆48Updated 6 years ago
- Deep Learning without Weight Transport☆36Updated 5 years ago
- Responses of 10,000 neurons to 2,800 natural images☆70Updated 6 years ago
- Automatic Hebbian learning in multi-layer convolutional networks with PyTorch, by expressing Hebbian plasticity rules as gradients☆40Updated 2 years ago
- Experiments for the paper "Exponential expressivity in deep neural networks through transient chaos"☆73Updated 9 years ago
- Code for "Deep predictive coding network with local recurrent processing for object recognition"☆30Updated last year
- ☆115Updated last year
- Updates of Equilibrium Prop Match Gradients of Backprop Through Time in an RNN with Static Input (NeurIPS 2019)☆14Updated last year
- ☆24Updated 4 years ago
- Python implementation of the methods in Meulemans et al. 2020 - A Theoretical Framework For Target Propagation☆32Updated 10 months ago
- Implementation of feedback alignment learning in PyTorch☆31Updated 2 years ago
- Code for "Biologically plausible learning in recurrent neural networks", Miconi et al. eLife 2017☆37Updated 6 years ago
- Deep learning in a spiking neural network using segregated dendrites.☆84Updated 8 years ago
- Repository for VOneNet models☆117Updated 8 months ago
- Hierarchical Models for Learning Features from Images and Videos☆13Updated 2 years ago
- Code for the paper "Predictive Coding Approximates Backprop along Arbitrary Computation Graphs"☆160Updated 4 years ago
- repository for grid cell network code☆65Updated 2 years ago
- Pytorch implementation of lfads, and hierarchical extension☆26Updated 3 years ago
- A lightweight and flexible framework for Hebbian learning in PyTorch.☆89Updated last year
- Tree-structured recurrent switching linear dynamical systems☆36Updated 5 years ago
- ☆74Updated 3 years ago
- Fully documented Pytorch implementation of the Equilibrium Propagation algorithm.☆36Updated 5 years ago
- PyTorch Implementation of “Unsupervised learning by competing hidden units” MNIST classifier☆12Updated 6 years ago
- PyTorch implementation of linear and convolutional layers with fixed, random feedback weights.☆14Updated 4 years ago
- Algorithm to alleviate catastrophic forgetting in neural networks by gating hidden units☆23Updated 4 years ago
- Research of a deep predictive coding model for unsupervised representation learning from video and audio data.☆31Updated 5 years ago
- BioTorch is a PyTorch framework specializing in biologically plausible learning algorithms☆51Updated last year
- Convolutional deep neural network with biology-inspired learning rule (Hebbian and reward-based learning)☆50Updated 7 years ago