petered / uoro-demo
☆16Updated 4 years ago
Related projects ⓘ
Alternatives and complementary repositories for uoro-demo
- Updates of Equilibrium Prop Match Gradients of Backprop Through Time in an RNN with Static Input (NeurIPS 2019)☆12Updated 7 months ago
- Fully documented Pytorch implementation of the Equilibrium Propagation algorithm.☆31Updated 4 years ago
- Code for "Biologically plausible learning in recurrent neural networks", Miconi et al. eLife 2017☆35Updated 5 years ago
- Python implementation of the methods in Meulemans et al. 2020 - A Theoretical Framework For Target Propagation☆28Updated last week
- ☆27Updated 5 years ago
- BrainProp: How the brain can implement reward-based error backpropagation☆16Updated last year
- repo for paper: Adaptive Checkpoint Adjoint (ACA) method for gradient estimation in neural ODE☆55Updated 3 years ago
- ☆11Updated 3 years ago
- Experiments for the paper "Exponential expressivity in deep neural networks through transient chaos"☆69Updated 8 years ago
- Deep Learning without Weight Transport☆34Updated 5 years ago
- Nengo library of additional extensions☆29Updated last year
- Code for "Deep predictive coding network for object recognition"☆23Updated 4 years ago
- [NeurIPS'19] Deep Equilibrium Models Jax Implementation☆37Updated 4 years ago
- ☆78Updated 3 years ago
- A PyTorch implementation of EventProp [https://arxiv.org/abs/2009.08378], a method to train Spiking Neural Networks☆49Updated 4 years ago
- Computing the eigenvalues of Neural Tangent Kernel and Conjugate Kernel (aka NNGP kernel) over the boolean cube☆47Updated 5 years ago
- Monotone operator equilibrium networks☆51Updated 4 years ago
- Experiments for Meta-Learning Symmetries by Reparameterization☆56Updated 3 years ago
- ☆109Updated 8 months ago
- Autoregressive Energy Machines☆77Updated last year
- Code release for the ICLR paper☆20Updated 6 years ago
- Algorithm to alleviate catastrophic forgetting in neural networks by gating hidden units☆23Updated 4 years ago
- Probabilistic line search algorithm for stochastic optimization with a TensorFlow interface.☆22Updated 7 years ago
- Train neural networks to use as SMC and importance sampling proposals☆24Updated 6 years ago
- Official code for Coupled Oscillatory RNN (ICLR 2021, Oral)☆43Updated 3 years ago
- Code for the paper "Predictive Coding Approximates Backprop along Arbitrary Computation Graphs"☆149Updated 3 years ago
- Implementation of feedback alignment learning in PyTorch☆29Updated last year
- ☆45Updated last year
- Minimizing Control for Credit Assignment with Strong Feedback☆13Updated last week
- The implementation of "The Kanerva Machine" with Pytorch and Pyro☆12Updated 6 years ago