BerenMillidge / PredictiveCodingBackpropLinks
Code for the paper "Predictive Coding Approximates Backprop along Arbitrary Computation Graphs"
☆156Updated 4 years ago
Alternatives and similar repositories for PredictiveCodingBackprop
Users that are interested in PredictiveCodingBackprop are comparing it to the libraries listed below
Sorting:
- A lightweight and flexible framework for Hebbian learning in PyTorch.☆87Updated last year
- Predictive Coding JAX-based library☆61Updated last month
- Predictive coding in Python☆65Updated last year
- A repository collating interesting and/or influential predictive coding papers☆84Updated 3 years ago
- ☆190Updated 2 years ago
- Implementation of feedback alignment learning in PyTorch☆31Updated 2 years ago
- Fully documented Pytorch implementation of the Equilibrium Propagation algorithm.☆35Updated 5 years ago
- Meta-Learning through Hebbian Plasticity in Random Networks: https://arxiv.org/abs/2007.02686☆137Updated 3 years ago
- Predictive Coding in the Visual Cortex: a Functional Interpretation of Some Extra-classical Receptive-field Effects☆24Updated 5 years ago
- Code behind the work "Single Cortical Neurons as Deep Artificial Neural Networks", published in Neuron 2021☆154Updated 3 years ago
- Implementation of the Tolman Eichenbaum Machine in pytorch☆154Updated 3 years ago
- ☆40Updated 2 years ago
- BioTorch is a PyTorch framework specializing in biologically plausible learning algorithms☆49Updated last year
- repository for grid cell network code☆61Updated 2 years ago
- Modular Object-Oriented Games (MOOG): Python-based game engine for reinforcement learning, psychology, and neurophysiology.☆35Updated 3 months ago
- NGC-Learn: Neurobiological Systems Design and Simulation in Python☆152Updated last week
- Simulation of spiking neural networks (SNNs) using PyTorch.☆44Updated last year
- ☆38Updated last year
- FixedPointFinder: A Tensorflow toolbox for identifying and characterizing fixed points in recurrent neural networks☆97Updated 10 months ago
- Introducing dendrites to spiking neural networks. Designed for the Brian 2 simulator.☆40Updated 4 months ago
- Neurons learn by predicting future activity☆28Updated 3 years ago
- PyTorch implementation of linear and convolutional layers with fixed, random feedback weights.☆14Updated 4 years ago
- A Python Implementation of Predictive Coding (Whittington & Bogacz 2017)☆18Updated 4 years ago
- ☆28Updated 6 years ago
- Flexible Inference for Predictive Coding Networks in JAX.☆45Updated this week
- Code for "Biologically plausible learning in recurrent neural networks", Miconi et al. eLife 2017☆36Updated 6 years ago
- ☆30Updated last year
- Deep Learning without Weight Transport☆35Updated 5 years ago
- Polished code for "Can a single neuron solve MNIST? The computational power of biological dendritic trees”☆46Updated 4 years ago
- Code to accompany our paper "The combination of Hebbian and predictive plasticity learns invariant object representations in deep sensory…☆26Updated 4 months ago