DimaKrotov / Biological_Learning
Example of "biological" learning for MNIST
☆293Updated 2 years ago
Alternatives and similar repositories for Biological_Learning:
Users that are interested in Biological_Learning are comparing it to the libraries listed below
- Code for the paper "Predictive Coding Approximates Backprop along Arbitrary Computation Graphs"☆151Updated 4 years ago
- Keras implementation of Legendre Memory Units☆212Updated 7 months ago
- ☆142Updated 3 years ago
- A lightweight and flexible framework for Hebbian learning in PyTorch.☆81Updated 11 months ago
- Efficient Spiking Neural Network framework, built on top of PyTorch for GPU acceleration☆222Updated 6 months ago
- High-speed simulator of convolutional spiking neural networks with at most one spike per neuron.☆385Updated 3 years ago
- Simulation of spiking neural networks (SNNs) using PyTorch.☆44Updated 11 months ago
- What about coding a Spiking Neural Network using an automatic differentiation framework? In SNNs, there is a time axis and the neural net…☆267Updated 2 years ago
- Experiments with spiking neural networks (SNNs) in PyTorch. See https://github.com/BINDS-LAB-UMASS/bindsnet for the successor to this pro…☆90Updated 6 years ago
- Tutorial for surrogate gradient learning in spiking neural networks☆303Updated 6 months ago
- Understanding computation in artificial and biological recurrent networks through the lens of dynamical systems.☆375Updated 3 years ago
- Numenta Platform for Intelligent Computing PyTorch libraries☆283Updated 4 months ago
- Deep learning in a spiking neural network using segregated dendrites.☆84Updated 7 years ago
- A repository collating interesting and/or influential predictive coding papers☆67Updated 3 years ago
- Python package that implements Continuous Time Recurrent Neural Networks (CTRNNs)☆41Updated 3 years ago
- Meta-Learning through Hebbian Plasticity in Random Networks: https://arxiv.org/abs/2007.02686☆133Updated 3 years ago
- Numenta published papers code and data☆328Updated 2 years ago
- Deep learning integration for Nengo☆89Updated 7 months ago
- Biologically-realistic recurrent convolutional neural networks☆97Updated last year
- Implementation of the supervised learning experiments in Vector-based navigation using grid-like representations in artificial agents, as…☆247Updated 4 years ago
- ☆111Updated 11 months ago
- ☆182Updated 6 months ago
- Python exercises accompanying the book "Neuronal Dynamics"☆256Updated 7 months ago
- ☆183Updated 2 years ago
- Papers from the intersection of deep learning and neuroscience☆398Updated last year
- Implementation of the Tolman Eichenbaum Machine in pytorch☆146Updated 2 years ago
- [NeurIPS'19 Oral] CORnet: Modeling the Neural Mechanisms of Core Object Recognition☆256Updated last year
- Deep learning with spiking neural networks (SNNs) in PyTorch.☆701Updated 2 weeks ago
- A PyTorch implementation of EventProp [https://arxiv.org/abs/2009.08378], a method to train Spiking Neural Networks☆49Updated 4 years ago
- DeepMind Alchemy task environment: a meta-reinforcement learning benchmark☆199Updated last year