Convolutional deep neural network with biology-inspired learning rule (Hebbian and reward-based learning)
☆50Sep 25, 2017Updated 8 years ago
Alternatives and similar repositories for hebbianCNN
Users that are interested in hebbianCNN are comparing it to the libraries listed below
Sorting:
- PyTorch Implementation of “Unsupervised learning by competing hidden units” MNIST classifier☆12May 6, 2019Updated 6 years ago
- Automatic Hebbian learning in multi-layer convolutional networks with PyTorch, by expressing Hebbian plasticity rules as gradients☆40May 26, 2023Updated 2 years ago
- A lightweight and flexible framework for Hebbian learning in PyTorch.☆95Feb 29, 2024Updated 2 years ago
- Collection of GIS Resources☆13Jan 13, 2015Updated 11 years ago
- Python implementation of the Epigenetic Robotic Architecture (ERA). It includes standalone classes for Self-Organizing Maps (SOM) and Heb…☆73Apr 22, 2019Updated 6 years ago
- Backpropagation training of neural networks with Hebbian plastic connections☆31Jun 30, 2021Updated 4 years ago
- A Reward-Modulated Hebbian Learning Rule for Recurrent Neural Networks☆35Jul 26, 2021Updated 4 years ago
- Code for Neural Population Control☆19May 18, 2019Updated 6 years ago
- Spiking neuron integration for PyTorch☆41Mar 18, 2025Updated 11 months ago
- Deep learning in a spiking neural network using segregated dendrites.☆85Jun 30, 2017Updated 8 years ago
- A framework for simulating mean-field neural mass models of spiking neurons, comparing them to large network simulations, and predicting …☆19Mar 29, 2020Updated 5 years ago
- Meta-Learning through Hebbian Plasticity in Random Networks: https://arxiv.org/abs/2007.02686☆145Jul 28, 2021Updated 4 years ago
- Experiments with spiking neural networks (SNNs) in PyTorch. See https://github.com/BINDS-LAB-UMASS/bindsnet for the successor to this pro…☆90Mar 15, 2018Updated 7 years ago
- GitHub Repo for the UChicago, Spring 2021 course *Are We Doomed? Confronting the End of the World*☆12Mar 30, 2021Updated 4 years ago
- Code to accompany our paper "The combination of Hebbian and predictive plasticity learns invariant object representations in deep sensory…☆31Jan 14, 2025Updated last year
- ☆30Oct 20, 2023Updated 2 years ago
- Implementation of feedback alignment learning in PyTorch☆32Jun 5, 2023Updated 2 years ago
- ☆144May 12, 2021Updated 4 years ago
- Adaptive Platform for Neuroscience Experiments☆43Nov 18, 2025Updated 3 months ago
- Code for "A Unified Theory of Early Visual Representations from Retina to Cortex through Anatomically Constrained Deep CNNs", ICLR 2019☆49Jan 7, 2019Updated 7 years ago
- LEAP is a novel tool for discovering latent temporal causal relations.☆17Oct 18, 2021Updated 4 years ago
- Deep learning for gravitational potentials, based on well-mixed tracers in phase space.☆11Dec 29, 2025Updated 2 months ago
- ☆12Updated this week
- Visualize linear programming at https://lpviz.net☆33Jan 20, 2026Updated last month
- Build Your Own Neural Network Design☆14Aug 3, 2020Updated 5 years ago
- Code for the paper "Semi-Conditional Normalizing Flows for Semi-Supervised Learning"☆11Mar 30, 2020Updated 5 years ago
- General purpose RF IQ modulator using VGA graphics DAC☆11May 16, 2016Updated 9 years ago
- Like Visipics, but faster☆17Jan 8, 2026Updated last month
- List of SIC codes and descriptions from authoritative sources☆12Mar 14, 2017Updated 8 years ago
- Bonsai package for controlling headborne, calcium imaging miniscopes☆12Mar 4, 2024Updated last year
- PyTorch implementation of Mixer-nano (#parameters is 0.67M, originally Mixer-S/16 has 18M) with 90.83 % acc. on CIFAR-10. Training from s…☆36Nov 6, 2021Updated 4 years ago
- Code for the paper "Predictive Coding Approximates Backprop along Arbitrary Computation Graphs"☆167Nov 23, 2020Updated 5 years ago
- Import Haskell modules in Python as if they were native modules☆12Mar 30, 2021Updated 4 years ago
- 🖥💬 A GPT-3 powered tool for (dangerously) asking your computer questions about itself☆13Dec 22, 2022Updated 3 years ago
- Iterative Closest Point Algorithm in Python and Mathematica☆10May 12, 2023Updated 2 years ago
- ☆14Mar 6, 2022Updated 3 years ago
- Learning with spiking neural networks using STDP synapses. Python, PyNN, NEST-simulator, numpy☆10Aug 25, 2020Updated 5 years ago
- Measure the molecular emission surface of protoplanetary disks. Based on Pinte et al. (2018).☆10Sep 2, 2024Updated last year
- Dockerfile for serving bokeh visualisations☆11Oct 6, 2020Updated 5 years ago