Fully documented Pytorch implementation of the Equilibrium Propagation algorithm.
☆42Jan 7, 2020Updated 6 years ago
Alternatives and similar repositories for equilibrium-propagation
Users that are interested in equilibrium-propagation are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆117Feb 27, 2024Updated 2 years ago
- ☆12Mar 30, 2021Updated 5 years ago
- Updates of Equilibrium Prop Match Gradients of Backprop Through Time in an RNN with Static Input (NeurIPS 2019)☆15Mar 24, 2024Updated 2 years ago
- The code to simulate spiking neural networks as used in the paper "Spiking Time-Dependent Plasticity Leads to Efficient Coding of Predict…☆10Nov 24, 2019Updated 6 years ago
- Code for training binary and WTA SNNs☆17Mar 25, 2022Updated 4 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Feedforward spiking neural network has been trained with SpikeProp algorithm☆22Feb 6, 2018Updated 8 years ago
- PyTorch Implementation of Online Training of Spiking Recurrent Neural Networks with Phase-Change Memory Synapses☆20Sep 25, 2021Updated 4 years ago
- PyTorch-based code for training fully-connected and convolutional networks using backpropagation (BP), feedback alignment (FA), direct fe…☆68Feb 11, 2021Updated 5 years ago
- Python wrapper for extracting information from Scirate☆13Jul 21, 2023Updated 3 years ago
- Code accompanying the paper "A contrastive rule for meta-learning"☆13Oct 31, 2024Updated last year
- Platform-aware programming in Julia☆13May 28, 2026Updated 3 months ago
- This repo contains the implementation of paper Exploiting Neuron and Synapse Filter Dynamics in Spatial Temporal Learning of Deep Spiking…☆45Jul 25, 2024Updated 2 years ago
- ☆14Oct 18, 2021Updated 4 years ago
- Testing Difference Target Propagation (DTP) on MNIST.☆13Oct 12, 2020Updated 5 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Open-Source Real-time Multi-protocol Gateway☆21Updated this week
- Minimal A2C/A3C example of an LSTM-based meta-learner.☆13Feb 2, 2021Updated 5 years ago
- Auryn-based simulation of multiplexing and burst-dependent plasticity☆25Feb 18, 2021Updated 5 years ago
- Code for enumeration from a CFG☆20Sep 25, 2023Updated 2 years ago
- Learning to Learn: Gradient-free Optimization framework☆36Jul 13, 2021Updated 5 years ago
- Implementation of IODINE model☆10Jun 7, 2019Updated 7 years ago
- Python implementations and simulations of HP Labs Ion Drift and Yakopcic memristor models.☆38Feb 20, 2026Updated 7 months ago
- Code for "Learning Inductive Biases with Simple Neural Networks" (Feinman & Lake, 2018).☆22Jan 8, 2019Updated 7 years ago
- Code for the paper "Generative Modeling of Infinite Occluded Objects for Compositional Scene Representation"☆10Feb 4, 2023Updated 3 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- ☆12Mar 1, 2024Updated 2 years ago
- Tensorflow implementation of Stein Variational Gradient Descent (SVGD)☆26Jan 13, 2018Updated 8 years ago
- A comprehensive graph of mathematical domains and topics☆24Jan 8, 2022Updated 4 years ago
- A minimal and interpretable Brian2 based DYNAP neuromorphic processor simulator for educational purposes.☆12Jun 23, 2022Updated 4 years ago
- ☆101Jan 20, 2024Updated 2 years ago
- ☆15Dec 28, 2020Updated 5 years ago
- An implementation of "Subspace Representations for Soft Set Operations and Sentence Similarities" (NAACL 2024)☆10May 31, 2024Updated 2 years ago
- [NeurIPS 2021] Training Feedback Spiking Neural Networks by Implicit Differentiation on the Equilibrium State☆28Oct 24, 2021Updated 4 years ago
- Pytorch implementation of SCAN: Learning Hierarchical Compositional Visual Concepts, Higgins et al., ICLR 2018☆11Oct 10, 2018Updated 7 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- MNSIM_Python_v1.0. The former circuits-level version link: https://github.com/Zhu-Zhenhua/MNSIM_V1.1☆35Jan 5, 2024Updated 2 years ago
- Code for the model presented in the paper "LISNN: Improving Spiking Neural Networks with Lateral Interactions for Robust Object Recogniti…☆13Nov 20, 2020Updated 5 years ago
- Slides and demos from JuliaCon 2017 on 'Event-based Simulation of Spiking Neural Networks in Julia'☆16Jun 28, 2017Updated 9 years ago
- Public Codebase for Rethinking Parameter Counting: Effective Dimensionality Revisited☆37Dec 27, 2022Updated 3 years ago
- EP☆21Mar 9, 2021Updated 5 years ago
- Code to train on MNIST, CIFAR-10 and ImageNet using burstprop.☆39Jun 7, 2021Updated 5 years ago
- An event based dataset loader under one common python API.☆10Mar 22, 2022Updated 4 years ago