Code for Limbacher, T. and Legenstein, R. (2020). H-Mem: Harnessing synaptic plasticity with Hebbian Memory Networks
☆16Jun 2, 2022Updated 4 years ago
Alternatives and similar repositories for H-Mem
Users that are interested in H-Mem are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆11Mar 30, 2016Updated 10 years ago
- Predictive Coding (Rao & Ballard, 1999) Model☆10May 2, 2020Updated 6 years ago
- Analysis code for the OpenScope Credit Assignment project.☆13Jul 9, 2024Updated 2 years ago
- Spiking neural networks are biologically plausible CNNs which learn through a temporally dependent learning method known as Spike Time De…☆10Aug 2, 2017Updated 8 years ago
- Software framework for Designing and Mapping a CNN onto neuromorphic chip with crossbar array of synapses.☆11Jan 24, 2020Updated 6 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Plugin for Sinabs, implementing the EXODUS algorithm for training SNNs efficiently with BPTT☆32Apr 8, 2025Updated last year
- U-Net architecture inspired by "Machine Learning for Precipitation Nowcasting from Radar Images", implemented in Keras (Tensorflow).☆12Feb 17, 2021Updated 5 years ago
- This is the code for the paper Signals to Spikes for Neuromorphic Regulated Reservoir Computing and EMG Hand Gesture Recognition☆13Mar 15, 2022Updated 4 years ago
- Regularization, Neural Network Training Dynamics☆14Jan 13, 2020Updated 6 years ago
- Simulate a small network of simple, diverse spiking neurons and analyze results☆12Dec 19, 2021Updated 4 years ago
- Backprop training of recurrent neural networks with Hebbian plastic connections☆20Jun 30, 2021Updated 5 years ago
- A working AlphaZero implementation that's simple enough to be able to understand what's going on at a quick glance, without sacrificing t…☆14Mar 23, 2023Updated 3 years ago
- NeuroPack, a tool for emulating memristor-based neuromorphic architectures☆32Feb 6, 2023Updated 3 years ago
- barabasi albert algorithm to generate a scale free network.☆12Aug 29, 2019Updated 6 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.
- Testing Difference Target Propagation (DTP) on MNIST.☆13Oct 12, 2020Updated 5 years ago
- Materials for the course on neuromorphic computing at RAAI Summer School 2021☆14Jul 5, 2022Updated 4 years ago
- Implementation of ConvGRU2D layer in tensorflow keras☆13Jun 16, 2021Updated 5 years ago
- Convolutional spiking neural network implementing voltage-dependent synaptic plasticity and single-spike integrate-and-fire neurons☆14Dec 24, 2022Updated 3 years ago
- Tensorflow implementation of Bayes-by-Backprop algorithm from "Weight uncertainty in neural networks" paper☆14Mar 6, 2019Updated 7 years ago
- A tensorflow implementation of "Deep Convolutional Generative Adversarial Networks"☆11May 15, 2017Updated 9 years ago
- [ICML 2021] "Auto-NBA: Efficient and Effective Search Over the Joint Space of Networks, Bitwidths, and Accelerators" by Yonggan Fu, Yonga…☆16Jan 3, 2022Updated 4 years ago
- Python implementation of a tempotron classifier for the MNIST dataset.☆14Feb 3, 2019Updated 7 years ago
- Supervised learning in spiking neural networks for precise temporal encoding☆18May 9, 2019Updated 7 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.
- To identify features by aggregate-label learning in spiking neurons☆14Feb 19, 2018Updated 8 years ago
- Topological Neuron Synthesis☆44Feb 26, 2025Updated last year
- Python code implementing the algorithms of my MSc Dissertation on "Modified training for increased robustness in memristor-based neural n…☆17Jan 23, 2022Updated 4 years ago
- Implementation of simple content-based image retrieval☆12Apr 9, 2018Updated 8 years ago
- This repository contain the code we used to divide NinaPro database 5 into train set and test set☆10Mar 14, 2019Updated 7 years ago
- An online IEx☆10Apr 10, 2016Updated 10 years ago
- A hybrid forecasting model that combines the Hilbert-Huang Transform and Multivariate Adaptive Regression Splines☆16Feb 7, 2019Updated 7 years ago
- PyTorch implementation of the End-to-End Memory Network with attention layer vizualisation support.☆12Jun 30, 2018Updated 8 years ago
- Camera model identification has earned paramount importance in the field of image forensics with an upsurge of digitally altered images w…☆14Jun 15, 2019Updated 7 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- A framework for simulating mean-field neural mass models of spiking neurons, comparing them to large network simulations, and predicting …☆21Mar 29, 2020Updated 6 years ago
- Gated Pretrained Transformer model for robust denoised sequence-to-sequence modelling☆10May 29, 2021Updated 5 years ago
- Python bindings for pmemkv☆13Mar 22, 2023Updated 3 years ago
- Tensorflow implementation of the Differentiable Neural Computer☆12Feb 15, 2019Updated 7 years ago
- Reinforcement learning with a network of spiking agents☆22Jun 8, 2020Updated 6 years ago
- A PyTorch implementation of EventProp [https://arxiv.org/abs/2009.08378], a method to train Spiking Neural Networks☆53Sep 28, 2020Updated 5 years ago
- Chapter 9: Attention and Memory Augmented Networks☆12Jul 23, 2019Updated 6 years ago