Repository for the master thesis titled "Local Unsupervised Learning of Multimodal Event-Based Data with Spiking Neural Networks", by Julian Lopez Gordillo (MSc in Artificial Intelligence, 2019-2021).
☆28Jun 10, 2025Updated last year
Alternatives and similar repositories for stdp-nmnist
Users that are interested in stdp-nmnist are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code for the model presented in the paper "A Biologically Plausible Supervised Learning Method for Spiking Neural Networks Using the Symm…☆51Nov 9, 2020Updated 5 years ago
- A Spiking Neural Network model for Digit Recognition using the N-MNIST dataset.☆19Sep 15, 2020Updated 5 years ago
- A spiking neural network undergoes plastic changes based on the timing of neural spikes (MATLAB).☆10Feb 27, 2015Updated 11 years ago
- An event based dataset loader under one common python API.☆10Mar 22, 2022Updated 4 years ago
- Master Thesis Project of Justus Hübotter☆12Nov 23, 2021Updated 4 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.
- ☆16Apr 9, 2026Updated 2 months ago
- CORDIC-SNN, followed with "Unsupervised learning of digital recognition using STDP" published in 2015, frontiers☆25Feb 9, 2020Updated 6 years ago
- In this repository I have simulated Memristors using Python3 and also created GUI for easy use by researchers to visualise the functionin…☆18Mar 30, 2019Updated 7 years ago
- A simple from scratch implementation of a Spiking-Neural-Network with STDP in Python which is beeing trained on MNIST.☆50Aug 30, 2024Updated last year
- What about coding a Spiking Neural Network using an automatic differentiation framework? In SNNs, there is a time axis and the neural net…☆276Nov 6, 2022Updated 3 years ago
- High-speed simulator of convolutional spiking neural networks with at most one spike per neuron.☆401Sep 7, 2021Updated 4 years ago
- This repository contains code from our paper Efficient and Accurate Conversion of Spiking Neural Network with Burst Spikes, published in …☆20Apr 29, 2022Updated 4 years ago
- Pytorch implementation of Neuromorphic Data Augmentation for SNN, Accepted to ECCV 2022.☆44Dec 12, 2022Updated 3 years ago
- VT-SNN☆28Mar 14, 2023Updated 3 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- 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
- Spatio-temporal BP for SNNs☆241May 17, 2022Updated 4 years ago
- ☆71Sep 21, 2021Updated 4 years ago
- Scripts for running Ailiverse APIs☆10Jan 23, 2023Updated 3 years ago
- Pytorch project accompanying the paper "Comparing Deep Models and Evaluation Strategies for Multi-Pitch Estimation in Music Recordings", …☆13Aug 26, 2022Updated 3 years ago
- ☆20Feb 1, 2023Updated 3 years ago
- Circuit-level model for the Capacity-Latency Reconfigurable DRAM (CLR-DRAM) architecture. This repository contains the SPICE models of th…☆14Sep 24, 2020Updated 5 years ago
- Python code for event based vision☆67Feb 10, 2020Updated 6 years ago
- Code for DCT_SNN, an input encoding scheme for SNNs using DCT☆21Sep 30, 2021Updated 4 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- Implementation of eventprop learning in GeNN☆16Jan 10, 2025Updated last year
- An object detection model for NMNIST larger video frame☆13Feb 24, 2022Updated 4 years ago
- Spiking neural networks (SNNs) for speech classification☆12Mar 14, 2022Updated 4 years ago
- The source code for the paper entitled "A Tandem Learning Rule for Effective Training and Rapid Inference of Deep Spiking Neural Networks…☆14Jul 4, 2021Updated 4 years ago
- Deep learning with spiking neural networks (SNNs) in PyTorch.☆806Feb 9, 2026Updated 4 months 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
- MAPS ( MIDI Aligned Piano Sounds ) dataset python api for machine learning☆11Jun 26, 2018Updated 7 years ago
- Software framework for Designing and Mapping a CNN onto neuromorphic chip with crossbar array of synapses.☆11Jan 24, 2020Updated 6 years ago
- Brain-inspired Cognitive Intelligence Engine (BrainCog) is a brain-inspired spiking neural network based platform for Brain-inspired Arti…☆632Nov 6, 2025Updated 7 months ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- Training spiking networks with hybrid ann-snn conversion and spike-based backpropagation☆103Apr 4, 2021Updated 5 years ago
- A python implementation of a spiking neural network with STDP and Reinforcement learning methods☆134Jun 6, 2017Updated 9 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
- Metrics for spiking neural networks based on torchmetrics☆13Mar 27, 2023Updated 3 years ago
- Materials for the course on neuromorphic computing at RAAI Summer School 2021☆14Jul 5, 2022Updated 3 years ago
- Spikingformer: A Key Foundation Model for Spiking Neural Networks (AAAI 2026)☆140Apr 16, 2026Updated 2 months ago
- Deep SNNs with various neural coding methods (rate, phase, burst, TTFS)☆12Feb 15, 2022Updated 4 years ago