This repo is the implementation of the spatio-temporal credit assignment （STCA） algorithm for training deep spiking neural networks.
☆27Aug 7, 2019Updated 7 years ago
Alternatives and similar repositories for STCA-DSNN
Users that are interested in STCA-DSNN are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆13Oct 1, 2020Updated 6 years ago
- Spiking neural networks (SNNs) for speech classification☆12Mar 14, 2022Updated 4 years ago
- Spatio-temporal BP for SNNs☆243May 17, 2022Updated 4 years ago
- A Matlab implementation of the spiking HFIRST model for recognition☆12Jun 14, 2019Updated 7 years ago
- Code for the model presented in the paper "A Biologically Plausible Supervised Learning Method for Spiking Neural Networks Using the Symm…☆52Nov 9, 2020Updated 5 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Securing Deep Spiking Neural Networks against Adversarial Attacks through Inherent Structural Parameters☆13Aug 15, 2022Updated 4 years ago
- In this repo, Spiking recurrent neural network is applied on various task for ICONs2020☆31Dec 17, 2020Updated 5 years ago
- Feedforward spiking neural network has been trained with SpikeProp algorithm☆22Feb 6, 2018Updated 8 years ago
- The code associated with Comparing SNNs and RNNs on neuromorphic vision datasets: Similarities and differences.☆54Aug 20, 2021Updated 5 years ago
- ☆30Dec 8, 2020Updated 5 years ago
- Matlab code for a Spiking Neural Network for Visual Motion Estimation☆25Jun 14, 2019Updated 7 years ago
- ☆12Apr 21, 2023Updated 3 years ago
- ☆254May 8, 2021Updated 5 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
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Pytorch Implementation of Signed Neuron with Memory: Towards Simple, Accurate and High-Efficient ANN-SNN Conversion, IJCAI 2022☆22Dec 14, 2022Updated 3 years ago
- Encoders for turning real-valued data into spike trains.☆12Feb 5, 2021Updated 5 years ago
- Proportional-Derivative Neural Networks, as described in Temporally Efficient Deep Learning with Spikes☆16Sep 5, 2017Updated 9 years ago
- Pytorch implementation of TSSL-BP rule for Deep Spiking Neural Networks.☆72Apr 16, 2024Updated 2 years ago
- E-I Net is a spiking neural network simulation and a general-purpose spiking neural circuit simulator☆11Oct 4, 2025Updated last year
- 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
- GLIF: A Unified Gated Leaky Integrate-and-Fire Neuron for Spiking Neural Networks, NeurIPS 2022 Poster☆55Feb 18, 2023Updated 3 years ago
- The code for tuning Spiking Neural Network based on Biologically-plausible Reward Propagation☆11Nov 23, 2020Updated 5 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
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Stereo depth estimation with Spiking Neural Networks (SNN) on Dynamic Vision Sensor (DVS) data☆51Apr 24, 2023Updated 3 years ago
- Repository for code, data, and other artifacts for "Minibatch Processing in Spiking Neural Networks"☆14Nov 5, 2019Updated 7 years ago
- Supervised Spiking Network☆83Jun 25, 2022Updated 4 years ago
- Pytorch implementation of the paper "Comprehensive Compact Phenomenological Modeling of Integrated Metal-Oxide Memristors" (https://ieeex…☆12Oct 22, 2023Updated 3 years ago
- Spiking-DDPG trains an SNN for energy-efficient mapless navigation on Intel's Loihi neuromorphic processor.☆80Oct 31, 2021Updated 5 years ago
- Training spiking networks with hybrid ann-snn conversion and spike-based backpropagation☆103Apr 4, 2021Updated 5 years ago
- High Performance Simulation of Spiking Neural Network on GPGPUs☆17May 19, 2022Updated 4 years ago
- High-speed simulator of convolutional spiking neural networks with at most one spike per neuron.☆408Sep 7, 2021Updated 5 years ago
- The biologically plausible self backpropagation on SNNs and ANNs☆13Aug 27, 2021Updated 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.
- ☆39Oct 27, 2021Updated 5 years ago
- NeMo - A hardware agnostic neuromorphic processor simulation model built on ROSS☆14Aug 11, 2020Updated 6 years ago
- Supervised learning in spiking neural networks with FORCE training (Nicola & Clopath 2017)☆21Apr 23, 2018Updated 8 years ago
- Spiking Convolutional Neural Networks☆71Dec 7, 2018Updated 7 years ago
- [TNNLS 2024] Implementation of "TCJA-SNN: Temporal-Channel Joint Attention for Spiking Neural Networks"☆62Apr 16, 2024Updated 2 years ago
- Create a new backward path for more accurate SNN gradients.☆17Aug 19, 2024Updated 2 years ago
- ☆371Mar 3, 2022Updated 4 years ago