A Spiking Neural Network model for Digit Recognition using the N-MNIST dataset.
☆19Sep 15, 2020Updated 5 years ago
Alternatives and similar repositories for NMNIST-STDP-SpiNNaker
Users that are interested in NMNIST-STDP-SpiNNaker are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆14Dec 2, 2021Updated 4 years ago
- Spiking Convolutional Neural Networks☆69Dec 7, 2018Updated 7 years ago
- A simple from scratch implementation of a Spiking-Neural-Network with STDP in Python which is beeing trained on MNIST.☆49Aug 30, 2024Updated last year
- Repository for the master thesis titled "Local Unsupervised Learning of Multimodal Event-Based Data with Spiking Neural Networks", by Jul…☆28Jun 10, 2025Updated 10 months 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
- 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.
- An object detection model for NMNIST larger video frame☆12Feb 24, 2022Updated 4 years ago
- IEEE Transactions on Circuits and Systems I: Efficient FPGA Implementations of Pair and Triplet-based STDP for Neuromorphic Architectures☆29Jul 7, 2019Updated 6 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
- Python code for event based vision☆67Feb 10, 2020Updated 6 years ago
- A Spiking Neural Network Architecture for MNIST Digit Recognition☆35Jul 5, 2018Updated 7 years ago
- Using spiking neurons and spike-timing-dependent plasticity to classify the MNIST handwritten digits.☆171Jun 10, 2019Updated 6 years ago
- The code associated with Comparing SNNs and RNNs on neuromorphic vision datasets: Similarities and differences.☆53Aug 20, 2021Updated 4 years ago
- ☆364Mar 3, 2022Updated 4 years ago
- Basic SNN propogating spikes between LIF neurons☆87Aug 28, 2018Updated 7 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.
- a spiking neural network module, tempotron for classification☆17Jan 13, 2021Updated 5 years ago
- ☆10Jun 26, 2019Updated 6 years ago
- spiking-neural-networks☆38Oct 4, 2025Updated 6 months ago
- A spiking neural network undergoes plastic changes based on the timing of neural spikes (MATLAB).☆10Feb 27, 2015Updated 11 years ago
- Confronto fra cinque diversi modelli di machine learning per il riconoscimento delle emozioni usando rivelazioni EEG e movimento oculare …☆13Oct 5, 2023Updated 2 years ago
- Brian2 version of stdp-mnist☆10Jan 13, 2022Updated 4 years ago
- This Python project aims to predict emotions in individuals based on EEG-based data SEED-IV. The project utilizes transfer learning techn…☆13Aug 29, 2023Updated 2 years ago
- Supervised learning in spiking neural networks for precise temporal encoding☆18May 9, 2019Updated 6 years ago
- ☆26Nov 16, 2025Updated 5 months ago
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- GLIF: A Unified Gated Leaky Integrate-and-Fire Neuron for Spiking Neural Networks, NeurIPS 2022 Poster☆53Feb 18, 2023Updated 3 years ago
- Github page for SSDFA☆11Jan 28, 2020Updated 6 years ago
- Optimizing threshold and leak in LIF neurons with end-to-end backpropagation☆20Sep 10, 2021Updated 4 years ago
- Toolkit for converting visual recognition benchmarks to spiking neuromorphic datasets.☆14Nov 17, 2016Updated 9 years ago
- What about coding a Spiking Neural Network using an automatic differentiation framework? In SNNs, there is a time axis and the neural net…☆275Nov 6, 2022Updated 3 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
- FeedForward Propagation Through Time on Spiking Neural Network (SNNs)☆59Jan 2, 2023Updated 3 years ago
- Software framework for Designing and Mapping a CNN onto neuromorphic chip with crossbar array of synapses.☆11Jan 24, 2020Updated 6 years ago
- Forward Direct Feedback Alignment Algorithm☆10Oct 23, 2024Updated last year
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Materials for the course on neuromorphic computing at RAAI Summer School 2021☆14Jul 5, 2022Updated 3 years ago
- code for generating data set ES-ImageNet with corresponding training code☆31Jun 4, 2024Updated last year
- Intelligent-Computing-Lab-Panda / Exploring-Temporal-Information-Dynamics-in-Spiking-Neural-NetworksPyTorch Implementation of Exploring Temporal Information Dynamics in Spiking Neural Networks (AAAI23)☆30Nov 25, 2022Updated 3 years ago
- [ICLR 2024] Hebbian Learning based Orthogonal Projection for Continual Learning of Spiking Neural Networks☆46Feb 20, 2024Updated 2 years ago
- [Nature Communications 2023] "Wearable in-sensor reservoir computing using optoelectronic polymers with through-space charge-transport ch…☆17Jan 11, 2023Updated 3 years ago
- The code for tuning Spiking Neural Network based on Biologically-plausible Reward Propagation☆12Nov 23, 2020Updated 5 years ago
- Reproducing Spiking Transformers using Briancog☆14Apr 10, 2025Updated last year