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
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.☆47Aug 30, 2024Updated last year
- An object detection model for NMNIST larger video frame☆12Feb 24, 2022Updated 4 years ago
- Code for the model presented in the paper "LISNN: Improving Spiking Neural Networks with Lateral Interactions for Robust Object Recogniti…☆12Nov 20, 2020Updated 5 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
- The biologically plausible self backpropagation on SNNs and ANNs☆13Aug 27, 2021Updated 4 years ago
- The code associated with Comparing SNNs and RNNs on neuromorphic vision datasets: Similarities and differences.☆53Aug 20, 2021Updated 4 years ago
- Basic SNN propogating spikes between LIF neurons☆87Aug 28, 2018Updated 7 years ago
- Python code implementing the algorithms of my MSc Dissertation on "Modified training for increased robustness in memristor-based neural n…☆18Jan 23, 2022Updated 4 years ago
- Python code for event based vision☆67Feb 10, 2020Updated 6 years ago
- Supervised learning in spiking neural networks for precise temporal encoding☆18May 9, 2019Updated 6 years ago
- Using spiking neurons and spike-timing-dependent plasticity to classify the MNIST handwritten digits.☆171Jun 10, 2019Updated 6 years ago
- ☆19Mar 13, 2023Updated 2 years ago
- spiking-neural-networks☆38Oct 4, 2025Updated 5 months ago
- ☆363Mar 3, 2022Updated 4 years ago
- GLIF: A Unified Gated Leaky Integrate-and-Fire Neuron for Spiking Neural Networks, NeurIPS 2022 Poster☆53Feb 18, 2023Updated 3 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 Spatio-Temporal Poisson Point Process for Alignment of Event Camera Data☆31Oct 10, 2021Updated 4 years ago
- A Spiking Neural Network encoder for time series data☆22Sep 5, 2021Updated 4 years ago
- This is the PyNN code used in the paper titled "Multilayer Spiking Neural Network for audio samples classification using SpiNNaker", whic…☆32Dec 7, 2021Updated 4 years ago
- Code for the ECCV2020 paper "A Differentiable Recurrent Surface for Asynchronous Event-Based Data"☆31Aug 24, 2020Updated 5 years ago
- code for generating data set ES-ImageNet with corresponding training code☆31Jun 4, 2024Updated last year
- An event-driven learning algorithm for spiking neural networks☆29May 15, 2024Updated last year
- Code for "Convolutional spiking neural networks (SNN) for spatio-temporal feature extraction" paper☆139Oct 22, 2020Updated 5 years ago
- Training Recurrent Neural Networks via Forward Propagation Through Time☆42Jun 11, 2021Updated 4 years ago
- training SNN with Resume algorithm☆10Nov 15, 2019Updated 6 years ago
- ☆10Jun 26, 2019Updated 6 years ago
- Image Classifications using CNN on different type of animals.☆11Apr 7, 2019Updated 6 years ago
- 題目練習☆13Sep 29, 2022Updated 3 years ago
- A spiking neural network undergoes plastic changes based on the timing of neural spikes (MATLAB).☆10Feb 27, 2015Updated 11 years ago
- ☆10Dec 22, 2023Updated 2 years ago
- Software project☆12Jun 21, 2022Updated 3 years ago
- To predict the air quality index using meterological data using machine learning algorithms and LSTM(Long Short Term Memory)☆10Oct 3, 2019Updated 6 years ago
- [ICLR 2024] Hebbian Learning based Orthogonal Projection for Continual Learning of Spiking Neural Networks☆46Feb 20, 2024Updated 2 years ago
- The goal of this design is to use the PYNQ-Z2 development board to design a general convolution neural network accelerator. And through r…☆11Sep 30, 2020Updated 5 years ago
- Python interface for COLMAP reconstructions☆18Jul 28, 2024Updated last year
- ☆11Jun 25, 2024Updated last year
- S2R-HDR: A Large-Scale Rendered Dataset for HDR Fusion☆16Feb 11, 2026Updated 3 weeks ago