ggoupy / CSNN-VDSP
Convolutional spiking neural network implementing voltage-dependent synaptic plasticity and single-spike integrate-and-fire neurons
☆11Updated last year
Related projects ⓘ
Alternatives and complementary repositories for CSNN-VDSP
- Accurate and efficient Spiking recurrent networks on ECG,SHD,SSC,SOLI,(p)SMNIST,TIMIT☆76Updated last year
- PyTorch implementation of the eligibility propagation (e-prop) learning algorithm.☆49Updated 2 years ago
- A toolbox for neuromorphic sensing in robotics.☆15Updated 3 years ago
- SSTDP is a efficient spiking neural network training framework, which is contributed by Fangxin Liu and Wenbo Zhao.☆32Updated 3 years ago
- ☆27Updated 3 years ago
- An event based dataset loader under one common python API.☆9Updated 2 years ago
- FeedForward Propagation Through Time on Spiking Neural Network (SNNs)☆43Updated last year
- Threshold annealing in binarized spiking neural networks☆13Updated 2 years ago
- Spiking 🧠 and artificial 🤖 RNN solutions to Speech Commands Dataset 🗣️ in TensorFlow☆13Updated 3 years ago
- PyTorch and Loihi implementation of the Spiking Neural Network for decoding EEG on Neuromorphic Hardware☆35Updated 2 years ago
- Implementation of the paper Keys to Accurate Feature Extraction Using Residual Spiking Neural Networks☆26Updated 10 months ago
- Datasets recorded from Neuromorphic Sensors or Conversions using Simulations of Sensors☆29Updated 6 months ago
- Repository for the master thesis titled "Local Unsupervised Learning of Multimodal Event-Based Data with Spiking Neural Networks", by Jul…☆21Updated 2 years ago
- The code to simulate spiking neural networks as used in the paper "Spiking Time-Dependent Plasticity Leads to Efficient Coding of Predict…☆10Updated 4 years ago
- Code for the model presented in the paper "A Biologically Plausible Supervised Learning Method for Spiking Neural Networks Using the Symm…☆47Updated 4 years ago
- Training spiking networks with hybrid ann-snn conversion and spike-based backpropagation☆96Updated 3 years ago
- Plugin for Sinabs, implementing the EXODUS algorithm for training SNNs efficiently with BPTT☆27Updated 2 months ago
- ☆13Updated 4 years ago
- Tutorial for surrogate gradient learning in spiking neural networks☆41Updated 3 months ago
- A toolbox for neuromorphic sensing in robotics.☆16Updated 3 years ago
- Convolutional spiking neural network implementing STDP☆14Updated 2 years ago
- Pure python implementation of unsupervised MNIST classification using Spiking Neural Networks (using STDP)☆25Updated 2 years ago
- Code for the model presented in the paper "LISNN: Improving Spiking Neural Networks with Lateral Interactions for Robust Object Recogniti…☆11Updated 3 years ago
- Reimplementation of the paper "STDP-based spiking deep convolutional neural networks for object recognition"☆12Updated last year
- PyTorch Implementation of Online Training of Spiking Recurrent Neural Networks with Phase-Change Memory Synapses☆21Updated 3 years ago
- Optimizing threshold and leak in LIF neurons with end-to-end backpropagation☆18Updated 3 years ago
- Implementation of Long Short Term Spiking NN☆37Updated 2 years ago
- Long short-term memory Spiking Neural Networks☆99Updated 4 years ago
- ☆43Updated 2 years ago
- [NeurIPS 2022] Online Training Through Time for Spiking Neural Networks☆53Updated 11 months ago