verrannt / snn_speechrec
Convolutional Spiking Neural Network to recognize speech utterances using Spike-Timing-Dependent Plasticity
☆9Updated 3 years ago
Related projects: ⓘ
- Convolutional spiking neural network implementing voltage-dependent synaptic plasticity and single-spike integrate-and-fire neurons☆11Updated last year
- Accurate and efficient Spiking recurrent networks on ECG,SHD,SSC,SOLI,(p)SMNIST,TIMIT☆75Updated last year
- Pytorch implementation of TSSL-BP rule for Deep Spiking Neural Networks.☆66Updated 5 months ago
- The code associated with Comparing SNNs and RNNs on neuromorphic vision datasets: Similarities and differences.☆50Updated 3 years ago
- Training spiking networks with hybrid ann-snn conversion and spike-based backpropagation☆94Updated 3 years ago
- training SNN with Resume algorithm☆11Updated 4 years ago
- Spiking 🧠 and artificial 🤖 RNN solutions to Speech Commands Dataset 🗣️ in TensorFlow☆13Updated 3 years ago
- Implementation of Long Short Term Spiking NN☆34Updated 2 years ago
- Convolutional spiking neural network implementing STDP☆13Updated last year
- Encoders for turning real-valued data into spike trains.☆11Updated 3 years ago
- STBP is a way to train SNN with datasets by Backward propagation.Using this Repositories allows you to train SNNS with STBP and quantize …☆26Updated 2 years 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
- Code for the model presented in the paper "LISNN: Improving Spiking Neural Networks with Lateral Interactions for Robust Object Recogniti…☆11Updated 3 years ago
- A simple direct training implement for SNNs using Spatio-Temporal Backpropagation☆76Updated last year
- Tutorial for surrogate gradient learning in spiking neural networks☆35Updated last month
- ☆13Updated 3 years ago
- construct a spiking neural network☆23Updated 6 years ago
- Code for "Convolutional spiking neural networks (SNN) for spatio-temporal feature extraction" paper☆119Updated 3 years ago
- a spiking neural network module, tempotron for classification☆15Updated 3 years ago
- Spiking Convolutional Neural Networks☆62Updated 5 years ago
- Long short-term memory Spiking Neural Networks☆97Updated 4 years ago
- SSTDP is a efficient spiking neural network training framework, which is contributed by Fangxin Liu and Wenbo Zhao.☆31Updated 2 years ago
- Collection of Spiking Neural Network applications for SNN Toolbox.☆30Updated 4 years ago
- The repository offer the simulation scripts of three different single-layer SNN learning algorihtms proposed by Querlioz, Diehl and this …☆13Updated 4 years ago
- a simple snn model in matlab☆20Updated 8 years ago
- ☆41Updated 5 years ago
- Code for the model presented in the paper "A Biologically Plausible Supervised Learning Method for Spiking Neural Networks Using the Symm…☆46Updated 3 years ago
- Brian 2 version of Paper "Unsupervised Learning of digit recognition using STDP"☆128Updated 3 years ago
- Datasets recorded from Neuromorphic Sensors or Conversions using Simulations of Sensors☆29Updated 4 months ago
- Implementation of the paper Keys to Accurate Feature Extraction Using Residual Spiking Neural Networks☆26Updated 8 months ago