anilkagak2 / FPTT
Training Recurrent Neural Networks via Forward Propagation Through Time
☆41Updated 3 years ago
Alternatives and similar repositories for FPTT:
Users that are interested in FPTT are comparing it to the libraries listed below
- FeedForward Propagation Through Time on Spiking Neural Network (SNNs)☆50Updated 2 years ago
- PyTorch implementation of the eligibility propagation (e-prop) learning algorithm.☆51Updated 3 years ago
- ☆89Updated last year
- ☆45Updated 2 years ago
- Deep Spiking Reinforcement Learning☆22Updated last year
- Long short-term memory Spiking Neural Networks☆102Updated 5 years ago
- Tutorial for surrogate gradient learning in spiking neural networks☆42Updated 7 months ago
- ☆29Updated 2 months ago
- Threshold annealing in binarized spiking neural networks☆14Updated 2 years ago
- Accurate and efficient Spiking recurrent networks on ECG,SHD,SSC,SOLI,(p)SMNIST,TIMIT☆79Updated 2 years ago
- A PyTorch implementation of EventProp [https://arxiv.org/abs/2009.08378], a method to train Spiking Neural Networks☆49Updated 4 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 5 years ago
- Temporal backpropagation for spiking neural networks with one spike per neuron, by S. R. Kheradpisheh and T. Masquelier, International Jo…☆60Updated 4 years ago
- Training spiking networks with hybrid ann-snn conversion and spike-based backpropagation☆99Updated 3 years ago
- ☆70Updated last year
- [NeurIPS 2022] Online Training Through Time for Spiking Neural Networks☆58Updated last year
- The biologically plausible self backpropagation on SNNs and ANNs☆12Updated 3 years ago
- Code to accompany our paper "The combination of Hebbian and predictive plasticity learns invariant object representations in deep sensory…☆24Updated 2 months ago
- ☆40Updated last year
- Implementation of Long Short Term Spiking NN☆39Updated 2 years ago
- Datasets recorded from Neuromorphic Sensors or Conversions using Simulations of Sensors☆30Updated 10 months ago
- ☆16Updated 4 years ago
- Benchmark harness and baseline results for the NeuroBench algorithm track.☆75Updated last week
- Notebooks illustrating the use of Norse, a library for deep-learning with spiking neural networks.☆29Updated 9 months ago
- ☆33Updated 4 years ago
- Pure python implementation of unsupervised MNIST classification using Spiking Neural Networks (using STDP)☆28Updated 2 years ago
- A library for deep learning with Spiking Neural Networks (SNN).☆28Updated this week
- ☆20Updated last month
- PyTorch Implementation of Online Training of Spiking Recurrent Neural Networks with Phase-Change Memory Synapses☆21Updated 3 years ago
- ☆51Updated 2 years ago