anilkagak2 / FPTT
Training Recurrent Neural Networks via Forward Propagation Through Time
☆36Updated 3 years ago
Related projects ⓘ
Alternatives and complementary repositories for FPTT
- FeedForward Propagation Through Time on Spiking Neural Network (SNNs)☆43Updated last year
- ☆87Updated 7 months ago
- PyTorch implementation of the eligibility propagation (e-prop) learning algorithm.☆49Updated 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
- Paper submission☆20Updated last year
- Tutorial for surrogate gradient learning in spiking neural networks☆41Updated 3 months ago
- Long short-term memory Spiking Neural Networks☆99Updated 4 years ago
- Deep Spiking Reinforcement Learning☆19Updated last year
- ☆43Updated 2 years ago
- ☆67Updated 9 months ago
- Threshold annealing in binarized spiking neural networks☆13Updated 2 years ago
- Accurate and efficient Spiking recurrent networks on ECG,SHD,SSC,SOLI,(p)SMNIST,TIMIT☆76Updated last year
- ☆27Updated 3 years ago
- The biologically plausible self backpropagation on SNNs and ANNs☆11Updated 3 years ago
- Code to accompany our paper "The combination of Hebbian and predictive plasticity learns invariant object representations in deep sensory…☆22Updated 9 months ago
- ☆11Updated 3 weeks ago
- Neurons learn by predicting future activity☆27Updated 3 years ago
- ☆17Updated 3 years ago
- ☆28Updated last year
- Code for training binary and WTA SNNs☆12Updated 2 years ago
- ☆16Updated 3 years ago
- Code for Limbacher, T. and Legenstein, R. (2020). H-Mem: Harnessing synaptic plasticity with Hebbian Memory Networks☆13Updated 2 years ago
- PyTorch Implementation of Online Training of Spiking Recurrent Neural Networks with Phase-Change Memory Synapses☆21Updated 3 years ago
- Liquid State Machines in Python and NEST☆66Updated 4 years ago
- ☆33Updated 4 years ago
- To identify features by aggregate-label learning in spiking neurons☆14Updated 6 years ago
- An event based dataset loader under one common python API.☆9Updated 2 years ago
- Implementation of feedback alignment learning in PyTorch☆29Updated last year
- ☆13Updated 3 years ago
- Public code for Illing, Ventura, Bellec & Gerstner 2021: Local plasticity rules can learn deep representations using self-supervised cont…☆24Updated 6 months ago