plotlabs / SNNs-In-Tensorflow
Implementation of a Spiking Neural Network in Tensorflow.
☆24Updated 6 years ago
Alternatives and similar repositories for SNNs-In-Tensorflow:
Users that are interested in SNNs-In-Tensorflow are comparing it to the libraries listed below
- spiking-neural-networks☆36Updated last year
- Supervised learning in spiking neural networks for precise temporal encoding☆18Updated 5 years ago
- Spiking neural networks are biologically plausible CNNs which learn through a temporally dependent learning method known as Spike Time De…☆10Updated 7 years ago
- Learning Spatio-Temporally Encoded Pattern Transformations in Structured Spiking Neural Networks☆8Updated 7 years ago
- Using spiking neurons and spike-timing-dependent plasticity to classify the MNIST handwritten digits.☆157Updated 5 years ago
- Event-based deep belief network offline training algorithm☆22Updated 10 years ago
- Spiking Convolutional Neural Networks☆65Updated 6 years ago
- Spiking CNN for object recognition☆12Updated 7 years ago
- Collection of experimental Python and accompanying Bash scripts for training and evaluation of BindsNET networks.☆66Updated 2 years ago
- spiking neural network implementing the SpikeProp algorithm for the improvement of beat detection in heart sound signals☆17Updated 10 years ago
- This is project for image segmentation based on Spiking Neural Network☆10Updated 8 years ago
- Spiking MLP built using BRIAN☆31Updated 7 years ago
- Some of my initial studies using spiking neural networks and Python☆35Updated 2 years ago
- A Spiking Neural Network Architecture for MNIST Digit Recognition☆31Updated 6 years ago
- Experiments with spiking neural networks (SNNs) in PyTorch. See https://github.com/BINDS-LAB-UMASS/bindsnet for the successor to this pro…☆90Updated 6 years ago
- ☆35Updated 2 years ago
- ☆32Updated 6 years ago
- Reinforcement Learning for Spiking Neural Networks☆81Updated 5 months ago
- [Python 3.6, Tensorflow v1] Spiking Neural Network Lib☆11Updated 4 years ago
- Data encoders☆32Updated 3 years ago
- Basic SNN propogating spikes between LIF neurons☆84Updated 6 years ago
- Learning with spiking neural networks using STDP synapses. Python, PyNN, NEST-simulator, numpy☆10Updated 4 years ago
- This is a repository with implementations of neuron models, synapses, and spiking neural networks (SNN). It's still in development and it…☆31Updated 4 years ago
- pure-python implementation of a Spiking Neural Network☆11Updated this week
- 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
- ☆13Updated 5 years ago
- ☆33Updated 4 years ago
- Code from our paper: SuperSpike: Supervised learning in multi-layer spiking neural networks.☆56Updated 6 years ago
- A series of simulations organized as homework assignments that were part of the course on Neuromorphic Engineering at IIT Bombay (course …☆10Updated 8 years ago
- Long short-term memory Spiking Neural Networks☆98Updated 4 years ago