plotlabs / SNNs-In-TensorflowLinks
Implementation of a Spiking Neural Network in Tensorflow.
☆24Updated 7 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
Sorting:
- Supervised learning in spiking neural networks for precise temporal encoding☆18Updated 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 7 years ago
- Using spiking neurons and spike-timing-dependent plasticity to classify the MNIST handwritten digits.☆166Updated 6 years ago
- Learning with spiking neural networks using STDP synapses. Python, PyNN, NEST-simulator, numpy☆10Updated 4 years ago
- spiking-neural-networks☆37Updated 6 months ago
- Collection of experimental Python and accompanying Bash scripts for training and evaluation of BindsNET networks.☆66Updated 2 years ago
- Spiking CNN for object recognition☆12Updated 8 years ago
- Python implementation of a tempotron classifier for the MNIST dataset.☆14Updated 6 years ago
- Event-based deep belief network offline training algorithm☆22Updated 11 years ago
- Basic SNN propogating spikes between LIF neurons☆86Updated 6 years ago
- This is project for image segmentation based on Spiking Neural Network☆10Updated 9 years ago
- A Spiking Neural Network Architecture for MNIST Digit Recognition☆34Updated 7 years ago
- Reinforcement Learning for Spiking Neural Networks☆82Updated 11 months ago
- ☆38Updated 3 years ago
- ☆14Updated 5 years ago
- spiking neural network implementing the SpikeProp algorithm for the improvement of beat detection in heart sound signals☆17Updated 11 years ago
- Spiking Convolutional Neural Networks☆68Updated 6 years ago
- ☆32Updated 6 years ago
- Spiking MLP built using BRIAN☆31Updated 7 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 5 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
- A python implementation of a spiking neural network with STDP and Reinforcement learning methods☆128Updated 8 years ago
- ☆71Updated 9 years ago
- This is the PyNN code used in the paper titled "Multilayer Spiking Neural Network for audio samples classification using SpiNNaker", whic…☆32Updated 3 years ago
- Supervised Spiking Network☆81Updated 3 years ago
- Spiking Neural Network to identify spoken letters☆8Updated 7 years ago
- Spiking neural networks are biologically plausible CNNs which learn through a temporally dependent learning method known as Spike Time De…☆10Updated 8 years ago
- ☆66Updated 3 years ago
- pure-python implementation of a Spiking Neural Network☆11Updated 6 months ago
- Some of my initial studies using spiking neural networks and Python☆37Updated 3 years ago