jotia1 / spiking-net-tensorflow
A spiking net simulator implemented in Tensorflow 2.0 with plastic synaptic delays and weights.
☆38Updated 5 years ago
Related projects ⓘ
Alternatives and complementary repositories for spiking-net-tensorflow
- 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
- Reinforcement Learning for Spiking Neural Networks☆79Updated 2 months ago
- The Spiking Reservoir (Liquid State Machine - LSM) Simulator☆51Updated last year
- ☆69Updated 9 years ago
- Deep learning in a spiking neural network using segregated dendrites.☆86Updated 7 years ago
- Using spiking neurons and spike-timing-dependent plasticity to classify the MNIST handwritten digits.☆152Updated 5 years ago
- Collection of experimental Python and accompanying Bash scripts for training and evaluation of BindsNET networks.☆66Updated 2 years ago
- RBM implemented with spiking neurons in Python. Contrastive Divergence used to train the network.☆29Updated 6 years ago
- CARLsim is an efficient, easy-to-use, GPU-accelerated software framework for simulating large-scale spiking neural network (SNN) models w…☆82Updated last year
- Code from our paper: SuperSpike: Supervised learning in multi-layer spiking neural networks.☆54Updated 6 years ago
- Python library for easy creation and running of spiking neural networks in tensorflow.☆31Updated 5 years ago
- Python simulations of neuron models like SRM and STDP☆35Updated 9 years ago
- Spiking Convolutional Neural Networks☆64Updated 5 years ago
- ☆142Updated 3 years ago
- The SpiNNaker implementation of the PyNN neural networking language☆105Updated this week
- Event-based deep belief network offline training algorithm☆22Updated 10 years ago
- ☆67Updated 3 years ago
- CARLsim is an efficient, easy-to-use, GPU-accelerated software framework for simulating large-scale spiking neural network (SNN) models w…☆57Updated 6 years ago
- Simulation of spiking neural networks (SNNs) using PyTorch.☆44Updated 8 months ago
- Differentiate notes using a spiking neural network☆48Updated 2 years ago
- Deep learning integration for Nengo☆88Updated 3 months ago
- Run Nengo models on Intel's Loihi chip☆35Updated 8 months ago
- Auryn: A fast simulator for spiking neural networks with synaptic plasticity☆98Updated 10 months ago
- Some of my initial studies using spiking neural networks and Python☆33Updated 2 years ago
- Convolutional deep neural network with biology-inspired learning rule (Hebbian and reward-based learning)☆51Updated 7 years ago
- ☆109Updated 8 months ago
- Instructive examples using projects in the Nengo ecosystem☆23Updated 11 months ago
- spiking neural network implementing the SpikeProp algorithm for the improvement of beat detection in heart sound signals☆17Updated 10 years ago
- Basic SNN propogating spikes between LIF neurons☆82Updated 6 years ago
- Efficient Spiking Neural Network framework, built on top of PyTorch for GPU acceleration☆218Updated 3 months ago