The Spiking Reservoir (Liquid State Machine - LSM) Simulator
Jupyter Notebook
Updated Dec 24, 2017
snn
Repositories 17
Diverse, Noisy and Parallel: a New Spiking Neural Network Approach for Humanoid Robot Control
Jupyter Notebook
Updated Jul 25, 2017
Experiments with spiking neural networks (SNNs) in PyTorch.
Python
Updated Jan 15, 2018
This project is an easy tool to create and train neurals networks in C++. Fully modular, you will be able to create a…
C++
Updated Aug 9, 2017
Python tools to play with SpiNNaker sending and receiving spikes using ethernet
Python
Updated Jul 26, 2017
Python
Updated Oct 29, 2017
Updated Oct 24, 2017
SNN plugin for Neo4j
Java
Updated Nov 12, 2017
Novel method to translate large-scale anatomical (spatial) data into spiking neural networks (SNNs).
Graceful Degradation Under Noise on Brain Inspired Robot Controllers
Jupyter Notebook
Updated Jul 25, 2017
Step-by-Step Brian Simulation
brian-simulation-step
brian
python
spike
spiking-neural-networks
snn
robotics
liquid-state-machines
lsm
Python
Updated Jul 26, 2017
A Spiking Neural Network framework with SNNML parser written in C++
C++
Updated Dec 28, 2017
Positioning control on a collaborative robot by sensor fusion with liquid state machines
This project will observe 4 different choice of hyperparameter on their effect to CNN with ReLU and SELU as activatio…
Jupyter Notebook
Updated Nov 22, 2017
Neurorobotic Simulations on the Degradation of Multiple Column Liquid State Machines
liquid-state-machine
lsm
spiking-neural-networks
snn
decimation
degradation
robot-controller
humanoid-robots
Jupyter Notebook
Updated Jul 25, 2017
Basic SNN propogating spikes between LIF neurons
Jupyter Notebook
Updated Jan 9, 2018
As was shown in Table 3, SNN achieved 98% accuracy with HTRU2 dataset. This implementation achieves the same result. …
Python
Updated Jan 4, 2018