colinshane's repositories
Hardware-Accelerated-SNN
Architecture for Spiking Neural Network
cuda-convnet2
Automatically exported from code.google.com/p/cuda-convnet2
dendrigit
Digital biologically inspired spiking neural network implementation
dvs-feature-extraction
Dynamic Vision Sensor (DVS) data is an alternative to classical vision paradigms and offers many advantages over frame based processing. Further work is needed to create techniques capable of harnessing the full potential of DVS data. This repository holds some work using evolutionary algorithms to generate kernels specialised to DVS data. These kernels can then be used as low level feature detectors for input into neural networks.
dvs-truenorth
Telluride neuromorphic project on event-based image classification
dvs_reconstruction
Calculate full image from event based camera (dynamic vision sensor)
DVScalibration
Matlab functions to help with DVS calibration using the Caltech Camera Calibration Toolbox (from http://www.vision.caltech.edu/bouguetj/calib_doc/ )
fast
FAST corner detector by Edward Rosten
hrr-scaling
Python/CUDA code to create a spiking neural network that can encode and traverse the Wordnet lexical database.
Leaky-Integrate-and-fire
A practice SNN model for classification
learnability
This is a set of python scripts for various STDP learning experiments.
LearningOptimalSpikeBasedRepresentations
Implementation of a spiking neural network
MirroredSTDPAutoencoder
Implement http://journals.plos.org/ploscompbiol/article?id=10.1371/journal.pcbi.1004566
Neuro
Spiking Neural Network for motion direction
OculomotorControl
This repository holds the relevant code for the BrainScaleS "Demo2" WP6 Task2 Oculomotor control closed-loop
Pattern_formation_in_neural_circuits_by_traveling_waves_and_STDP
Matlab scripts for journal article
pynn_spinnaker_bcpnn
Spiking Bayesian Confidence Propagation Neural Network learning for PyNN SpiNNaker
spike-time-dependent-plasticity
A spiking neural network undergoes plastic changes based on the timing of neural spikes (MATLAB).
Spiking-Networks
A MATLAB environment for creating spiking neural networks with action potential propagation delays.
Spiking-Neural-Network-Simulations
A series of simulations organized as homework assignments that were part of the course on Neuromorphic Engineering at IIT Bombay (course code: EE 746)
SpikingNeuralNetworks
Toy code written for learning neural networks and processing event-based data as part of a winter research project at UQ
spinnaker_ray_tracer
Implementation of a ray tracer for the SpiNNaker neuromorphic computing platform (platform primarily used for simulating spiking neural networks)
STDP-stability
A Matlab GUI presenting the results of my STDP stability research.
TemporalEncoding
Supervised learning in spiking neural networks for precise temporal encoding