Inferring Neural Firing Rates from Spike Trains Using Gaussian Processes.

John P. Cunningham Byron M. Yu Krishna V. Shenoy Maneesh Sahani

Published in: NIPS (2007)

Keyphrases

gaussian processes
spike trains
single neuron
gaussian process
spiking neurons
gaussian process regression
multi task
covariance function
gaussian process models
human pose estimation
hyperparameters
machine learning
image processing
denoising
maximum likelihood