Titlebook: Dynamic Neuroscience; Statistics, Modeling Zhe Chen,Sridevi V. Sarma Book 2018 Springer International Publishing AG 2018 Neural signal proc

maudtin

Sound,or signal detection, neural decoding, denoising, dimensionality reduction, and data visualization. We review general modeling and inference strategies for latent variable models. Finally, we illustrate our methods with several neuroscience applications using population spike trains recorded from the animal’s hippocampus and neocortices.

maladorit

Latent Variable Modeling of Neural Population Dynamicsor signal detection, neural decoding, denoising, dimensionality reduction, and data visualization. We review general modeling and inference strategies for latent variable models. Finally, we illustrate our methods with several neuroscience applications using population spike trains recorded from the animal’s hippocampus and neocortices.

ANNUL

ingenue

Introduction,oncepts and representative applications of statistics, signal processing, and control in neuroscience. Finally, we provide roadmaps for this edited book as well as pointers to the literature and other resources.