Signal Processing in Neuroscience

This book reviews cutting-edge developments in neural signalling processing (NSP), systematically introducing readers to various models and methods in the context of NSP. Neuronal Signal Processing is a comparatively new field in computer sciences and neuroscience, and is rapidly establishing itself...

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Bibliographic Details
Call Number:Libro Electrónico
Corporate Author: SpringerLink (Online service)
Other Authors: Li, Xiaoli (Editor)
Format: Electronic eBook
Language:Inglés
Published: Singapore : Springer Nature Singapore : Imprint: Springer, 2016.
Edition:1st ed. 2016.
Subjects:
Neurosciences.
Bioinformatics.
Biomedical engineering.
Neuroscience.
Computational and Systems Biology.
Biomedical Engineering and Bioengineering.
Online Access:Texto Completo
Table of Contents:
  • Brief history and development of electrophysiological recording techniques in neuroscience
  • Adaptive Spike Sorting with a Gaussian Mixture Model
  • Causality of Spike Trains Based on Entropy
  • Quantification of Spike-LFP Synchronization
  • Artifact removal in EEG recordings
  • Order Time Series Analysis of Neural Signals
  • Dynamical Similarity Analysis of EEG Recordings
  • Entropy Measures in Neural Signals
  • Synchronization Measures in EEG Signals
  • Estimating Coupling Direction between Neuronal Populations
  • The comodulation measure of neuronal oscillations
  • Multivariate EEG synchronization strength measures
  • Cross-Frequency Coupling in Neural Oscillations
  • Nonnegative Matrix and Tensor Decomposition of EEG.

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