Signal Processing in Neuroscience

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Li, Xiaoli (Επιμελητής έκδοσης)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Singapore : Springer Singapore : Imprint: Springer, 2016.
• Θέματα: Medicine.; Neurosciences.; Bioinformatics.; Biomedical engineering.; Biomedicine.; Computational Biology/Bioinformatics.; Biomedical Engineering.

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...

Πίνακας περιεχομένων:

• 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.