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020 _a9789811391132
024 7 _a10.1007/978-981-13-9113-2
_2doi
040 _aES-MaUEC
_bspa
_cES-MaUEC
_dES-MaUEC
050 4 _aRC386.6.E43
_b2019 EB
245 0 0 _aEEG Signal Processing and Feature Extraction
_cedited by Li Hu, Zhiguo Zhang.
250 _a1st ed. 2019.
264 1 _aSingapore
_bSpringer International Publishing
_c2019
300 _a1 recurso en línea (VIII, 437 páginas)
_b177 ilustraciones, 143 ilustraciones
336 _2rdacontent
_aTexto
_btxt
337 _2rdamedia
_aelectrónico
_bc
338 _2rdacarrier
_arecurso electrónico
_bcr
347 _atext file
_bPDF
_2rda
490 0 _aBiomedical and Life Sciences (Springer-11642)
505 0 _aIntroduction -- EEG: origin and measurement -- Electroencephalography, Evoked potentials and event-related potentials -- ERP Experimental design -- EEG Preprocessing and denoising -- Spectral and time-frequency analysis -- Blind source separation -- Microstate analysis -- Source analysis -- Single-trial analysis -- Nonlinear neural dynamics -- Connectivity analysis -- Spatial complex brain network -- Temporal complex network analysis -- Machine learning -- Deep learning -- Statistical analysis -- Simultaneous EEG-fMRI -- EEG/ERP data analysis toolboxes -- Summary and conclusions.
520 3 _aThis book presents the conceptual and mathematical basis and the implementation of both electroencephalogram (EEG) and EEG signal processing in a comprehensive, simple, and easy-to-understand manner. EEG records the electrical activity generated by the firing of neurons within human brain at the scalp. They are widely used in clinical neuroscience, psychology, and neural engineering, and a series of EEG signal-processing techniques have been developed. Intended for cognitive neuroscientists, psychologists and other interested readers, the book discusses a range of current mainstream EEG signal-processing and feature-extraction techniques in depth, and includes chapters on the principles and implementation strategies.
650 7 _2embne
_aElectroencefalografía
_9139534
700 1 _aHu, Li
_eeditor
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aZhang, Zhiguo
_eeditor
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
776 0 8 _iPrinted edition:
_z9789811391125
776 0 8 _iPrinted edition:
_z9789811391149
776 0 8 _iPrinted edition:
_z9789811391156
856 4 0 _uhttps://go.openathens.net/redirector/universidadeuropea.es?url=https://doi.org/10.1007/978-981-13-9113-2
_zAcceso a este recurso digital (usuarios Universidad Europea de Madrid)
942 _2lcc
_cLE
998 _aSI
_cm
_dz
_feng
_ggw
_h0
_b01/2020
_ek
_zSI