How Long to Read Advanced Signal Processing on Brain Event-Related Potentials

How Long Does it Take to Read Advanced Signal Processing on Brain Event-Related Potentials?

It takes the average reader 3 hours and 47 minutes to read Advanced Signal Processing on Brain Event-Related Potentials by Fengyu Cong

Assuming a reading speed of 250 words per minute. Learn more

Description

This book is devoted to the application of advanced signal processing on event-related potentials (ERPs) in the context of electroencephalography (EEG) for the cognitive neuroscience. ERPs are usually produced through averaging single-trials of preprocessed EEG, and then, the interpretation of underlying brain activities is based on the ordinarily averaged EEG. We find that randomly fluctuating activities and artifacts can still present in the averaged EEG data, and that constant brain activities over single trials can overlap with each other in time, frequency and spatial domains. Therefore, before interpretation, it will be beneficial to further separate the averaged EEG into individual brain activities. The book proposes systematic approaches pre-process wavelet transform (WT), independent component analysis (ICA), and nonnegative tensor factorization (NTF) to filter averaged EEG in time, frequency and space domains to sequentially and simultaneously obtain the pure ERP of interest. Software of the proposed approaches will be open-accessed. Contents:IntroductionWavelet Filter Design Based on Frequency Responses for Filtering ERP Data With Duration of One EpochIndividual-Level ICA to Extract the ERP Components from the Averaged EEG DataMulti-Domain Feature of the ERP Extracted by NTF: New Approach for Group-Level Analysis of ERPsAnalysis of Ongoing EEG by NTF During Real-World Music ExperiencesAppendix: Introduction to Basic Knowledge of Mismatch Negativity Readership: Undergraduate, graduate, researchers and professionals in the field of neurology/neuroscience, medical imaging, psychology, biomedical engineering and computer science. Key Features:Advanced signal processing approaches can be applied on averaged EEG to extract ERPs' componentsFiltering ERPs in time, frequency and space domains sequentially and simultaneouslyDemo of ERP data and MATLAB codes are open-access for the advanced signal processing approaches on ERPsKeywords:Event-Related Potentials (ERPs);Digital Filter;Wavelet Filter;Independent Component Analysis;Tensor Decomposition;Nonnegative Tensor Factorization;Time-Frequency Representation

How long is Advanced Signal Processing on Brain Event-Related Potentials?

Advanced Signal Processing on Brain Event-Related Potentials by Fengyu Cong is 224 pages long, and a total of 56,896 words.

This makes it 76% the length of the average book. It also has 70% more words than the average book.

How Long Does it Take to Read Advanced Signal Processing on Brain Event-Related Potentials Aloud?

The average oral reading speed is 183 words per minute. This means it takes 5 hours and 10 minutes to read Advanced Signal Processing on Brain Event-Related Potentials aloud.

What Reading Level is Advanced Signal Processing on Brain Event-Related Potentials?

Advanced Signal Processing on Brain Event-Related Potentials is suitable for students ages 12 and up.

Note that there may be other factors that effect this rating besides length that are not factored in on this page. This may include things like complex language or sensitive topics not suitable for students of certain ages.

When deciding what to show young students always use your best judgement and consult a professional.

Where Can I Buy Advanced Signal Processing on Brain Event-Related Potentials?

Advanced Signal Processing on Brain Event-Related Potentials by Fengyu Cong is sold by several retailers and bookshops. However, Read Time works with Amazon to provide an easier way to purchase books.

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