Deep Learning For Eeg based Brain computer Interfaces Representations Algorithms And Applications

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Download or read online Deep Learning For Eeg based Brain computer Interfaces Representations Algorithms And Applications PDF book by Xiang Zhang in ePUB, PDF or Kindle eBooks. Published by World Scientific in 14 September 2021 the book become immediate popular and critical acclaim in Computers books with total hardcover page 296. Click Download Book button to get book file. Read some info about this book below.

  • Author : Xiang Zhang
  • Publisher : World Scientific
  • Release : 14 September 2021
  • ISBN : 9781786349606
  • Page : 296 pages
  • Language : English
  • Total View : 4888 Views
  • File Size : 54,7 Mb

Deep Learning For Eeg based Brain computer Interfaces Representations Algorithms And Applications Book PDF summary

Deep Learning for EEG-Based Brain-Computer Interfaces is an exciting book that describes how emerging deep learning improves the future development of Brain-Computer Interfaces (BCI) in terms of representations, algorithms and applications. BCI bridges humanity's neural world and the physical world by decoding an individuals' brain signals into commands recognizable by computer devices.This book presents a highly comprehensive summary of commonly-used brain signals; a systematic introduction of around 12 subcategories of deep learning models; a mind-expanding summary of 200+ state-of-the-art studies adopting deep learning in BCI areas; an overview of a number of BCI applications and how deep learning contributes, along with 31 public BCI data sets. The authors also introduce a set of novel deep learning algorithms aimed at current BCI challenges such as robust representation learning, cross-scenario classification, and semi-supervised learning. Various real-world deep learning-based BCI applications are proposed and some prototypes are presented. The work contained within proposes effective and efficient models which will provide inspiration for people in academia and industry who work on BCI.

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