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Artificial Intelligence Enabled Signal Processing based Models for Neural Information Processing - Rajesh Kumar Tripathy

Artificial Intelligence Enabled Signal Processing based Models for Neural Information Processing

By: Rajesh Kumar Tripathy (Editor), Ram Bilas Pachori (Editor)

Paperback | 22 May 2026 | Edition Number 1

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The book provides details regarding the application of various signal processing and artificial intelligence-based methods for electroencephalography data analysis. It will help readers in understanding the use of electroencephalography signals for different neural information processing and cognitive neuroscience applications. The book:

  • Covers topics related to the application of signal processing and machine learning-based techniques for the analysis and classification of electroencephalography signals
  • Presents automated methods for detection of neurological disorders and other applications such as cognitive task recognition, and brain-computer interface
  • Highlights the latest machine learning and deep learning methods for neural signal processing
  • Discusses mathematical details for the signal processing and machine learning algorithms applied for electroencephalography data analysis
  • Showcases the detection of dementia from electroencephalography signals using signal processing and machine learning-based techniques

It is primarily written for senior undergraduates, graduate students, and researchers in the fields of electrical engineering, electronics and communications engineering, and biomedical engineering.

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