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.
Artificial Intelligence Enabled Signal Processing based Models for Neural Information Processing
RRP:
$117.99
$117.00
Description
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.
The book provides details regarding the application of various signal processing and artificial intelligence-based methods for electroencephalography data analysis.
This conference proceedings contains all papers, presented at the Second International Conferenceon Advances in Signal Processing and Artificial Intelligence (ASPAI' 2020), 18-20 November 2020. The...
This book focuses on artifi cial intelligence in the fi eld of digital signal processing and wireless communication. The implementation of machine learning and deep learning in audio, image, and...
The two-volume set CCIS 1142 and 1143 constitutes thoroughly refereed contributions presented at the 26th International Conference on Neural Information Processing, ICONIP 2019, held in Sydney,...
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