000			04367nam\a2200373\a\4500
001			57673
005			20260107124620.0
008			250107s2025 flu b 001 0 eng
020			_a9781032171708 _q(hardback)
020			_a9781032171715 _q(paperback)
020			_z9781003252092 _q(ebook)
040			_aDNLM/DLC _beng _erda _cDLC _dBd-DhIUB
082	0	0	_a616.8047547 _223 _bA2442
245	0	0	_aAdvanced electroencephalography analytical methods : _bfundamentals, acquisition, and applications / _cedited by Ganesh Naik, Wellington Pinheiro dos Santos, and Gaetano Gargiulo.
250			_aFirst edition.
260			_aLondon: _bCRC Press, _c2025
300			_a268 pages _c24cm
504			_aIncludes bibliographical references and index.
505	0		_aDiagnostic applications of EEG signal patterns in Neuroscience / Arun Sasidharan, Sumit Sharma, Vrinda M, Kusumika Krori Dutta, and Chetan S Mukundan -- Deep Learning Techniques for Automatic Sleep Pattern Identification and Disorder Evaluation using EEG Signals / K R Shylaja -- Recent Trends in EEG-Based MI and SSVEP Brain-Computer Interface Applications : A Review / Sheikh Farhana Binte Ahmed, Saiful Islam Leon, Jarina Akter, Maisha Anjum, Nazmus Sakib and Md. Kafiul Islam -- Recent Trends in EEG-Based P300, Neuromarketing and E-sports Brain-Computer Interface Applications : A Review / Sheikh Farhana Binte Ahmed, Mehedi Hasan, Md. Tawhid Islam Opu, Faisal Bin Shahin, Md. Ahsan-Ul Kabir Shawon, Tasnuva Faruk and Md. Kafiul Islam -- Significance of Fourier Transform for Epileptic EEG signal analysis / Pooja, Sourav Maity and Karan Veer -- Alternative treatment with nonperiodic acoustic stimulation for Pharmaco resistant epileptic patients : an exploratory study / Juliana C. Gomes, Vanessa Marques, Caio de Brito, Yasmin Nascimento, Gabriel Miranda, Nathália Córdula, Camila Fragoso, Arianne Torcarte, Maíra A. Santana, Giselle Moreno, and Wellington P. dos Santos -- Artifacts removal in Electroencephalogram (EEG) signals / Jammisetty Yedukondalu, M Krishna Chaitanya, and Lakhan Dev Sharma -- Multi-channel and multi-label decision-making system (MCL-DMS) for sleep stage and sleep disorder recognition from EEG signals / Yi-Hsuan Cheng, Margaret Lech and Richardt H. Wilkinson -- Analyzing and Decoding Natural Reach & Grasp Action Using Convolutional Neural Network / Abida Nazir, Asim Waris, Shafiq Alam, Shafaq Mushtaq, Rabia Nazir and Imran Khan Niazi -- Classification of motor imagery EEG signals based on sparse representations of Empirical Mode Decomposition features / José Antonio Alves de Menezes, Juliana Carneiro Gomes, Vitor de Carvalho Hazin, Júlio César Sousa Dantas, Marcelo Cairrão Araújo Rodrigues, Pedro Luís Gurgel Nogueira, and Wellington P. dos Santos -- Prediction of Onset of Seizures from EEG signals using ML Techniques / Sumathi A, Priya R Sankpal, Jyoti R Munavalli, and Anusha A. N.
520			_a"Advanced Electroencephalography Analytical Methods: Fundamentals, Acquisition, and Applications presents the theoretical basis and applications of electroencephalography (EEG) signals in neuroscience, involving signal analysis, processing, signal acquisition, representation, and applications of EEG signal analysis using non-linear approaches and machine learning. It explains principles of neurophysiology, linear signal processing, computational intelligence, and the nature of signals including machine learning. Applications involve computer-aided diagnosis, brain-computer interfaces, rehabilitation engineering, and applied neuroscience. This book is intended for researchers and graduate students in biomedical signal processing, electrical engineering, neuroscience, and computer science"--
526			_aCSE _beee _lREF
541			_aRisaam
650	1	2	_aElectroencephalography
650	2	2	_aSignal Processing, Computer-Assisted
650	2	2	_aImage Interpretation, Computer-Assisted _xmethods
650	2	2	_aBrain-Computer Interfaces
650	2	2	_aBrain Diseases _xdiagnosis
700	1		_aNaik, Ganesh R., _eeditor.
700	1		_aSantos, Wellington Pinheiro dos, _eeditor.
700	1		_aGargiulo, Gaetano, _eeditor.
776	0	8	_iOnline version: _tAdvanced electroencephalography analytical methods _bFirst edition. _dBoca Raton FL : CRC Press, 2025 _z9781003252092 _w(DLC) 2024026280
942			_2ddc _cBK
999			_c57673 _d57847