Brain and behavior computing / authored by: GR Sinha and Mridu Sahu.
| Author/creator | Sinha, G. R., 1975- |
| Other author | Sahu, Mridu. |
| Format | Electronic |
| Edition | First edition. |
| Publication Info | Boca Raton, FL : CRC Press, 2021. |
| Description | 1 online resource |
| Supplemental Content | Full text available from Taylor & Francis eBooks |
| Subjects |
| Contents | Simulation tools for brain signal analysis -- Processing techniques and analysis of brain sensor data using electroencephalography (EEG) -- Application of machine-learning techniques in electroencephalography signals -- Revolution of brain computer interface : an introduction -- Signal modeling using spatial filtering and matching wavelet feature extraction for classification of brain activity pattern -- Study and analysis of the visual P300 speller on neurotypical subjects -- Effective brain computer interface based on the adaptive-rate processing and classification of motor imagery tasks -- EEG based BCI systems for neurorehabilitation applications -- Scalp EEG classification using TQWT-entropy features for epileptic seizure detection -- An efficient single-trial classification approach for Devanagari script-based visual P300 speller using knowledge distillation and transfer learning -- Deep learning algorithms for brain image analysis -- Evolutionary optimization-based two-dimensional elliptical FIR filters for skull stripping in brain imaging and disorder detection -- EEG-based neurofeedback game for focus level enhancement -- Detecting K-complexes in brain signals using WSST2-DETOKS -- Directed functional brain networks : characterisation of information flow direction during cognitive function using non-linear Granger causality -- Student behavior modeling and context acquisition : a ubiquitous learning framework. |
| Abstract | "Brain and Behavior Computing provides an insight into the functions of the human brain. This book provides emphasis on brain and behavior computing with different modalities available such as signal and image processing, data science, statistics, distributed computing including fundamentals, model, algorithms, case studies, and research scope. It further illustrates brain signals sources and how the brain signal can process, manipulate and transform in different domains to extract information about the physiological condition of the brain. Emphasis is on real challenges in brain signal processing for variety of applications for analysis, classification, clustering and identification"-- Provided by publisher. |
| Bibliography note | Includes bibliographical references and index. |
| Access restriction | Available only to authorized users. |
| Technical details | Mode of access: World Wide Web |
| Source of description | Description based on print version record and CIP data provided by publisher. |
| Issued in other form | Print version: Sinha, G. R., 1975- Brain and behavior computing First edition. Boca Raton, FL : CRC Press, 2021. 9780367552978 |
| Genre/form | Electronic books. |
| LCCN | 2020055209 |
| ISBN | 9781003092889 (ebook) |
| ISBN | 9781000387223 (epub) |
| ISBN | (hardback) |
| ISBN | (paperback) |