December 2025
Intermediate to advanced
544 pages
14h 4m
English
Content preview from Brain Informatics Technology
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4Data Acquisition Technologies in Brain Informatics: Tools and Techniques
Nilesh Kharche1* and Anamika Ahirwar2
1Balaji Institute of Technology & Management, Sri Balaji University, Pune, India
2Department of Computer Science and Engineering, Compucom Institute of Technology and Management, Jaipur, India
Abstract
This chapter introduces the importance of data acquisition in intelligence informatics research a multi-disciplinary area involving information processing system, neurology, psychological feature skills, and informatics used to realize the operation and functioning of the brain. It examines the various data acquisition approaches which include neuro-imaging modalities, such as fMRI, EEG, and MEG non-invasive approaches, for example, multiphoton microscopy and NIRS and cutting-edge invasive approaches, for example, thick brain stimulation and micro-electrode arrays. This chapter also highlights the importance of integrating different data sets including genetic, behavioral, and neuro-physiological data and stresses the need for robust data handling as well as machine learning algorithms in dealing with big volumes of brain data.
Keywords: Data acquisition approaches, intelligence informatics, fMRI, EEG, MEG, NIRS, thick brain stimulation
4.1 Introduction
Brain informatics is an intrigue field that employs neuroscience, information processing system, information analytics, and psychological science to consider the brain’s structure and usefulness. It depends on data ...
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