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Aug 25, 2023 · Secondly, the theory is incredibly adaptive and can be implemented in various scenarios. As an example, it can calculate reactions toward visual, auditory, or tactile stimuli. It can also be applied to various tasks, from simple discrimination tasks to more complicated decision-making tasks.
Sep 29, 2021 · Four contributions in this SI proposed new methods for the analysis of brain signals and data from neuroscience studies. Noticeably, all of them are based on artificial intelligence (AI) approaches, which are clearly the new frontier for brain signal processing.
- Andrea Bizzego, Gianluca Esposito
- 2021
The fundamental relationships for the derivation and analysis of adaptive algorithms in the complex domain are established based on Wirtinger calculus, and their successful application is demonstrated for two basic problems in adaptive signal processing: filtering and independent component analysis (ICA).
Nov 18, 2021 · This study aimed to systematically review recent advances in ML and DL supervised models for decoding and classifying EEG signals. Moreover, this article provides a comprehensive review of the state-of-the-art techniques used for EEG signal preprocessing and feature extraction.
- Maham Saeidi, Waldemar Karwowski, Farzad V. Farahani, Krzysztof Fiok, Redha Taiar, P. A. Hancock, Aw...
- 2021
Library of Congress Cataloging-in-Publication Data Sanei, Saeid. Adaptive processing of brain signals / Dr. Saeid Sanei. pages cm Includes bibliographical references and index. ISBN 978-0-470-68613-3 (hardback) 1. Neural networks (Neurobiology). 2. Brain–Physiology. 3. Signal processing–Digital techniques. I. Title. QP363.3.S26 2013 573.8 5 ...
Jan 1, 2014 · In the study of signal processing techniques, the term adaptive is used when a system (analogue or digital) is able to adjust their own parameters in response to external stimulations. In other words, an adaptive system autonomously changes its internal parameters...
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Apr 24, 2020 · This paper describes the origins, principles, applications, and evidence related to Adaptive Information Processing (AIP) theory. AIP theory provides the theoretical underpinning of Eye Movement Desensitization and Reprocessing (EMDR) therapy.
