Computational Intelligence and Brain Plasticity

A special issue of Brain Sciences (ISSN 2076-3425). This special issue belongs to the section "Computational Neuroscience and Neuroinformatics".

Deadline for manuscript submissions: 31 July 2024 | Viewed by 1003

Special Issue Editors


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Guest Editor
Dipartimento di Elettronica, Informazione e Bioingegneria (DEIB), Politecnico di Milano, 20133 Milan, Italy
Interests: signal processing algorithms for the analysis of biological systems; computational modeling of neural information encoding, and on application of nonlinear and multivariate statistical models to characterize heart rate variability and cardiovascular control dynamics

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Guest Editor
School of Science, Western Sydney University, Sydney, NSW 2751, Australia
Interests: pathophysiology of major central vestibular disorders; the investigation of dysautonomia and hormonal dysfunctions in vestibular patients; novel therapeutic approaches based on new pathophysiological considerations
Special Issues, Collections and Topics in MDPI journals

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Guest Editor
College of Computer Science, Hangzhou Dianzi University, Second Street, Xiasha Higher Education Zone, Hangzhou 310018, China
Interests: brain

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Guest Editor

Special Issue Information

Dear Colleagues,

The ability of the nervous system to change its activity in response to intrinsic or extrinsic stimuli and to reorganize its structure, functions, or connections is known as brain plasticity. Plasticity is crucial for recovering cognitive and motor functions after severe injuries, as well as for navigating unfamiliar situations while learning new tasks or skills. Recently, artificial intelligence (AI) and innovative computational methods have provided important tools for a quantitative assessment of brain plasticity. These measures can be used in clinical applications, for example, to assess patient progress during rehabilitation treatments and to develop patient-specific training sessions based on trainees’ performance and brain responses. Important examples of industrial applications include neuroimaging technology, wearable sensors, and advanced data processing. AI-based methodologies are some of the most appropriate tools for discovering the wide range of mechanisms underlying brain plasticity.

This Special Issue includes both methodological and experimental studies aimed at identifying changes in subjects’ brain activation patterns or mental states (e.g., learning, mental workload, stress, attention, mental fatigue, post-stroke, etc.) due to plasticity aspects. Studies on wearable sensors and associated technologies are also encouraged. All types of manuscripts will be taken into consideration, including original basic science reports, translational research, clinical studies, review articles, and methodology papers.

We welcome innovative research in the following fields: neuroscience, neurosurgery, neurorehabilitation, neural networks, and brain neuroplasticity with human–machine interactions at work.

Dr. Gianluca Borghini
Dr. Riccardo Barbieri
Dr. Viviana Mucci
Dr. Hong Zeng
Dr. Alessandra Anzolin
Guest Editors

Manuscript Submission Information

Manuscripts should be submitted online at www.mdpi.com by registering and logging in to this website. Once you are registered, click here to go to the submission form. Manuscripts can be submitted until the deadline. All submissions that pass pre-check are peer-reviewed. Accepted papers will be published continuously in the journal (as soon as accepted) and will be listed together on the special issue website. Research articles, review articles as well as short communications are invited. For planned papers, a title and short abstract (about 100 words) can be sent to the Editorial Office for announcement on this website.

Submitted manuscripts should not have been published previously, nor be under consideration for publication elsewhere (except conference proceedings papers). All manuscripts are thoroughly refereed through a single-blind peer-review process. A guide for authors and other relevant information for submission of manuscripts is available on the Instructions for Authors page. Brain Sciences is an international peer-reviewed open access monthly journal published by MDPI.

Please visit the Instructions for Authors page before submitting a manuscript. The Article Processing Charge (APC) for publication in this open access journal is 2200 CHF (Swiss Francs). Submitted papers should be well formatted and use good English. Authors may use MDPI's English editing service prior to publication or during author revisions.

Keywords

  • brain plasticity
  • learning process
  • cognitive training
  • mental state assessment
  • cognitive rehabilitation
  • high-resolution eeg
  • brain connectivity
  • cognitive control behaviour
  • artificial intelligence
  • hypers-canning
  • multivariate autoregressive models

Published Papers

This special issue is now open for submission.
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