Network- and Information-Theoretic Approaches in the Study of Action and Perception
A special issue of Entropy (ISSN 1099-4300). This special issue belongs to the section "Information Theory, Probability and Statistics".
Deadline for manuscript submissions: 10 January 2025 | Viewed by 52
Special Issue Editors
Interests: computational neuroscience; neural data science; motor control; decision making; multisensory integration; neuroimaging; brain/body machine interface; biomedical signal processing; machine learning
Special Issue Information
Dear Colleagues,
Human and animal adaptive behaviour is underpinned by the processing of information to translate sensory inputs from the external world into effective actions. From a computational perspective, the study of the neural mechanisms underlying this complex operation can be facilitated using mathematical tools that quantify information processing in biological systems and characterise the dynamic relations between system elements (molecules, cells, brain areas, etc.). Information and network theories provide useful measures and analytical approaches to tackle such a research problem. Recent advances in these fields and their joint application to model neurobiological signals and systems hold promise for a better understanding of the perception–action cycle and the neurobiological processes involved from both theoretical and experimental viewpoints.
This Special Issue aims to be a forum for the presentation of information and/or network theory-based approaches to study perception and action across biological systems. We welcome the submission of novel techniques, algorithms, or models as well as the application of existing approaches to experimental neurobiological and behavioural data.
Dr. Ioannis Delis
Guest Editor
Dr. David O’Reilly
Guest Editor Assistant
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. Entropy 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 2600 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
- synergy
- redundancy
- encoding
- decoding
- brain networks
- muscle networks
- interaction information
- population coding
- EEG
- EMG
