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Special Issues

Brain Sciences publishes Special Issues to create collections of papers on specific topics, with the aim of building a community of authors and readers to discuss the latest research and develop new ideas and research directions. Special Issues are led by Guest Editors, who are experts on the topic and all Special Issue submissions follow MDPI's standard editorial process.

The journal’s Editor-in-Chief and/or designated Editorial Board Member will oversee Guest Editor appointments and Special Issue proposals, checking their content for relevance and ensuring the suitability of the material for the journal. The papers published in a Special Issue will be collected and displayed on a dedicated page of the journal’s website. Further information on MDPI's Special Issue polices and Guest Editor responsibilities can be found here. For any inquiries related to a Special Issue, please contact the Editorial Office.

Open for Submission

Harnessing Low-Dimensional Structures in Machine Learning and Signal Processing

Guest Editors: Jiaxi Ying, Jun Chen
Viewed by 102

Deadline: 31 May 2026

Open for Submission

Time Series Analysis for Signal Processing

Guest Editors: Ruobin Gao, Yang Yu, Zicheng Wang
Viewed by 79

Deadline: 31 May 2026

Open for Submission

Failure Diagnosis of Complex Systems

Guest Editor: Tao Wang
4 articles | Viewed by 1,902

Deadline: 30 April 2026

Open for Submission

Data Analysis for Complex Systems

Guest Editor: Ixandra Achitouv
Viewed by 88

Deadline: 30 April 2026

Open for Submission

Entropy Analysis of Electrophysiological Signals

Guest Editor: Elzbieta Olejarczyk
1 article | Viewed by 678

Deadline: 31 March 2026

Open for Submission

Higher-Order Interactions in Physiological Networks

Guest Editor: Yuri Antonacci
Viewed by 180

Deadline: 25 February 2026

Open for Submission

Advances in Fault Diagnosis and Fault-Tolerant Control: From Classical Approaches to AI-Driven Solutions

Guest Editor: Joseph J. Yame
Viewed by 120

Deadline: 30 January 2026

Open for Submission

Methods in Artificial Intelligence and Information Processing, Third Edition

Guest Editors: Zoran H. Perić, Vlado Delić, Vladimir Despotovic, Zoran Ognjanović, Marko S. Andjelković
6 articles | Viewed by 10,115

Deadline: 15 January 2026

Open for Submission

Information-Theoretic Approaches for Network Data Mining: Causality, Complexity and Scalability

Guest Editors: Lianyong Qi, Wenwen Gong, Yang Zhang, Xuyun Zhang, Yanwei Xu
Viewed by 141

Deadline: 1 January 2026

Open for Submission

Entropy Analysis of ECG and EEG Signals

Guest Editor: Marcelo Risk
2 articles | Viewed by 2,066

Deadline: 31 December 2025

Open for Submission

Entropy-Based Fault Diagnosis: From Theory to Applications

Guest Editors: Xiaoan Yan, Ling Xiang, Jinde Zheng, Zhi-Xin Yang
6 articles | Viewed by 5,940

Deadline: 16 December 2025

Open for Submission

Integrated Sensing and Communication (ISAC) in 6G

Guest Editors: Danaisy Prado-Alvarez, Jose F. Monserrat
2 articles | Viewed by 1,886

Deadline: 30 November 2025

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Entropy - ISSN 1099-4300