Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Faculty Publications Book Chapter Faculty Publications- Book Chapter Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Creator An entity primarily responsible for making the resource Reddy, N. Srikanth; Baruah, Anganabha; Raha, Shrinwantu; Babu, S. B. G. Tilak; Kumar, K. Keshav; Suganya, S. Title A name given to the resource The Road Ahead: Charting Future Research Directions in Computational Intelligence Date A point or period of time associated with an event in the lifecycle of the resource 01-01-2025 Source A related resource from which the described resource is derived Computational Intelligence Solutions for Real-Life Problems;pp.19-35 Identifier An unambiguous reference to the resource within a given context <a href="https://doi.org/10.1201/9781998511013-2" target="_blank" rel="noreferrer noopener">https://doi.org/10.1201/9781998511013-2</a> <br /><br /><a href="https://www.scopus.com/pages/publications/105024053455?origin=resultslist" target="_blank" rel="noreferrer noopener">https://www.scopus.com/pages/publications/105024053455?origin=resultslist</a> Coverage The spatial or temporal topic of the resource, the spatial applicability of the resource, or the jurisdiction under which the resource is relevant Reddy N.S., School of Management, Presidency University, Karnataka, Bangalore, India; Baruah A., Department of Psychology, Christ University, NCR, Uttar Pradesh, Delhi, India; Raha S., Department of Geography, Bhairab Ganguly College, West Bengal, Kolkata, India; Babu S.B.G.T., Department of Electronics and Communication Engineering, Aditya Engineering College, Andhra Pradesh, Surampalem, India; Kumar K.K., Department of Humanities and Mathematics, G. Narayanamma Institute of Technology and Science (for Women), Telangana, Hyderabad, India; Suganya S., Department of Electrical and Electronics Engineering, Sethu Institute of Technology, Kariapatti, India Description An account of the resource The synergy between neuroscience and computational intelligence fosters a dynamic exchange that significantly advances both fields. At its core, this convergence focuses on emulating the brains intricate mechanisms to inspire and enhance machine learning (ML) models. Neural networks (NNs), foundational to computational intelligence, are modeled after biological neurons and drive artificial neural networks (ANNs) that excel in tasks simulating human cognition. Neuromorphic computing furthers this concept by designing hardware and software with braininspired architectures, enabling energy-efficient AI systems. A notable breakthrough is brain-computer interfaces (BCIs), which translate neural signals into actionable commands, offering transformative solutions for individuals with paralysis. Additionally, cognitive computing leverages neuroscience insights to emulate higher-order mental processes, enabling the development of intelligent, context-aware systems. Conversely, ML algorithms, especially in pattern recognition, empower neuroscience by analyzing large-scale brain imaging data to uncover hidden patterns and correlations. This bidirectional interaction accelerates discoveries in neurology and psychology while deepening our understanding of brain function. Together, neuroscience and computational intelligence form a powerful alliance, shaping the future of intelligent technologies and brain science. 2026 by Apple Academic Press, Inc. Subject The topic of the resource artificial neural networks; brain-computer interfaces; computational intelligence; machine learning; neural networks; neuromorphic computing; neuroscience Publisher An entity responsible for making the resource available Apple Academic Press Relation A related resource ISBN: 978-104080568-8; 978-199851100-6; Language A language of the resource English Type The nature or genre of the resource Book chapter Rights Information about rights held in and over the resource Restricted Access; Hardcopy may be available in the library Format The file format, physical medium, or dimensions of the resource online