Frontiers in Computational Neuroscience

Scope & Guideline

Unlocking the Mysteries of the Brain through Computational Insight.

Introduction

Explore the comprehensive scope of Frontiers in Computational Neuroscience through our detailed guidelines, including its aims and scope. Stay updated with trending and emerging topics, and delve into declining areas to understand shifts in academic interest. Our guidelines also showcase highly cited topics, featuring influential research making a significant impact. Additionally, discover the latest published papers and those with high citation counts, offering a snapshot of current scholarly conversations. Use these guidelines to explore Frontiers in Computational Neuroscience in depth and align your research initiatives with current academic trends.
LanguageEnglish
ISSN-
PublisherFRONTIERS MEDIA SA
Support Open AccessNo
Country-
Type-
Converge-
AbbreviationFRONT COMPUT NEUROSC / Front. Comput. Neurosci.
Frequency1 issue/year
Time To First Decision-
Time To Acceptance-
Acceptance Rate-
Home Page-
AddressAVENUE DU TRIBUNAL FEDERAL 34, LAUSANNE CH-1015, SWITZERLAND

Aims and Scopes

Frontiers in Computational Neuroscience aims to explore the intricacies of the brain and its computational models through a multidisciplinary approach, embodying both biological and artificial systems. The journal emphasizes the integration of experimental neuroscience, theoretical models, and computational techniques to advance our understanding of brain function and disorders.
  1. Computational Modeling of Neural Dynamics:
    The journal focuses on various computational models that simulate neural dynamics, including spiking neural networks, neural mass models, and other mathematical frameworks that help in understanding brain functions and disorders.
  2. Machine Learning and Artificial Intelligence Applications:
    There is a strong emphasis on the application of machine learning and AI techniques in neuroscience, particularly in areas like neuroimaging, EEG analysis, and diagnostic applications for neurological disorders.
  3. Neurobiological Insights and Mechanisms:
    Research published in the journal often delves into the biological underpinnings of neural processes, investigating the interactions at the cellular and network levels that contribute to cognitive functions and behaviors.
  4. Interdisciplinary Approaches to Neuroscience:
    The journal encourages interdisciplinary research that merges insights from neuroscience, psychology, computer science, and engineering to address complex problems in understanding brain function and dysfunction.
  5. Neuroinformatics and Data Analysis:
    Frontiers in Computational Neuroscience publishes studies that develop new methods for analyzing neural data, focusing on big data approaches, neuroinformatics, and the integration of multimodal datasets.
Recent publications in Frontiers in Computational Neuroscience reveal a dynamic evolution of research themes, with several trending and emerging scopes gaining traction. These themes reflect the journal's responsiveness to technological advancements and current challenges in neuroscience.
  1. Deep Learning Applications in Neuroimaging:
    There is a significant increase in research utilizing deep learning techniques for neuroimaging analysis, particularly in detecting and classifying neurological disorders from MRI and EEG data.
  2. Neurocomputational Models for Neurological Disorders:
    Emerging studies focus on developing neurocomputational models that simulate the pathophysiology of neurological disorders, enhancing understanding and offering insights for therapeutic interventions.
  3. Integration of AI and Neuroscience:
    The intersection of artificial intelligence and neuroscience is becoming increasingly prominent, with research exploring how AI methodologies can inform and improve neurological research and applications.
  4. Multiscale and Multimodal Approaches:
    A trend towards incorporating multiscale and multimodal approaches in studies is evident, reflecting a holistic view of brain function that accommodates data from various levels of analysis.
  5. Cognitive Neuroscience and Computational Psychiatry:
    There is a growing interest in cognitive neuroscience applications within computational psychiatry, focusing on how computational models can elucidate cognitive processes and psychiatric disorders.

Declining or Waning

While Frontiers in Computational Neuroscience has consistently covered a wide range of topics, certain themes appear to be diminishing in prominence over recent years. This may reflect shifts in research focus or methodological advancements that have rendered some areas less central.
  1. Basic Theoretical Neuroscience:
    There has been a noticeable decline in purely theoretical models that do not incorporate experimental validation or practical applications, indicating a shift towards more applied research.
  2. Single-Method Studies:
    Papers focusing solely on a single methodology, such as traditional statistical analyses without computational enhancement, are becoming less frequent as the field increasingly favors integrated approaches that combine multiple methodologies.
  3. Neurophilosophy and Conceptual Discussions:
    Discussions centered on neurophilosophical implications or theoretical frameworks lacking empirical support are waning, as the journal leans more towards empirical studies with clear computational or experimental outcomes.

Similar Journals

Network Neuroscience

Charting New Territories in Neuroscience and Mathematics
Publisher: MIT PRESSISSN: 2472-1751Frequency: 4 issues/year

Network Neuroscience is a premier open-access journal published by MIT Press, focusing on the interdisciplinary nexus of neuroscience, applied mathematics, artificial intelligence, and computer science. Since its inception in 2017, the journal has established itself as a leading outlet for innovative research and cutting-edge methodologies, ensuring disseminated knowledge is freely accessible to all. With an impressive Q1 ranking in multiple categories including Applied Mathematics, Artificial Intelligence, Computer Science Applications, and Neuroscience, it serves as a vital platform for scholars, professionals, and students to explore the intricate networks that underpin cognitive processes and brain function. The journal is committed to advancing the understanding of complex neural mechanisms through interdisciplinary approaches and remains a crucial resource for anyone engaged in the burgeoning fields of network science and neuroscience research.

NEURAL NETWORKS

Transforming Insights into Intelligent Solutions
Publisher: PERGAMON-ELSEVIER SCIENCE LTDISSN: 0893-6080Frequency: 10 issues/year

NEURAL NETWORKS, an esteemed journal with the ISSN 0893-6080 and E-ISSN 1879-2782, is published by Pergamon-Elsevier Science Ltd in the United Kingdom. This influential journal, established in 1988 and continuing its publication through 2024, is recognized for its significant contributions to the fields of Artificial Intelligence and Cognitive Neuroscience, ranking in the Q1 category in both disciplines as of 2023. With a strong Scopus rank of #4/115 in Cognitive Neuroscience and #35/350 in Artificial Intelligence, and a commendable percentile of 96th and 90th respectively, NEURAL NETWORKS stands at the forefront of academic research. Researchers, professionals, and students can benefit from the journal's rigorous peer-review process and the dissemination of groundbreaking findings that shape understanding in artificial intelligence methodologies and their cognitive applications. While the journal currently operates under traditional access options, it serves as a vital resource in fostering innovations and cross-disciplinary collaboration.

Cognitive Neurodynamics

Advancing Understanding in Cognitive Neuroscience.
Publisher: SPRINGERISSN: 1871-4080Frequency: 6 issues/year

Cognitive Neurodynamics is a leading journal in the field of cognitive neuroscience, published by Springer in the Netherlands. With an ISSN of 1871-4080 and an E-ISSN of 1871-4099, this journal has established itself as a prominent platform for innovative research from its inception in 2007, continuing to enrich the academic landscape through 2024. Recognized for its significant contributions, Cognitive Neurodynamics holds a Q2 quartile ranking in cognitive neuroscience and impressively ranks #27 out of 115 in the Scopus database, placing it in the 76th percentile among its peers. While the journal is not open access, it offers a wealth of studies focusing on the intricate dynamics of cognitive processes and neurobiological mechanisms, making it essential reading for researchers, professionals, and students alike. Its objective is to bridge the gap between theoretical insights and practical applications, fostering a deeper understanding of cognition through multidisciplinary approaches. Explore the latest advancements in cognitive dynamics and contribute to the evolving dialogue within this fascinating field.

CURRENT OPINION IN NEUROBIOLOGY

Navigating the Evolving Landscape of Neurobiological Research
Publisher: CURRENT BIOLOGY LTDISSN: 0959-4388Frequency: 6 issues/year

CURRENT OPINION IN NEUROBIOLOGY, published by CURRENT BIOLOGY LTD, stands as a premier interdisciplinary journal in the field of neuroscience, specifically focusing on the latest advancements and emerging trends in neurobiology. With an impressive impact factor bolstered by its classification in Q1 in the Neuroscience (Miscellaneous) category and a notable Scopus rank of #16 out of 113 within General Neuroscience, this journal serves as an essential resource for academics, professionals, and students alike. Since its inception in 1991, CURRENT OPINION IN NEUROBIOLOGY has consistently provided insightful reviews covering various aspects of neurobiological research, thereby enhancing our understanding of complex neural processes. While the journal is not open access, it remains committed to disseminating high-quality research and fostering scholarly dialogue, making it a critical platform for those seeking to keep abreast of the dynamic developments in neuroscience.

International Journal of Unconventional Computing

Pioneering Unconventional Paths in Computing
Publisher: OLD CITY PUBLISHING INCISSN: 1548-7199Frequency: 6 issues/year

The International Journal of Unconventional Computing, published by OLD CITY PUBLISHING INC, is a pivotal platform for innovative research within the field of Computational Science. With a significant focus on unconventional computing methods, this journal aims to explore new paradigms and approaches that challenge traditional computational models. Launched in 2008 and running through 2024, it has established itself as a noteworthy publication in its domain, currently categorized in the Q3 quartile for Computer Science (miscellaneous). While it holds a Scopus rank of #143 out of 232 in General Computer Science, the journal continues to attract submissions from a diverse range of scholars—fostering a rich dialogue on cutting-edge developments. As an essential resource for researchers, students, and professionals eager to delve into pioneering computing techniques, this journal invites the global academic community to contribute and engage with its content. Access options vary, promoting flexibility for readers interested in exploring unconventional methodologies in computing.

EUROPEAN JOURNAL OF NEUROSCIENCE

Elevating Knowledge in the Dynamic Field of Neuroscience
Publisher: WILEYISSN: 0953-816XFrequency: 24 issues/year

European Journal of Neuroscience is a prestigious, peer-reviewed journal published by Wiley, dedicated to advancing our understanding of the complex field of neuroscience. With an impact factor that positions it in the Q2 category of general neuroscience, this journal serves as a vital platform for researchers and professionals working at the intersection of biology, psychology, and medical science. Since its inception in 1989, the journal has been committed to publishing high-quality research that spans various topics within neuroscience, thus facilitating the exchange of innovative ideas and methodologies. Despite being a subscription-based journal, it attracts a diverse readership and has achieved significant recognition, evidenced by its Scopus rank of 33 out of 113 in its field, placing it in the 71st percentile. The European Journal of Neuroscience not only fosters groundbreaking studies but also encourages collaboration among scholars, making it an indispensable resource for students, researchers, and professionals eager to stay informed about the latest scientific advancements.

JOURNAL OF NEUROSCIENCE METHODS

Connecting Ideas, Methods, and Discoveries in Neuroscience
Publisher: ELSEVIERISSN: 0165-0270Frequency: 18 issues/year

Welcome to the JOURNAL OF NEUROSCIENCE METHODS, a prestigious platform for disseminating innovative methodologies in the interdisciplinary field of neuroscience. Published by Elsevier, this journal has been pivotal since its inception in 1979, covering a diverse range of experimental techniques and methods aimed at advancing our understanding of neural systems and functions. With a commendable impact factor and classified within the Q2 category in Neuroscience (miscellaneous) as of 2023, the journal continues to attract high-quality research from professionals, scholars, and students alike. While maintaining a robust subscription model, it provides unparalleled access to groundbreaking studies, fostering collaboration and knowledge exchange among the global neuroscience community. Join us as we explore and contribute to the evolution of neuroscience methodologies through rigorous research and comprehensive reviews, setting the stage for future discoveries.

Brain Communications

Transforming Research into Understanding
Publisher: OXFORD UNIV PRESSISSN: Frequency: 1 issue/year

Brain Communications is an esteemed, open-access academic journal published by Oxford University Press since 2019, focusing on the dynamic field of neuroscience. With a dedicated ISSN and an E-ISSN of 2632-1297, this journal aims to address the intricate relationships between brain functions, psychiatric disorders, and neurobiological mechanisms. The journal stands out in the academic realm, holding a prestigious Q1 ranking across several categories, including Biological Psychiatry, Cellular and Molecular Neuroscience, Neurology, and Psychiatry and Mental Health for 2023. Notably, it has also secured impressive Scopus ranks in various neuroscience and psychiatry fields, evidencing its commitment to high-quality research. With an impact factor reflective of its growing influence, Brain Communications provides accessible research findings to professionals, researchers, and students alike, fostering a deeper understanding of complex neurological phenomena. This innovative journal is pivotal for anyone involved in advancing knowledge in neuroscience and mental health.

NEUROCOMPUTING

Pioneering Research in Neural and Computational Frontiers
Publisher: ELSEVIERISSN: 0925-2312Frequency: 18 issues/year

NEUROCOMPUTING is a premier academic journal published by ELSEVIER, specializing in the interdisciplinary fields of Artificial Intelligence, Cognitive Neuroscience, and Computer Science Applications. With an impressive impact factor and a Q1 ranking in its relevant categories for 2023, NEUROCOMPUTING is recognized as a leader in fostering innovative research and providing a platform for ground-breaking studies. The journal’s scope covers the convergence of neural computation and artificial intelligence, making it essential reading for researchers and professionals seeking to explore the latest advancements and applications in these dynamic fields. For those interested in the cutting-edge intersection of neuroscience and computational techniques, NEUROCOMPUTING offers a wealth of knowledge that significantly contributes to both theoretical and practical advancements. The journal is dedicated to publishing high-quality, peer-reviewed articles and is an invaluable resource for students and established scholars alike, looking to stay at the forefront of research trends.

NEUROINFORMATICS

Pioneering Insights at the Crossroads of Neuroscience and Technology
Publisher: HUMANA PRESS INCISSN: 1539-2791Frequency: 4 issues/year

NEUROINFORMATICS, published by HUMANA PRESS INC, is a distinguished journal in the vibrant field of neuroinformatics, bridging the disciplines of neuroscience and information systems. With an impressive Q1 ranking in Information Systems and strong positioning in both Neuroscience and Software categories, this journal provides a vital platform for the dissemination of research that integrates computational approaches with neurological data, aiming to advance understanding of neural systems and enhance research methodologies. As a key publication from 2003 to 2024, it features original research, review articles, and case studies that are critical for professionals, researchers, and students alike. Its robust rankings underscore its influence and relevance in the academic community, making it an essential read for those dedicated to the intersection of neuroscience and computational science. For the latest insights and developments in this fast-evolving area, NEUROINFORMATICS remains an indispensable resource.