JOURNAL OF COMPUTATIONAL NEUROSCIENCE

Scope & Guideline

Charting New Territories in Neural Research

Introduction

Immerse yourself in the scholarly insights of JOURNAL OF COMPUTATIONAL NEUROSCIENCE with our comprehensive guidelines detailing its aims and scope. This page is your resource for understanding the journal's thematic priorities. Stay abreast of trending topics currently drawing significant attention and explore declining topics for a full picture of evolving interests. Our selection of highly cited topics and recent high-impact papers is curated within these guidelines to enhance your research impact.
LanguageEnglish
ISSN0929-5313
PublisherSPRINGER
Support Open AccessNo
CountryNetherlands
TypeJournal
Convergefrom 1994 to 2024
AbbreviationJ COMPUT NEUROSCI / J. Comput. Neurosci.
Frequency6 issues/year
Time To First Decision-
Time To Acceptance-
Acceptance Rate-
Home Page-
AddressVAN GODEWIJCKSTRAAT 30, 3311 GZ DORDRECHT, NETHERLANDS

Aims and Scopes

The Journal of Computational Neuroscience focuses on the development and application of computational models to understand various aspects of neuroscience, including neural dynamics, synaptic mechanisms, and brain network interactions. The journal aims to bridge the gap between theoretical models and experimental data, providing insights into the complex workings of the nervous system.
  1. Computational Modeling of Neural Dynamics:
    The journal emphasizes the development of computational models that simulate neural dynamics, including spiking neural networks, network oscillations, and synaptic plasticity mechanisms.
  2. Multiscale Approaches to Neuroscience:
    Research published often explores neural phenomena across multiple scales, from cellular and subcellular processes to large-scale brain network dynamics.
  3. Integration of Experimental and Computational Methods:
    There is a consistent focus on integrating computational models with experimental findings, enhancing the understanding of neural processes through a collaborative approach.
  4. Innovative Algorithms and Techniques:
    The journal highlights the use of advanced computational techniques, such as machine learning, Bayesian methods, and reinforcement learning, to analyze and predict neural behavior.
  5. Understanding Pathological States:
    Research also delves into computational models that help understand neurological disorders and their underlying mechanisms, proposing therapeutic strategies based on model predictions.
Recent publications in the Journal of Computational Neuroscience reflect a shift towards emerging themes that address contemporary challenges and opportunities in the field. The following areas have gained traction and are indicative of the journal's evolving focus.
  1. Biologically Realistic Models:
    There is a growing trend towards developing models that accurately reflect the biological complexities of neural systems, including detailed representations of synaptic mechanisms and cellular dynamics.
  2. Neural Network Dynamics:
    An increasing emphasis is placed on understanding the dynamics of neural networks, including synchronization, oscillations, and emergent properties of large-scale networks.
  3. Application of Machine Learning Techniques:
    The integration of machine learning and artificial intelligence into computational neuroscience is on the rise, with models being developed to analyze large datasets and predict neural behavior.
  4. Interdisciplinary Approaches:
    Emerging themes highlight the importance of interdisciplinary research, combining insights from computational neuroscience, psychology, and neurobiology to address complex questions about brain function.
  5. Focus on Neurological Disorders:
    There is a notable increase in studies aimed at modeling and understanding neurological disorders, leveraging computational approaches to propose new therapeutic strategies.

Declining or Waning

As the field of computational neuroscience evolves, certain themes have become less prominent in recent publications. The following areas have shown a decline in focus, indicating a potential shift in research priorities within the journal.
  1. Simplistic Neuron Models:
    Earlier publications often relied on basic models of neurons, such as integrate-and-fire models. Recent trends have moved towards more biophysically realistic models that capture complex neuronal behavior.
  2. Focus on Single Neuron Studies:
    There has been a noticeable decline in the number of studies concentrating solely on single neuron behavior, with more emphasis now placed on network dynamics and interactions.
  3. Generic Computational Approaches:
    The journal is moving away from generic computational approaches that do not incorporate biological realism, favoring models that are more closely aligned with experimental data.
  4. Static Neural Network Models:
    There has been a reduction in static models of neural networks, with a shift towards dynamic models that account for temporal changes and plasticity.

Similar Journals

Annual Review of Neuroscience

Elevating Understanding Through Authoritative Reviews
Publisher: ANNUAL REVIEWSISSN: 0147-006XFrequency: 1 issue/year

The Annual Review of Neuroscience, published by Annual Reviews, is a premier journal that has been at the forefront of neuroscience research since its inception in 1978. With an ISSN of 0147-006X and E-ISSN 1545-4126, this leading academic journal boasts a remarkable impact factor, placing it in the prestigious Q1 category in Neuroscience (miscellaneous), with an impressive Scopus ranking of 4 out of 113 and a stellar 96th percentile in general neuroscience. Focused on publishing comprehensive and authoritative review articles, the Annual Review of Neuroscience aims to synthesize and critically evaluate the latest advances in the field, making it an indispensable resource for researchers, professionals, and students alike. While it does not offer open access, the insights and discoveries highlighted in its issues are crucial for those dedicated to understanding the complexities of the nervous system and driving forward innovative research. With a commitment to excellence and a forward-looking perspective, this journal continues to shape and influence the future of neuroscience.

Frontiers in Behavioral Neuroscience

Innovating the Study of Mind and Neural Processes.
Publisher: FRONTIERS MEDIA SAISSN: 1662-5153Frequency: 1 issue/year

Frontiers in Behavioral Neuroscience is a distinguished journal published by FRONTIERS MEDIA SA, specializing in the intricate relationship between behavior and the underlying neural processes. Established in 2007, this Open Access journal, based in Switzerland, aims to disseminate high-quality, peer-reviewed research that spans both Behavioral and Cognitive Neuroscience, as well as Neuropsychology and Physiological Psychology. With an impressive ranking in the top quartiles of these categories—Q2 in Behavioral and Cognitive Neuroscience and Q1 in Neuropsychology—this journal plays a pivotal role in advancing the understanding of complex behavioral phenomena through a neuroscientific lens. The journal's commitment to open accessibility ensures that groundbreaking findings are available to a wide audience, facilitating collaboration and innovation within the scientific community. As the field continues to evolve, Frontiers in Behavioral Neuroscience remains at the forefront, supporting researchers, professionals, and students alike in their pursuit of knowledge and understanding in this dynamic discipline.

NATURE NEUROSCIENCE

Exploring Innovative Insights in Neuroscience
Publisher: NATURE PORTFOLIOISSN: 1097-6256Frequency: 12 issues/year

NATURE NEUROSCIENCE is a premier journal published by NATURE PORTFOLIO, focusing on cutting-edge research in the field of neuroscience. With an esteemed impact factor that reflects its significance in the academic community, this journal occupies an exceptional place in the 2023 Q1 category for neuroscience (miscellaneous) and boasts a leading Scopus rank of #1 out of 113 in general neuroscience, placing it within the top 1st percentile. Since its inception in 1998, NATURE NEUROSCIENCE has consistently delivered high-quality, peer-reviewed articles that contribute to our understanding of the nervous system, driving innovation and scholarship across disciplines. Although it does not offer open access, the journal remains a vital resource for researchers, professionals, and students seeking to stay at the forefront of neuroscientific discovery and discussion. Its editorial commitment to excellence ensures that it continually shapes the trajectory of neuroscience research well into 2024 and beyond, making it an indispensable asset for anyone passionate about the brain and its complexities.

RESTORATIVE NEUROLOGY AND NEUROSCIENCE

Unraveling Neural Mysteries: Your Gateway to Restorative Advances
Publisher: IOS PRESSISSN: 0922-6028Frequency: 6 issues/year

RESTORATIVE NEUROLOGY AND NEUROSCIENCE, published by IOS PRESS, is a premier journal dedicated to advancing the fields of neurology and neuroscience. Since its inception in 1989, this journal has played a crucial role in disseminating cutting-edge research findings and innovative therapeutic approaches that aim to restore neurological function and improve patient outcomes. With a focus on developmental neuroscience and clinical neurology, the journal holds a 2023 Scopus ranking of #129 out of 400 in clinical neurology, and #15 out of 37 in developmental neuroscience, reflecting its significant influence in these domains. Although it operates on a non-open access model, RESTORATIVE NEUROLOGY AND NEUROSCIENCE offers valuable insights for researchers, healthcare professionals, and students seeking to deepen their understanding of neural restoration mechanisms and therapeutic strategies. Located in Amsterdam, Netherlands, the journal continues to foster scholarly dialogue and innovation, contributing to the global advancement of neuroscience and neurology.

Foundations of Data Science

Empowering Innovation through Mathematical Insights
Publisher: AMER INST MATHEMATICAL SCIENCES-AIMSISSN: Frequency: 4 issues/year

Foundations of Data Science, published by the American Institute of Mathematical Sciences (AIMS), is a pioneering journal dedicated to advancing knowledge within the ever-evolving fields of data science, mathematics, and computational theory. With an impact factor reflecting its quality and relevance, this journal has established itself as a crucial resource for researchers and professionals alike, achieving remarkable rankings in the Scopus metrics across various mathematical categories, including 35th in Analysis and 70th in Statistics and Probability. The journal, which has been continuously growing in significance since its inception in 2019, focuses on both foundational theories and applied methodologies, providing open access to cutting-edge research from 2024 onward. Its commitment to fostering interdisciplinary collaboration ensures that it remains at the forefront of the data science realm, making it an essential platform for students, scholars, and practitioners aiming to deepen their understanding and contribute to the scientific community.

Neural Network World

Unveiling the Future of Neural Networks and Their Applications
Publisher: ACAD SCIENCES CZECH REPUBLIC, INST COMPUTER SCIENCEISSN: 1210-0552Frequency: 6 issues/year

Neural Network World, published by the Academy of Sciences of the Czech Republic, Institute of Computer Science, is a preeminent journal dedicated to the fields of artificial intelligence, hardware and architecture, software engineering, and neuroscience. Since its inception in 1994, this journal has provided a platform for the dissemination of pioneering research and technical advancements in neural networks and their applications. Operating from the heart of Prague, this publication holds a Q4 quartile ranking across key categories, highlighting the growing interest and relevance in its multidisciplinary focus. Although it does not currently offer open access, its commitment to scholarly rigor ensures that readers engage with high-quality content, making it a valuable resource for researchers, professionals, and students alike. As the field evolves, Neural Network World serves as an essential forum for innovative ideas and critical discussions, reinforcing its significance in driving forward the future of technology and neuroscience.

CEREBRAL CORTEX

Illuminating the pathways of cortical dynamics.
Publisher: OXFORD UNIV PRESS INCISSN: 1047-3211Frequency: 12 issues/year

CEREBRAL CORTEX, published by Oxford University Press Inc, is a premier journal dedicated to advancing the field of neuroscience, specifically focusing on the cellular, molecular, and cognitive aspects of cortical structure and function. With an impressive impact factor that situates it in the top quartile (Q1) of its categories for 2023, this journal holds significant relevance for researchers and professionals interested in the latest discoveries and methodologies in both Cognitive Neuroscience (ranked #31 out of 115) and Cellular and Molecular Neuroscience (ranked #48 out of 97). Operating without an open access model, it ensures rigorous peer review and dissemination of high-quality research from across the globe. Since its inception in 1991, CEREBRAL CORTEX has established itself as a critical platform for educators and inventors, pushing the boundaries of knowledge in understanding brain function and its implications for behavior. Researchers and students alike will find this journal an invaluable resource for both foundational and cutting-edge studies in neuroscience.

THEORETICAL AND COMPUTATIONAL FLUID DYNAMICS

Elevating Research Standards in Fluid Mechanics.
Publisher: SPRINGERISSN: 0935-4964Frequency: 6 issues/year

THEORETICAL AND COMPUTATIONAL FLUID DYNAMICS, published by SPRINGER, stands at the forefront of scientific discourse in the fields of fluid mechanics and computational methods. With an impressive impact factor reflecting its significance and reach, this journal has consistently maintained a Q1 ranking across multiple categories, including Computational Mechanics and Condensed Matter Physics as of 2023. Covering a rich scope of theoretical research and computational analysis, it aims to advance the understanding of fluid flow and transfer processes, making it an essential resource for researchers, professionals, and students alike. The journal, with its historical archive extending from 1989 to 2024, not only contributes to foundational theories but also integrates applied research and emerging computational techniques, thus facilitating innovation within the discipline. As a result, THEORETICAL AND COMPUTATIONAL FLUID DYNAMICS serves as a crucial platform for disseminating impactful findings that shape future advancements in fluid dynamics research.

Molecular Brain

Exploring the Intricacies of Cellular and Molecular Neuroscience
Publisher: BMCISSN: Frequency: 1 issue/year

Molecular Brain is a prestigious open-access journal published by BMC, dedicated to advancing the field of neuroscience with a particular focus on cellular and molecular mechanisms. Since its inception in 2008, the journal has been committed to disseminating high-quality research that explores the intricate workings of the brain, particularly in areas related to cellular and molecular neuroscience. Located in the heart of London, England, Molecular Brain has garnered significant recognition in the academic community, boasting a 2023 categorization in the Q2 quartile for both Cellular and Molecular Neuroscience and Molecular Biology, reflecting its growing influence and relevance in these fields. With its Scopus ranks placing it in the top 32% and 38% of its respective categories, the journal serves as an essential platform for researchers, professionals, and students alike, encouraging collaboration and knowledge-sharing through its accessible online format.

NEUROSCIENCE RESEARCH

Illuminating New Paths in Neuroscience Research
Publisher: ELSEVIER IRELAND LTDISSN: 0168-0102Frequency: 12 issues/year

NEUROSCIENCE RESEARCH, published by Elsevier Ireland Ltd, is a leading journal in the field of neuroscience, with a notable reputation for disseminating high-quality research that spans a variety of topics within the discipline. With an ISSN of 0168-0102 and an E-ISSN of 1872-8111, this journal serves as a vital platform for both established researchers and emerging voices in the field. Ranking in the Q2 quartile in both Medicine and Neuroscience categories, it has been recognized as a reliable source of innovative findings since its inception in 1984, with continuous publication through 2024. Although it does not currently offer Open Access options, the journal is indexed in Scopus, holding a significant position at Rank #48/113 in General Neuroscience, reflecting its contribution to advancing the understanding of neural mechanisms across various contexts. With its address anchored in Ireland, NEUROSCIENCE RESEARCH plays an essential role in bridging scientific inquiry and practical applications, making it an indispensable resource for researchers, professionals, and students dedicated to the burgeoning field of neuroscience.