Connectionists: SI: Advances and Challenges to Bridge Computational Intelligence and Neuroscience for Brain-computer Interface (Last date: 14th Oct 2022)

[Avinash K Singh]

Dear All,

Brain-computer interfaces (BCIs) are a highly interdisciplinary research
field consisting of researchers from neuroscience, mathematics, computer
science, engineering, etc. They contribute to BCIs by developing and
proposing new methods, techniques, BCI paradigms, brain signals recording
methods, devices, and generating lots of information and data. Although
most of the information is regularly available from peer-reviewed platforms
and shared over open access data and method repository, it faces an
incredible challenge in interpreting, reusing, comparing, and benchmarking.
This challenge is growing significantly between computational intelligence
and neuroscience research due to the current flow of readily available
tools and devices.

In this context, we welcome studies that help find a unique approach to
solve the problem of unifying computational intelligence and the
neuroscience community for BCI development. Therefore, we are looking for
research studies on different techniques in machine learning, novel
framework in BCI, unified format for terminologies and representation,
automated tool to convert large open-source datasets, case studies of a
converted dataset. We welcome original research, review, methods, and
perspective articles that cover, but are not limited to, the following
topics:

   - Novel frameworks for BCI data resharing
   - Unified functional models of BCI
   - Automated machine learning tools and pipelines to populate metadata in
   BCI
   - Methods, techniques, and tools to convert large open BCI dataset into
   a unified format
   - Benchmarking approaches for BCI

Topic Editor(s):

   -   Avinash Kumar Singh, University of Technology Sydney, Sydney,
   Australia
   -   Luigi Bianchi, University of Rome Tor Vergata, Roma, Italy
   -   Davide Valeriani, Neurable Inc., Boston, United States
   -   Masaki Nakanishi, Institute for Neural Computation, University of
   California, San Diego, San Diego, United States

*Last date of submission: 14th Oct 2022*

This topic is cross listed in *three journals* and you can submit to any of
them:

   - Neurotechnology and Systems Neuroergonomics - *Frontiers in
   Neuroergonomics*
   - Human-Media Interaction - *Frontiers in Psychology*
   - Human-Media Interaction - *Frontiers in Computer Science*

Research Topic Title: *Advances and Challenges to Bridge Computational
Intelligence and Neuroscience for Brain-computer Interface*

Here are quick links to:

   - Submission Link: https://www.frontiersin.org/research-topics/27045
   - Author guidelines: https://www.frontiersin.org/about/author-guidelines
   - List of article types and publishing fees:
   https://www.frontiersin.org/about/publishing-fees


  Kind Regards,

  Dr Avinash K Singh
  Topic Editor,
  Neurotechnology and Systems Neuroergonomics Section,
  Frontiers in Neuroergonomics
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