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<font face="Calibri">Dear Collegues, </font><br>
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<p>at the WCCI 2024 in Yokohama we are organizing a special
session on <br>
Machine Learning and Signal Processing for Brain or Behavioral
Analysis. <br>
<a
href="https://about.bci-lab.info/events/ieee-wcciijcnn-2024-special-session"
moz-do-not-send="true">BCI Lab - IEEE WCCI/IJCNN 2024
Special Session (bci-lab.info)</a> </p>
Scope:
<p>In this session, we will explore the intersection of machine
learning and signal processing in the context of brain and
behavioral signal analysis. The topics we will cover include
the latest advances in machine learning algorithms and signal
processing techniques and their applications in neuroscience
and psychology. In recent years, there have been significant
developments in EEG, MEG, fMRI, fNIRS, and other methods of
measuring brain signals, which can significantly benefit
clinical psychology, including the therapeutic application of
neurofeedback. </p>
<p>The session will begin with an overview of the current state
of brain signal analysis. It will include methods of brain
signal representation, embeddings, decomposition, feature
extraction, classification, simulations, analysis of
neurodynamics, recurrence analysis, network analysis,
visualization, microstates, brain fingerprints, spectral
methods, and their applications to diagnose various brain
disorders. We will also discuss challenges and opportunities
in this field in a panel at the end of the session.
Additionally, the session will cover the latest advances in
machine learning and signal processing to analyze behavioral
data.<br>
<br>
Submission Deadline: January 29, 2024<br>
<br>
Submission Site: Please use the IEEE WCCI 2024 double-blind
submission procedure when submitting your paper for our
special session. Conference formatting templates and
submission guidelines can be found at <a
class="moz-txt-link-freetext"
href="https://2024.ieeewcci.org/submission"
moz-do-not-send="true">https://2024.ieeewcci.org/submission</a>.
<br>
<br>
Tick the radio button on the left to select our session title
as a track - Special Session: Machine Learning and Signal
Processing for Brain or Behavioral Analysis - when submitting
your IJCNN 2024 Special Session Papers at <a
class="moz-txt-link-freetext"
href="https://edas.info/N31614" moz-do-not-send="true">https://edas.info/N31614</a>.<br>
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<div class="moz-signature">Special Session Organizers/Chairs: <br>
<p>Włodzisław Duch (Nicolaus Copernicus University, Poland,
Google: <a
href="https://www.google.com/search?q=Wlodzislaw+Duch"
moz-do-not-send="true">Wlodzislaw Duch</a>)<br>
Tomasz M Rutkowski (RIKEN AIP, Japan; The University of
Tokyo, Tokyo, Japan; Nicolaus Copernicus University, Poland)
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