Dear colleagues,
I would be happy to announce that the first Artificial Intelligence for
Brain Encoding and Decoding (AIBED) workshop will be held in conjunction
with AAAI on February 26, 2024 at New Orleans, U.S. We welcome paper
submissions and participations for this workshop. Here is the information.
This workshop aims to explore the intersection of AI and neuroscience,
focusing on how AI, particularly deep artificial neural networks, can
facilitate the encoding and decoding of brain activities. We will first
delve into the principles of brain encoding and decoding, examining how the
brain processes and encodes information into neural signals, and how these
signals can be decoded to understand cognition. Next, we will discuss the
challenges in encoding and decoding high-dimensional neural imaging data,
including but not limited to the complexity of brain signal
representations, scarcity of data annotations, and the need for model
generalizability. Finally, we will consider the implications of these
AI-driven advances in brain encoding and decoding for neuroscience,
including understanding cognitive functions, diagnosing neurological
disorders, and developing brain-computer interfaces
Topics
1. Understanding Brain Encoding and Decoding:
- Analyzing the processes of brain information processing and neural
signal encoding
- Utilizing AI to model complex neural processes and facilitate
cognition understanding
- Decoding from brain activities to reconstruct perceived or imagined
linguistic, visual and audio information with AI
2. Addressing Challenges in Processing Neural Imaging Data:
- Proposing AI solutions to process neural images, such as denoising,
registering and slicing etc.
- Leveraging AI’s proficiency in managing high-dimensional data to
innovate solutions of representing brain signals
3. Implications in Neuroscience:
- Considering the impact of AI developments on cognitive neuroscience
- Aiding in diagnosing neurological disorders with AI
Format and Attendance
This will be a 1-day workshop with keynotes, poster presentations, and
panel discussions.
We will invite keynote speakers and all the authors who get papers
accepted. Other AAAI attendees who are interested can also attend following
AAAI’s related policy.
Submission Requirements
We accept one-page abstract with posters, as well as short papers with no
more than 4 pages and long papers with no more than 7 pages.
*Submission Site Information*:
https://openreview.net/group?id=AAAI.org/2024/Workshop/AIBED
Offiical website of workshop: https://sites.google.com/view/aibed2024/
For more questions about this workshop please contact [email protected]
<[email protected]> .
Workshop Chairs:
Prof. Dr. Marie-Francine Moens, [email protected]
Prof. Dr. Shaonan Wang, [email protected] Dr. Jingyuan Sun,
[email protected] Workshop Committee:
Mingxiao Li, [email protected]
Zijiao Chen, [email protected]
Jiaxin Qing, [email protected]
Xinpei Zhao, [email protected]
Tiedong Liu, [email protected]
Prof. Dr. Wei Huang, [email protected]
Kind regards
Dr. Jingyuan Sun
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