Special Session on HDC and VSAs for NNs and AI @ WCCI 2024
antonello.rosato
Dear Members of the VSACommunity,
given the steadily rising interest in this field, and the successes of the events coordinated by members of by this community, I am organizing the Special Session on "Advancements in Hyperdimensional Computing and Vector Symbolic Architectures for Neural Networks and Artificial Intelligence" at the IEEE World Congress on Computational Intelligence (WCCI 2024), which will be held from the June 30 to July 5, 2024 in Yokohama, Japan.
The Special Session, which is hosted in the International Joint Conference on Neural Networks (IJCNN 2024) of WCCI 2024, is intended to bring forth advances in artificial intelligence via HDC/VSA. Submitted papers should propose novel algorithms or systems based on neural networks employing HDC/VSA with the goal of showing new solutions to supervised learning problems and applications, or providing original insights on AI methods.
The topics of interest to be covered by this Special Session include, but are not limited to:
· Incorporation of HD vectors in neural networks (input/output)
· Application of HDC/VSA primitives in neural network design
· Explanatory power of HDC/VSA in understanding neural networks
· Real-world applications of HDC/VSA in AI
· Hardware implementation of HDC-based architectures and systems
· Applications of HDC in AI and ML real-world domains such as Pattern Recognition, Time Series Prediction, Computer Vision, Language Processing, etc.
The deadline for full paper submission is January 15, 2024; please diffuse this call to whom it may concern across your network, attached you will find the CFPs of this Special Session.
Feel free to reply to this message or send me an email if you have any questions.
All the best,
Antonello Rosato
_____________________________________
Research Fellow, Ph.D.
DIET Dept., Sapienza Università di Roma
Tel.: +39 06-44585745
Via Eudossiana 18, 00184 Rome, Italy
E-mail: antonell...@uniroma1.it
Web: https://antonellorosato.site.uniroma1.it/