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This page presents tutorials delivered at international conferences, providing in-depth overviews of emerging research topics and methodological advances in machine learning, signal processing, and intelligent systems.
Hypercomplex Neural Networks for Multidimensional Data
This tutorial provides a unifying framework for hypercomplex neural networks, explaining how inductive biases enable more effective learning from multidimensional data across a wide range of AI applications.
Intelligent Acoustic Interfaces for High-Definition 3D Audio
This tutorial explores the principles of intelligent acoustic interfaces for immersive 3D audio, highlighting the role of quaternion signal processing in next-generation spatial audio technologies.
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