Research
Complexity & Dynamics for Photonic Intelligence
RESEARCH GOALS (2020.09 - )
We pursue the interactive design between AI hardware and AI software in terms of “wave mechanics”
: primarily “photonics”, and extended to “quantum mechanics”, “electronics”, and “acoustics”.
Intelligent wave platforms for AI hardware: brain-mimicking media and neuromorphic responses.
Intelligent wave devices using AI software: logics, imaging/sensing, and wave steering, transport, or localization.
RESEARCH TOPICS
Multidisciplinary Approaches based on
quantum analogy, network theory, biomimetics, and machine learning
quantum analogy, network theory, biomimetics, and machine learning
AI Wave Mechanics: Design of scale-free materials / ML architectures for engineered disorder / ML design of topology
Neuromorphic Photonics: Design of photonic neurons & synapses / Photonic memory using quenching mechanisms
Disordered Wave Systems: Engineered disorder between order and uncorrelated disorder / Hyperuniform devices
Open & Non-Euclidean Systems: Disorder in hyperbolic lattices / Quantum circuits with enhanced DOFs & topology