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, 2022) and extended this to the triple equivalence between neural dynamics, Bayesian inference, and algorithmic computation (Commun Phys, 2025). -We validated it within in vitro neural networks (Nature
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various processes in modern machine learning, including learning, inference, and generation. In particular, we are working to establish novel theories and algorithms that enhance the efficiency
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intelligence, deep learning, media data processing including images and videos, etc., including their applied fields) B) Optimization and related fields (optimization algorithms, mathematical optimization
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quantum information, develop techniques for quantum control and measurement, build quantum computing hardware and software, and explore novel applications. Our main interest is to propose quantum algorithms
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algorithms, system design, discrete mathematics and optimization, machine learning, natural language processing, generative AI, and AI engineering. Candidates must have some proven research record and/or
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Protocol, Internet of Things (IoT), Artificial Intelligence (AI), Cloud / Cloud Computing, Information Security / Cybersecurity, Mobile Communication, Distributed Systems, Digital Twin / Virtualization, Edge
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, AI & XR Applications, Intelligent Mechanical Systems, Electrical Circuits II, Data Structures and Algorithms, Speech Engineering, Multimodal Interaction Theory, System Design Engineering Experiment II
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. [Work content and job description] Research Area: Mathematical and/or computer science related to theoretical computer science, algorithm theory, data structures, combinatorics, machine learning
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of concepts from quantum information to quantum materials; algorithmic aspects of quantum computing; topological aspects of magnetism; connections between condensed matter and high-energy physics
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framework for developing advanced IT professionals. AI is inherently data-driven, shaped by large-scale, high-quality data and algorithms that efficiently learn from it. Data engineering and statistical