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SUSTech Intelligent Agents Lab (PI: Dr. Zhongrui Wang) at SUSTech SME works on AI agents and in-memory computing architecture for agenets.

PhD, Postdoc, and RA openings are available. Candidates with interest on machine learning accelerator, neuromorphic hardware, and AI for science are welcome to email your CV to wangzr@sustech.edu.cn.

Work Highlights

Echo state graph neural networks with analogue random resistor arrays

Nature Machine Intelligence 5, 104 (2023)

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An organic electrochemical transistor for multi-modal sensing, memory and processing

Nature Electronics 6, 281 (2023)

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Structural plasticity based hydrogel optical neural network

InfoMat 5, e12399 (2023)

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Wearable In-sensor reservoir computing using optoelectronic polymers with through-space charge-transport characteristics for multi-task learning

Nature Communications 14, 468 (2023)

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Resistive switching for computing

Nature Review Materials 5, 173 (2020)

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Ag threshold switching and synapses

Nature Materials 16, 101 (2017)

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Memristive self-organizing maps

Nature Electronics 1, 137 (2018)

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Memristive deep-Q reinforcement learning

Nature Electronics 2, 115 (2019)

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Memristive Conv2D and ConvLSTM nets

Nature Machine Intelligence 1, 434 (2019)

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Capacitive neural networks

Nature Communications 9, 3208 (2018)

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