Hanyang University · Engineering
Tae Whan Kim 교수의 연구실은 신경형 컴퓨팅과 인공지능을 구현하기 위한 나노소재 기반의 유기·무기 복합 신소재를 중심으로 연구를 진행하고 있습니다. 특히, 페로브스카이트 나노플레이트, 트라이보전기 나노발전기, 메모리스터 등 다양한 물리적 메커니즘을 활용해 뇌 기반의 학습·기억 기능을 재현하는 데 중점을 두고 있으며, 인간의 감각 기반 인터페이스 및 에너지 수확 기술의 융합도 연구하고 있습니다.
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Abstract Simulating the human brain for neuromorphic computing has attractive prospects in the field of artificial intelligence. Optoelectronic synapses have been considered to be important cornerstones of neuromorphic computing due to their ability to process optoelectronic input signals intelligently. In this work, optoelectronic synapses based on all‐inorganic perovskite nanoplates are fabricated, and the electronic and photonic synaptic plasticity is investigated. Versatile synaptic function
The mimicking of classical conditioning, including acquisition, extinction, recovery, and generalization, can be efficiently achieved by using a single flexible memristor. In particular, the experiment of Pavlov's dog is successfully demonstrated. This demonstration paves the way for reproducing advanced neural processes and provides a frontier approach to the design of artificial-intelligence systems with dramatically reduced complexity.
Fabrication of human-like intelligent tactile sensors is an intriguing challenge for developing human-machine interfaces. As inspired by somatosensory signal generation and neuroplasticity-based signal processing, intelligent neuromorphic tactile sensors with learning and memory based on the principle of a triboelectric nanogenerator are demonstrated. The tactile sensors can actively produce signals with various amplitudes on the basis of the history of pressure stimulations because of their cap
Perovskite materials have exhibited promising potential for universal applications including backlighting, color conversion, and anticounterfeiting labels fabricated using solution processes. However, owing to the tendency of those materials to have uncontrollable morphologies and to form large crystals, they cannot be utilized in discontinuous microminiaturization, which is crucial for practical optoelectronic applications. In this research, combining the effects of adding polyvinylpyrrolidone
Zinc-blende structured MnAs epiaxial films with half metallic characteristics were grown on GaAs (100) substrates. The formation of the zinc-blende structured MnAs on GaAs was made possible via introduction of a strained yet epirelated InAs intermediate layer, the thickness of which was found critical for enabling the half metallic structure. The magnetization curves as functions of the magnetic fields showed magnetic hysteresis and isotropic ferromagnetic properties. The magnetoresistance behav
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