Professor
Jin-Hoon Kim
- Neuromorphic engineering
- on-device computing
- nanomaterial-based artificial neuron and synapses
- next generation semiconductor devices
- soft electronics
- stretchable electronic materials
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Education
Ph.D. at Yonsei University (2020)
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Location
W13, 502-4
- Phone
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Laboratory
Hardware artificial intelligence lab (HAL)
Biosketch
- Jin-Hoon Kim is an assistant professor at KAIST BCS. His research interests are the development of nanomaterials-based artificial neurons and synapses, and neuromorphic systems inspired by neuronal connections in the brain.
- He received a Ph.D. degree from the Department of Materials Science and Engineering at Yonsei University (advisor: Dr. Jin-Woo Park), and he mainly focused on the development of soft/stretchable transparent conductors and their application to stretchable organic light-emitting diodes and wearable sensors for body motion and electrophysiology monitoring.
- After his Ph.D., he moved to the Media Lab at the Massachusetts Institute of Technology (MIT) and developed wireless control systems for wearable sensor platforms and nanomaterials-based neuromorphic networks and synapses with Dr. Canan Dagdeviren.
- In his Hardware Artificial Intelligence Lab (HAL), he aims to develop artificial neurons and synapses by synthesizing functional nanomaterials (nanowire, nanoparticle, and nanosheet). Based on them, he will develop fabrication processes to emulate neuronal connections in the brain.
- Such neuromorphic devices can contribute to low-power AI hardware, ultra-low power on-device computing on wearable and implantable devices, and processing complex spatiotemporal signals such as brain signals.
Key Papers
- Jin-Hoon Kim1, Colin Marcus1, Rick Ono, David Sadat, Ali Mirzazadeh, Meagan Jens, Sara Fernandez, Siqi Zheng, Tolga Durak, and Canan Dagdeviren*, A conformable sensory face mask for decoding biological and environmental signals, (1equal contribution), Nature Electronics, 5, 794, 2022.
- Jin-Hoon Kim and Jin-Woo Park*, Intrinsically Stretchable Organic Light-Emitting Diodes, Science Advances, 7, eabd9715, 2021
- IF: 14.98 (2021)
- Jin-Hoon Kim, Seung-Rok Kim, Hye-Jun Kil, Yu-Chan Kim, and Jin-Woo Park*, Highly Conformable, Transparent Electrodes for Epidermal Electronics, Nano Letters, 18, 4531, 2018.
- Jin-Hoon Kim, and Jin-Woo Park*, Novel Patterning Method for Nanomaterials and Its Application to Flexible Organic Light-Emitting Diodes, ACS Applied Materials & Interfaces, 10, 9704, 2018.
- Hyeokjun Yoon1, Jin-Hoon Kim1, David Sadat, Arjun Barrett, Seung Hwan Ko, and Canan Dagdeviren, Decoding tissue biomechanics using conformable electronic devices, (1equal contribution), Nature Reviews Materials, 10, 4, 2025.
- Sara V. Fernandez1, Jin-Hoon Kim1, David Sadat, Colin Marcus, Emma Suh, Rachel Mclntosh, Aastha Shah, and Canan Dagdeviren, A dynamic ultrasound phantom with tissue-mimicking mechanical and acoustic properties, (1equal contribution), Advanced Science, 2400271, 2024.
Courses
- Neuromorphic Engineering