Temporal data classification and forecasting using a memristor-based reservoir computing system J Moon, W Ma, JH Shin, F Cai, C Du, SH Lee, WD Lu
Nature Electronics 2 (10), 480-487, 2019
486 2019 Experimental Demonstration of Feature Extraction and Dimensionality Reduction using Memristor Networks S Choi*, JH Shin*, J Lee, P Sheridan, WD Lu
Nano Letters, 2017
201 2017 K -means Data Clustering with Memristor NetworksYJ Jeong, J Lee, J Moon, JH Shin, WD Lu
Nano letters 18 (7), 4447-4453, 2018
118 2018 Metal induced inhomogeneous Schottky barrier height in AlGaN/GaN Schottky diode JH Shin, J Park, SY Jang, T Jang, K Sang Kim
Applied Physics Letters 102 (24), 2013
73 2013 Dual character of magnetism in SJ Moon, JH Shin, D Parker, WS Choi, II Mazin, YS Lee, JY Kim, NH Sung, ...
Physical Review B—Condensed Matter and Materials Physics 81 (20), 205114, 2010
58 2010 Field-programmable crossbar array (FPCA) for reconfigurable computing MA Zidan, YJ Jeong, JH Shin, C Du, Z Zhang, WD Lu
IEEE Transactions on Multi-Scale Computing Systems 4 (4), 698-710, 2017
49 2017 Hardware acceleration of simulated annealing of spin glass by RRAM crossbar array JH Shin, YJ Jeong, MA Zidan, Q Wang, WD Lu
2018 IEEE International Electron Devices Meeting (IEDM), 3.3. 1-3.3. 4, 2018
40 2018 Self-Limited and Forming-Free CBRAM Device With Double Al2 O3 ALD Layers JH Shin, Q Wang, WD Lu
IEEE Electron Device Letters 39 (10), 1512-1515, 2018
28 2018 Temperature-dependent hall measurement of AlGaN/GaN heterostructures on Si substrates IH Lee, YH Kim, YJ Chang, JH Shin, T Jang, SY Jang
Journal of the Korean Physical Society 66, 61-64, 2015
24 2015 Gate metal induced reduction of surface donor states of AlGaN/GaN heterostructure on Si-substrate investigated by electroreflectance spectroscopy J Hoon Shin, Y Je Jo, KC Kim, T Jang, K Sang Kim
Applied Physics Letters 100 (11), 2012
22 2012 Griffin: Rethinking sparse optimization for deep learning architectures JH Shin, A Shafiee, A Pedram, H Abdel-Aziz, L Li, J Hassoun
2022 IEEE International Symposium on High-Performance Computer Architecture …, 2022
17 2022 Rethinking floating point overheads for mixed precision DNN accelerators H Abdelaziz, JH Shin, A Pedram, J Hassoun
Proceedings of Machine Learning and Systems 3, 223-239, 2021
14 2021 Investigation of buffer traps in AlGaN/GaN heterostructure field-effect transistors using a simple test structure SY Jang, JH Shin, EJ Hwang, HS Choi, H Jeong, SH Song, HI Kwon
JSTS: Journal of Semiconductor Technology and Science 14 (4), 478-483, 2014
8 2014 Investigating gate metal induced reduction of surface donor density in GaN/AlGaN/GaN heterostructure by electroreflectance spectroscopy JH Shin, KC Kim, KS Kim
Current Applied Physics 15 (11), 1478-1481, 2015
3 2015 High-resolution X-ray photoemission study of photo-grown Ga2 O3 in GaN/AlGaN/GaN heterostructures on Si substrates BS Joo, M Han, YJ Chang, JH Shin, SY Jang, T Jang
Journal of the Korean Physical Society 63, 2314-2318, 2013
3 2013 Gate metal dependent reverse leakage mechanisms in AlGaN/GaN Schottky diode JH Shin, J Park, SY Jang, TH Jang, KS Kim
Japanese Journal of Applied Physics 52 (7R), 070203, 2013
3 2013 Depthwise-convolution implementation on a neural processing core JH Shin, AS Ardestani, JH Hassoun
US Patent App. 17/401,298, 2022
2 2022 Runtime reconfigurable compression format conversion JH Shin, A Pedram, J Hassoun
US Patent App. 18/096,551, 2024
2024 Runtime reconfigurable compression format conversion with bit-plane granularity JH Shin, A Pedram, J Hassoun
US Patent App. 18/096,557, 2024
2024 Weight-sparse npu with fine-grained structured sparsity JH Shin, A Pedram, J Hassoun
US Patent App. 17/980,544, 2024
2024 