SangBum Kim

Publication Activity (10 Years)

Years Active: 2008-2022
Publications (10 Years): 11

Top Topics

Spiking Neural Networks

Associative Learning

Atomic Force Microscopy

Recent Progress

Top Venues

IEEE J. Emerg. Sel. Topics Circuits Syst.

Publications

Uicheol Shin, Masatoshi Ishii, Atsuya Okazaki, Megumi Ito, Malte J. Rasch, Wanki Kim, Akiyo Nomura, Wonseok Choi, Dooyong Koh, Kohji Hosokawa, Matthew BrightSky, Seiji Munetoh, SangBum Kim
Pattern Training, Inference, and Regeneration Demonstration Using On-Chip Trainable Neuromorphic Chips for Spiking Restricted Boltzmann Machine. Adv. Intell. Syst. 4 (8) (2022)
Akiyo Nomura, Megumi Ito, Atsuya Okazaki, Masatoshi Ishii, SangBum Kim, Junka Okazawa, Kohji Hosokawa, Wilfried Haensch
Analysis of Effect of Weight Variation on SNN Chip with PCM-Refresh Method. Neural Process. Lett. 53 (3) (2021)
Masatoshi Ishii, Megumi Ito, Wanki Kim, SangBum Kim, Akiyo Nomura, Atsuya Okazaki, Junka Okazawa, Kohji Hosokawa, Matthew BrightSky, Wilfried Haensch
Performance Analysis of Spiking RBM with Measurement-Based Phase Change Memory Model. ICONIP (5) (2019)
Megumi Ito, Malte J. Rasch, Masatoshi Ishii, Atsuya Okazaki, SangBum Kim, Junka Okazawa, Akiyo Nomura, Kohji Hosokawa, Wilfried Haensch
Training Large-Scale Spiking Neural Networks on Multi-core Neuromorphic System Using Backpropagation. ICONIP (3) (2019)
Akiyo Nomura, Megumi Ito, Atsuya Okazaki, Masatoshi Ishii, SangBum Kim, Junka Okazawa, Kohji Hosokawa, Wilfried Haensch
NVM Weight Variation Impact on Analog Spiking Neural Network Chip. ICONIP (7) (2018)
Wanki Kim, SangBum Kim, R. Bruce, Fabio Carta, G. Fraczak, A. Ray, Chung Lam, Matthew BrightSky, Yu Zhu, T. Masuda, K. Suu, Yujun Xie, Yerin Kim, Judy J. Cha
Reliability benefits of a metallic liner in confined PCM. IRPS (2018)
Win-San Khwa, Meng-Fan Chang, Jau-Yi Wu, Ming-Hsiu Lee, Tzu-Hsiang Su, Keng-Hao Yang, Tien-Fu Chen, Tien-Yen Wang, Hsiang-Pang Li, Matthew J. BrightSky, SangBum Kim, Hsiang-Lam Lung, Chung Lam
A Resistance Drift Compensation Scheme to Reduce MLC PCM Raw BER by Over 100× for Storage Class Memory Applications. IEEE J. Solid State Circuits 52 (1) (2017)
Jesse H. Engel, Sukru Burc Eryilmaz, SangBum Kim, Matthew BrightSky, Chung Lam, Hsiang-Lan Lung, Bruno A. Olshausen, H.-S. Philip Wong
Opportunities for Analog Coding in Emerging Memory Systems. CoRR (2017)
Sukru Burc Eryilmaz, Emre Neftci, Siddharth Joshi, SangBum Kim, Matthew BrightSky, Hsiang-Lan Lung, Chung Lam, Gert Cauwenberghs, H.-S. Philip Wong
Training a Probabilistic Graphical Model with Resistive Switching Electronic Synapses. CoRR (2016)
Geoffrey W. Burr, Matthew J. BrightSky, Abu Sebastian, Huai-Yu Cheng, Jau-Yi Wu, SangBum Kim, Norma E. Sosa, Nikolaos Papandreou, Hsiang-Lan Lung, Haralampos Pozidis, Evangelos Eleftheriou, Chung Hon Lam
Recent Progress in Phase-Change Memory Technology. IEEE J. Emerg. Sel. Topics Circuits Syst. 6 (2) (2016)
Win-San Khwa, Meng-Fan Chang, Jau-Yi Wu, Ming-Hsiu Lee, Tzu-Hsiang Su, Keng-Hao Yang, Tien-Fu Chen, Tien-Yen Wang, Hsiang-Pang Li, Matthew BrightSky, SangBum Kim, Hsiang-Lam Lung, Chung Lam
7.3 A resistance-drift compensation scheme to reduce MLC PCM raw BER by over 100× for storage-class memory applications. ISSCC (2016)
Sukru Burc Eryilmaz, Duygu Kuzum, Rakesh Gnana David Jeyasingh, SangBum Kim, Matthew BrightSky, Chung Lam, H.-S. Philip Wong
Experimental Demonstration of Array-level Learning with Phase Change Synaptic Devices. CoRR (2014)
Sukru Burc Eryilmaz, Duygu Kuzum, Rakesh Gnana David Jeyasingh, SangBum Kim, Matthew BrightSky, Chung Lam, H.-S. Philip Wong
Brain-like associative learning using a nanoscale non-volatile phase change synaptic device array. CoRR (2014)
Cheng-Yuan Wen, Jeyanandh Paramesh, Larry T. Pileggi, Jing Li, SangBum Kim, Jonathan E. Proesel, Chung Lam
Post-silicon calibration of analog CMOS using phase-change memory cells. ESSCIRC (2011)
H.-S. Philip Wong, Simone Raoux, SangBum Kim, Jiale Liang, John P. Reifenberg, Bipin Rajendran, Mehdi Asheghi, Kenneth E. Goodson
Phase Change Memory. Proc. IEEE 98 (12) (2010)
SangBum Kim, Yuan Zhang, Byoungil Lee, Marissa Caldwell, H.-S. Philip Wong
Fabrication and Characterization of Emerging Nanoscale Memory. ISCAS (2009)
Doan Thanh Tran, Subaji Mohan, Eunmi Choi, SangBum Kim, Pilsung Kim
A Taxonomy and Survey on Distributed File Systems. NCM (1) (2008)
Luu Hoang Long, Eunmi Choi, SangBum Kim, Pilsung Kim
Data Structures for Storing File Namespace in Distributed File System. NCM (1) (2008)
Bipin Upadhyaya, Fahriddin Azimov, Doan Thanh Tran, Eunmi Choi, SangBum Kim, Pilsung Kim
Distributed File System: Efficiency Experiments for Data Access and Communication. NCM (2) (2008)