Research output per year
Research output per year
Personal profile
In Korean
김용태 교수(IT대학 컴퓨터학부)
Education
(2013) Ph.D., Texas A&M University, College Station, TX, USA
(2009) M.S., Korea University, Seoul, Korea
(2007) B.S., Korea University, Seoul, Korea
(2009) M.S., Korea University, Seoul, Korea
(2007) B.S., Korea University, Seoul, Korea
Professional Experience
(2023~present) Associate Professor, Kyungpook National University, Daegu, Korea
(2018~2023) Assistant Professor, Kyungpook National University, Daegu, Korea
(2013~2018) Software Engineer, Intel Corporation, Santa Clara, CA, USA
(2018~2023) Assistant Professor, Kyungpook National University, Daegu, Korea
(2013~2018) Software Engineer, Intel Corporation, Santa Clara, CA, USA
Research Interests
Error-resilient neuromorphic computing architectures (Spiking Neural Networks)
Energy-efficient approximate & stochastic computing architectures
New memory devices and memory architectures & systems for emerging applications (Processing-in-Memory, ReRAM, STT-MRAM)
Computation-efficient hardware accelerator architectures for artificial intelligence (AI) and machine learning
Energy-efficient quantum computer accelerator architectures and quantum arithmetic circuits
Energy-efficient approximate & stochastic computing architectures
New memory devices and memory architectures & systems for emerging applications (Processing-in-Memory, ReRAM, STT-MRAM)
Computation-efficient hardware accelerator architectures for artificial intelligence (AI) and machine learning
Energy-efficient quantum computer accelerator architectures and quantum arithmetic circuits
url
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Fingerprint
Dive into the research topics where Yongtae Kim is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
- 1 Similar Profiles
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
-
A comprehensive exploration of approximate DNN models with a novel floating-point simulation framework
Kwak, M., Kim, J. & Kim, Y., Aug 2024, In: Performance Evaluation. 165, 102423.Research output: Contribution to journal › Article › peer-review
-
Design of an Efficient Parallel Random Number Generator Using a Single LFSR for Stochastic Computing
Lee, D., Seo, H. & Kim, Y., 2024, 6th International Conference on Artificial Intelligence in Information and Communication, ICAIIC 2024. Institute of Electrical and Electronics Engineers Inc., p. 775-777 3 p. (6th International Conference on Artificial Intelligence in Information and Communication, ICAIIC 2024).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
-
Online Electric Vehicle Charging Strategy in Residential Areas with Limited Power Supply
Yoon, D. H., Seo, H., Lee, J. & Kim, Y., 1 May 2024, In: IEEE Transactions on Smart Grid. 15, 3, p. 3141-3151 11 p.Research output: Contribution to journal › Article › peer-review
-
ReQUSA: a novel ReRAM-based hardware accelerator architecture for high-speed quantum computer simulation
Lee, S., Hour, L., Kim, Y. & Han, Y., 1 Mar 2024, In: Physica Scripta. 99, 3, 035033.Research output: Contribution to journal › Article › peer-review
Open Access -
A Low Latency Approximate Adder Design Based on Dual Sub-Adders with Error Recovery
Seo, H. & Kim, Y., 1 Jul 2023, In: IEEE Transactions on Emerging Topics in Computing. 11, 3, p. 811-816 6 p.Research output: Contribution to journal › Article › peer-review
6 Scopus citations