Hyunjin Kim

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 10

Top Topics

Convolutional Neural Networks

Processing Units

Hamming Distance

Top Venues

J. Supercomput.

PeerJ Comput. Sci.

Publications

Hyunjin Kim, Jungwoo Shin, Wansoo Kim, Alberto A. Del Barrio
1-D Spatial Attention in Binarized Convolutional Neural Networks. ICASSP (2024)
Hyunjin Kim, Jungwoo Shin, Alberto A. Del Barrio
CTMQ: Cyclic Training of Convolutional Neural Networks with Multiple Quantization Steps. CoRR (2022)
Hyunjin Kim, Mohammed Alnemari, Nader Bagherzadeh
A storage-efficient ensemble classification using filter sharing on binarized convolutional neural networks. PeerJ Comput. Sci. 8 (2022)
Hyunjin Kim
AresB-Net: accurate residual binarized neural networks using shortcut concatenation and shuffled grouped convolution. PeerJ Comput. Sci. 7 (2021)
Raul Murillo, Alberto A. Del Barrio, Guillermo Botella, Min Soo Kim, Hyunjin Kim, Nader Bagherzadeh
PLAM: a Posit Logarithm-Approximate Multiplier for Power Efficient Posit-based DNNs. CoRR (2021)
Min Soo Kim, Alberto A. Del Barrio, Hyunjin Kim, Nader Bagherzadeh
Effects of Approximate Multiplication on Convolutional Neural Networks. CoRR (2020)
ThienLuan Ho, Seungrohk Oh, Hyunjin Kim
New algorithms for fixed-length approximate string matching and approximate circular string matching under the Hamming distance. J. Supercomput. 74 (5) (2018)
ThienLuan Ho, Seungrohk Oh, Hyunjin Kim
Correction to: New algorithms for fixed-length approximate string matching and approximate circular string matching under the Hamming distance. J. Supercomput. 74 (5) (2018)
ThienLuan Ho, Seungrohk Oh, Hyunjin Kim
-Mismatches. IEICE Trans. Fundam. Electron. Commun. Comput. Sci. (9) (2016)
ThienLuan Ho, Seungrohk Oh, Hyunjin Kim
: A Parallel Aho-Corasick String Matching Approach on Graphic Processing Units Using Non-Overlapped Threads. IEICE Trans. Commun. (7) (2016)
Hyunjin Kim
A Memory-Efficient Bit-Split Pattern Matching Architecture Using Shared Match Vectors for Deep Packet Inspection. IEICE Trans. Commun. (11) (2012)
Hyunjin Kim
An iterative pattern mapping for parallel string matching architecture in intrusion detection systems. IEICE Electron. Express 9 (11) (2012)