FPGA based implementation of deep neural networks using on-chip memory only
Park, Jinhwan, Sung, Wonyong
Published in 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.03.2016)
Published in 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.03.2016)
Get full text
Conference Proceeding
Journal Article
Character-level language modeling with hierarchical recurrent neural networks
Kyuyeon Hwang, Wonyong Sung
Published in 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.03.2017)
Published in 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.03.2017)
Get full text
Conference Proceeding
Character-level incremental speech recognition with recurrent neural networks
Hwang, Kyuyeon, Sung, Wonyong
Published in 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.03.2016)
Published in 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.03.2016)
Get full text
Conference Proceeding
Journal Article
Optimization of General Matrix Multiply Library for Ternary Weight for Fast DNN Inference
Choi, Seokhyeon, Shim, Kyuhong, Choi, Jungwook, Sung, Wonyong, Shim, Byonghyo
Published in Journal of signal processing systems (01.10.2022)
Published in Journal of signal processing systems (01.10.2022)
Get full text
Journal Article
Fixed-point performance analysis of recurrent neural networks
Shin, Sungho, Hwang, Kyuyeon, Sung, Wonyong
Published in 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.03.2016)
Published in 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.03.2016)
Get full text
Conference Proceeding
Journal Article
Fixed-point optimization of deep neural networks with adaptive step size retraining
Sungho Shin, Yoonho Boo, Wonyong Sung
Published in 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.03.2017)
Published in 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.03.2017)
Get full text
Conference Proceeding
VLSI Implementation of BCH Error Correction for Multilevel Cell NAND Flash Memory
CHOI, Hyojin, WEI LIU, SUNG, Wonyong
Published in IEEE transactions on very large scale integration (VLSI) systems (01.05.2010)
Published in IEEE transactions on very large scale integration (VLSI) systems (01.05.2010)
Get full text
Journal Article
Single stream parallelization of generalized LSTM-like RNNs on a GPU
Kyuyeon Hwang, Wonyong Sung
Published in 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.04.2015)
Published in 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.04.2015)
Get full text
Conference Proceeding
Low-energy error correction of NAND Flash memory through soft-decision decoding
Kim, Jonghong, Sung, Wonyong
Published in EURASIP journal on advances in signal processing (05.09.2012)
Published in EURASIP journal on advances in signal processing (05.09.2012)
Get full text
Journal Article
Fixed-point feedforward deep neural network design using weights +1, 0, and −1
Kyuyeon Hwang, Wonyong Sung
Published in 2014 IEEE Workshop on Signal Processing Systems (SiPS) (01.10.2014)
Published in 2014 IEEE Workshop on Signal Processing Systems (SiPS) (01.10.2014)
Get full text
Conference Proceeding
Access-Pattern-Aware On-Chip Memory Allocation for SIMD Processors
Chang, Hoseok, Sung, Wonyong
Published in IEEE transactions on computer-aided design of integrated circuits and systems (01.01.2009)
Published in IEEE transactions on computer-aided design of integrated circuits and systems (01.01.2009)
Get full text
Journal Article
Strength-Reduced Parallel Chien Search Architecture for Strong BCH Codes
Cho, Junho, Sung, Wonyong
Published in IEEE transactions on circuits and systems. II, Express briefs (01.05.2008)
Published in IEEE transactions on circuits and systems. II, Express briefs (01.05.2008)
Get full text
Journal Article