FPGA-Friendly Architecture of Processing Elements for Efficient and Accurate Quantized CNNs.

Yuchun Chang Yu-Chun Chang

Botao Xiong Shize Zhang Xingyu Shao Xintong He Yuchun Chang FPGA-Friendly Architecture of Processing Elements for Efficient and Accurate Quantized CNNs. 882-886 2026 February 45 IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 2 https://doi.org/10.1109/TCAD.2025.3591734 db/journals/tcad/tcad45.html#XiongZSHC26 streams/journals/tcad

Yu-Hao Liu Yu-Chun Chang Yan-Hua Ma Advancements in neural network acceleration: a comprehensive review. 1232-1256 2025 11 ICT Express 6 https://doi.org/10.1016/j.icte.2025.10.015 db/journals/ict-express/ict-express11.html#LiuCM25 streams/journals/ict-express

Shuo Gu Qian Jiang Kang Cao Chunyan Li Botao Xiong Yuchun Chang A self-calibrating on-chip temperature sensor for supply error based on PAFM technology. 20240568 2025 22 IEICE Electron. Express 1 https://doi.org/10.1587/elex.21.20240568 db/journals/ieiceee/ieiceee22.html#GuJCLXC25 streams/journals/ieiceee

Shanshan Lou Chunyan Li Qian Jiang Botao Xiong Yuchun Chang A Multiresponse Image Fusion for High Dynamic Range CMOS Image Sensor Combining Dual Conversion Gain and Logarithmic Response. 2025 2025 IET Circuits Devices Syst. https://doi.org/10.1049/cds2/1622944 db/journals/iet-cds/iet-cds2025.html#LouLJXC25 streams/journals/iet-cds

Botao Xiong Xingyu Shao Chang Liu Shize Zhang Yuchun Chang Design of Low-Cost and High-Accurate 8-bit Logarithmic Floating-Point Arithmetic Circuits. 2094-2098 2025 July 33 IEEE Trans. Very Large Scale Integr. Syst. 7 https://doi.org/10.1109/TVLSI.2025.3563950 db/journals/tvlsi/tvlsi33.html#XiongSLZC25 streams/journals/tvlsi

Yu-Chi Wei Yu-Chun Chang Wei-Chen Wu Multi-language IoT information security standard item matching based on deep learning. 663-683 2024 21 Comput. Sci. Inf. Syst. 2 https://doi.org/10.2298/csis230822012w https://www.wikidata.org/entity/Q128768679 db/journals/comsis/comsis21.html#WeiCW24

Botao Xiong Sheng Fan Xintong He Zezhao Zhou Runhua Yang Sicun Li Rensheng Shen Yuchun Chang LUT-DSP usage trade-off for re-configurable convolution acceleration core based on small logarithmic floating point representation. 1864-1871 2024 April 52 Int. J. Circuit Theory Appl. 4 https://doi.org/10.1002/cta.3834 db/journals/ijcta/ijcta52.html#XiongFHZYLSC24

Mengfei Ji Zaid Al-Ars Yuchun Chang Baolin Zhang Fully Pipelined FPGA Acceleration of Binary Convolutional Neural Networks with Neural Architecture Search. 2024 33 J. Circuits Syst. Comput. 10 https://doi.org/10.1142/s0218126624501706 db/journals/jcsc/jcsc33.html#JiACZ24

Yen-Chen Lin Ya-Chi Hsu Yu-Jui Chen Yu-Chun Chang Jing-Yun Fang Chih-Wei Huang Meta-Learning Traffic Pattern Adaptation for DRL-Based Radio Resource Management. 227-232 2024 ICC Workshops https://doi.org/10.1109/ICCWorkshops59551.2024.10615690 conf/icc/2024w db/conf/icc/icc2024w.html#LinHCCFH24

Mengfei Ji Yuchun Chang Baolin Zhang Zaid Al-Ars NASH: Neural Architecture Search for Hardware-Optimized Machine Learning Models. 2024 abs/2403.01845 CoRR https://doi.org/10.48550/arXiv.2403.01845 db/journals/corr/corr2403.html#abs-2403-01845

Yunhao Fu Jiaqi Jiang Zhuang Zhao Zhongyuan Zhao Kaixin Chen Min Tao Yuchun Chang Guo-Qiang Lo Junfeng Song Fully Integrated Line Array Angular Displacement Sensing Chip. 2431 2023 March 23 Sensors 5 https://doi.org/10.3390/s23052431 db/journals/sensors/sensors23.html#FuJZZCTCLS23

Feng-Wei Wang Yunhao Fu Yu-Chun Chang Fei Wang Dongxu Zhao Dual code channel hybrid readout circuit based on high precision Photoelectric encoders. 1-4 2023 ASICON https://doi.org/10.1109/ASICON58565.2023.10396465 conf/asicon/2023 db/conf/asicon/asicon2023.html#WangFCWZ23

Jiahai Dai Yunhao Fu Songxin Wang Yuchun Chang Siamese hierarchical feature fusion transformer for efficient tracking. 2022 September 16 Frontiers Neurorobotics https://doi.org/10.3389/fnbot.2022.1082346 db/journals/finr/finr16.html#DaiFWC22

Yanhua Ma Xiangzhe Kong Yu-Chun Chang Design of a multi-mode digital pixel with conversion data protection. 501-524 2022 16 IET Circuits Devices Syst. 7 https://doi.org/10.1049/cds2.12122 db/journals/iet-cds/iet-cds16.html#MaKC22

Jiahai Dai Jiaqi Jiang Songxin Wang Yuchun Chang Robust visual tracking algorithm with coattention guided Siamese network. 2022 31 J. Electronic Imaging 3 https://doi.org/10.1117/1.jei.31.3.033018 db/journals/jei/jei31.html#DaiJWC22

Yan Liu Yanhua Ma Yu-Chun Chang Timing analysis algorithm using a neural network under PVT variations. 105480 2022 125 Microelectron. J. https://doi.org/10.1016/j.mejo.2022.105480 db/journals/mj/mj125.html#LiuMC22

Botao Xiong Sheng Fan Xintong He Tu Xu Yuchun Chang Small Logarithmic Floating-Point Multiplier Based on FPGA and Its Application on MobileNet. 5119-5123 2022 69 IEEE Trans. Circuits Syst. II Express Briefs 12 https://doi.org/10.1109/TCSII.2022.3205945 db/journals/tcasII/tcasII69.html#XiongFHXC22

Botao Xiong Yukun Li Sicun Li Sheng Fan Yuchun Chang Half-Precision Logarithmic Arithmetic Unit Based on the Fused Logarithmic and Antilogarithmic Converter. 243-247 2022 30 IEEE Trans. Very Large Scale Integr. Syst. 2 https://doi.org/10.1109/TVLSI.2021.3136229 db/journals/tvlsi/tvlsi30.html#XiongLLFC22

Yanhua Ma Jitong Li Ming Zhu Yu-Chun Chang Optimal design of 10-bit single-slope ADC for CMOS image sensor based on swarm intelligent optimization algorithm. 787-802 2021 15 IET Circuits Devices Syst. 8 https://doi.org/10.1049/cds2.12070 db/journals/iet-cds/iet-cds15.html#MaLZC21

Botao Xiong Yuanfeng Sui Zhi Jia Sicun Li Yuchun Chang Utilize the shift-and-add architecture to approximate multiple nonlinear functions. 2290-2297 2021 49 Int. J. Circuit Theory Appl. 7 https://doi.org/10.1002/cta.2994 db/journals/ijcta/ijcta49.html#XiongSJLC21

Trong-Yen Lee I-An Lin Jui-Yuan Yu Jing-min Yang Yu-Chun Chang High Efficiency Disease Detection for Potato Leaf with Convolutional Neural Network. 297 2021 2 SN Comput. Sci. 4 https://doi.org/10.1007/s42979-021-00691-9 db/journals/sncs/sncs2.html#LeeLYYC21

Yunhao Fu Zhongyuan Zhao Hongbo Zhang Jiaqi Jiang Yuchun Chang A Single Photon Detector Readout Circuit Based on 0.18 μm CMOS Technology. 1-4 2021 ASICON https://doi.org/10.1109/ASICON52560.2021.9620527 conf/asicon/2021 db/conf/asicon/asicon2021.html#FuZZJC21 RiMing Jia Tu Xu Yuchun Chang Scalable Systolic Array Multiplier Optimized by Sparse Matrix. 1-4 2021 ASICON https://doi.org/10.1109/ASICON52560.2021.9620326 conf/asicon/2021 db/conf/asicon/asicon2021.html#JiaXC21 Jiaqi Jiang Hongbo Zhang Yunhao Fu Yuchun Chang A Phased-array Optoelectronic Detector using Phase-difference Filtering Technology for Incremental Encoder Application. 1-4 2021 ASICON https://doi.org/10.1109/ASICON52560.2021.9620419 conf/asicon/2021 db/conf/asicon/asicon2021.html#JiangZFC21 Youxin Pang Mengke Yuan Yuchun Chang Dong-Ming Yan 0001 SDALIE-GAN: Structure and Detail Aware GAN for Low-light Image Enhancement. 69-70 2021 PG (Short Papers, Posters, and Work-in-Progress Papers) https://doi.org/10.2312/pg.20211393 conf/pg/2021s db/conf/pg/pg2021s.html#PangYC021

Ning Ding Yusong Mu Yuping Guo Teng Chen Yuchun Chang A 6.4-GS/s 10-b Time-Interleaved SAR ADC with Time-Skew Immune Sampling Network in 28-nm CMOS. 2050264:1-2050264:26 2020 29 J. Circuits Syst. Comput. 16 https://doi.org/10.1142/S0218126620502643 db/journals/jcsc/jcsc29.html#DingMGCC20

Haoran Gong Yunhao Fu Ning Ding Jiaqi Jiang Yuchun Chang A Readout Circuit of Microchannel Plate Light Detector in 0.13um CMOS Technology. 1-4 2019 ASICON https://doi.org/10.1109/ASICON47005.2019.8983504 conf/asicon/2019 db/conf/asicon/asicon2019.html#GongFDJC19 Chung-Lun Wei Yu-Chun Chang Wenxuan Wang Hsiao-Ming Chou Kuan-Jung Chen Factors that Influence Sharing Behaviors in Sharing Economy Based on the Theory of Social Capital and Social Exchange: Example of Taiwan-Based USPACE. 659-663 2019 IEEM https://doi.org/10.1109/IEEM44572.2019.8978908 conf/ieem/2019 db/conf/ieem/ieem2019.html#WeiCWCC19

Ming Qu Yuchun Chang A collaboration centric approach for building the semantic knowledge network for knowledge advantage machine. 1009-1022 2018 21 Clust. Comput. 1 https://doi.org/10.1007/s10586-017-1016-z db/journals/cluster/cluster21.html#QuC18

Yumei Ma Mengfei Ji Yuping Guo Yuchun Chang A 101 dB SNDR 3.7mW switched-capacitor ΣΔ ADC using tri-level quantization. 40-43 2017 ASICON https://doi.org/10.1109/ASICON.2017.8252406 conf/asicon/2017 db/conf/asicon/asicon2017.html#MaJGC17 Liang Li Ruizhi Sun Ruoxi Wang Fanjun Zang Tao Jiang Yang Li Xinyang Wang Yuchun Chang A 20MHz CTIA ROIC for InGaAs focal plane array. 267-270 2017 ASICON https://doi.org/10.1109/ASICON.2017.8252464 conf/asicon/2017 db/conf/asicon/asicon2017.html#LiSWZJLWC17 Shuang Cui Tianzhao Liu Haoran Gong Bingyan Hu Yuchun Chang A high performance switched-capacitor programmable gain amplifier design in 0.18μm CMOS technology. 758-761 2017 ASICON https://doi.org/10.1109/ASICON.2017.8252586 conf/asicon/2017 db/conf/asicon/asicon2017.html#CuiLGHC17 Shu Yang Minghang Liu Yusong Mu Yuchun Chang A 14-bit 5 MS/s split non-binary SAR ADC. 765-768 2017 ASICON https://doi.org/10.1109/ASICON.2017.8252588 conf/asicon/2017 db/conf/asicon/asicon2017.html#YangLMC17

Zhaohan Li Yongcheng Ji Shu Yang Yuchun Chang A Dual-Mode High-Voltage High-Efficiency Peak-Current-Mode Asynchronous Buck Converter. 1650136:1-1650136:16 2016 25 J. Circuits Syst. Comput. 11 https://doi.org/10.1142/S021812661650136X db/journals/jcsc/jcsc25.html#LiJYC16

Jiajun Chen Meng-meng Han Shu Yang Yuchun Chang A fingertips detection method based on the combination of centroid and Harris corner algorithm. 225-230 2016 SNPD https://doi.org/10.1109/SNPD.2016.7515905 https://doi.ieeecomputersociety.org/10.1109/SNPD.2016.7515905 conf/snpd/2016 db/conf/snpd/snpd2016.html#ChenHYC16 Meng-meng Han Jiajun Chen Ling Li Yuchun Chang Visual hand gesture recognition with convolution neural network. 287-291 2016 SNPD https://doi.org/10.1109/SNPD.2016.7515915 https://doi.ieeecomputersociety.org/10.1109/SNPD.2016.7515915 conf/snpd/2016 db/conf/snpd/snpd2016.html#HanCLC16 Teng Chen Leli Peng Haibin Li Ning Ding Cheng Ma Yuchun Chang A 2-V 40-MS/s 14-bit pipelined ADC for CMOS image sensor. 1-4 2015 ASICON https://doi.org/10.1109/ASICON.2015.7516940 conf/asicon/2015 db/conf/asicon/asicon2015.html#ChenPLDMC15 Zhaohan Li Gengyun Wang Leli Peng Cheng Ma Yuchun Chang A 12-bit 500KSPS cyclic ADC for CMOS image sensor. 94030K 2015 IMSE https://doi.org/10.1117/12.2083269 conf/ei-iss/2015 db/conf/ei-iss/ei-iss2015.html#LiWPMC15 Gengyun Wang Can Peng Tianzhao Liu Cheng Ma Ning Ding Yuchun Chang 14-bit pipeline-SAR ADC for image sensor readout circuits. 94030L 2015 IMSE https://doi.org/10.1117/12.2083307 conf/ei-iss/2015 db/conf/ei-iss/ei-iss2015.html#WangPLMDC15 Cheng Ma Yang Liu Jing Li Quan Zhou Yuchun Chang Xinyang Wang A 4MP high-dynamic-range, low-noise CMOS image sensor. 940305 2015 IMSE https://doi.org/10.1117/12.2083085 conf/ei-iss/2015 db/conf/ei-iss/ei-iss2015.html#MaLLZCW15

Kuan-Ta Chen Yu-Chun Chang Hwai-Jung Hsu De-Yu Chen Chun-Ying Huang Cheng-Hsin Hsu On the Quality of Service of Cloud Gaming Systems. 480-495 2014 16 IEEE Trans. Multim. 2 https://doi.org/10.1109/TMM.2013.2291532 db/journals/tmm/tmm16.html#ChenCHCHH14

Chen-Chi Wu Kuan-Ta Chen Yu-Chun Chang Chin-Laung Lei Crowdsourcing Multimedia QoE Evaluation: A Trusted Framework. 1121-1137 2013 15 IEEE Trans. Multim. 5 https://doi.org/10.1109/TMM.2013.2241043 db/journals/tmm/tmm15.html#WuCCL13

Chun-Ying Huang Cheng-Hsin Hsu Yu-Chun Chang Kuan-Ta Chen GamingAnywhere: an open cloud gaming system. 36-47 2013 MMSys https://doi.org/10.1145/2483977.2483981 conf/mmsys/2013 db/conf/mmsys/mmsys2013.html#HuangHCC13

Yu-Chun Chang Chi-Jui Chang Kuan-Ta Chen Chin-Laung Lei Radar chart: scanning for satisfactory QoE in QoS dimensions. 25-31 2012 26 IEEE Netw. 4 https://doi.org/10.1109/MNET.2012.6246749 db/journals/network/network26.html#ChangCCL12

Meihui Guo Yu-Chun Chang Shih-Feng Huang Pricing American Options in a Jump Diffusion Model. 221-228 2011 CSE https://doi.org/10.1109/CSE.2011.48 https://doi.ieeecomputersociety.org/10.1109/CSE.2011.48 conf/cse/2011 db/conf/cse/cse2011.html#GuoCH11 Kuan-Ta Chen Yu-Chun Chang Po-Han Tseng Chun-Ying Huang Chin-Laung Lei Measuring the latency of cloud gaming systems. 1269-1272 2011 ACM Multimedia https://doi.org/10.1145/2072298.2071991 conf/mm/2011 db/conf/mm/mm2011.html#ChenCTHL11 Kuan-Ta Chen Chen-Chi Wu Yu-Chun Chang Chin-Laung Lei Quantifying QoS requirements of network services: a cheat-proof framework. 81-92 2011 MMSys https://doi.org/10.1145/1943552.1943563 conf/mmsys/2011 db/conf/mmsys/mmsys2011.html#ChenWCL11

Dae Hyun Kwon Hao Li 0001 Yuchun Chang Richard Tseng Yun Chiu Digitally Equalized CMOS Transmitter Front-End With Integrated Power Amplifier. 1602-1614 2010 45 IEEE J. Solid State Circuits 8 https://doi.org/10.1109/JSSC.2010.2048140 db/journals/jssc/jssc45.html#KwonLCTC10

Kuan-Ta Chen Chi-Jui Chang Chen-Chi Wu Yu-Chun Chang Chin-Laung Lei Quadrant of euphoria: a crowdsourcing platform for QoE assessment. 28-35 2010 24 IEEE Netw. 2 https://doi.org/10.1109/MNET.2010.5430141 db/journals/network/network24.html#ChenCWCL10

Te-Ming Tu Hung-Tao Lu Yu-Chun Chang Jyh-Chian Chang Chien-Ping Chang A New Vegetation Enhancement/Extraction Technique for IKONOS and QuickBird Imagery. 349-353 2009 6 IEEE Geosci. Remote. Sens. Lett. 2 https://doi.org/10.1109/LGRS.2009.2012442 db/journals/lgrs/lgrs6.html#TuLCCC09

Dae Hyun Kwon Hao Li 0001 Yuchun Chang Richard Tseng Yun Chiu CMOS RF transmitter with integrated power amplifier utilizing digital equalization. 403-406 2009 CICC https://doi.org/10.1109/CICC.2009.5280808 conf/cicc/2009 db/conf/cicc/cicc2009.html#KwonLCTC09 Chen-Chi Wu Kuan-Ta Chen Yu-Chun Chang Chin-Laung Lei Peer-to-Peer Application Recognition Based on Signaling Activity. 1-5 2009 ICC https://doi.org/10.1109/ICC.2009.5199305 conf/icc/2009 db/conf/icc/icc2009.html#WuCCL09 Wenbo Liu 0003 Yuchun Chang Szukang Hsien Bo-Wei Chen Yung-Pin Lee Wen-Tsao Chen Tzu-Yi Yang Gin-Kou Ma Yun Chiu A 600MS/s 30mW 0.13µm CMOS ADC array achieving over 60dB SFDR with adaptive digital equalization. 82-83 2009 ISSCC https://doi.org/10.1109/ISSCC.2009.4977318 conf/isscc/2009 db/conf/isscc/isscc2009.html#LiuCHCLCYMC09 Kuan-Ta Chen Chen-Chi Wu Yu-Chun Chang Chin-Laung Lei A crowdsourceable QoE evaluation framework for multimedia content. 491-500 2009 ACM Multimedia https://doi.org/10.1145/1631272.1631339 conf/mm/2009 db/conf/mm/mm2009.html#ChenWCL09 Xin Liu Shuai Wang Shuxu Guo Yuchun Chang Design of off-chip capacitor-free CMOS low-dropout voltage regulator. 1316-1319 2008 APCCAS https://doi.org/10.1109/APCCAS.2008.4746270 conf/apccas/2008 db/conf/apccas/apccas2008.html#LiuWGC08 Xin Liu Feng Lu Dong Qiao Shuxu Guo Yuchun Chang Comprehensive power analysis and efficiency optimum design for step-up DC-DC converters. 1868-1871 2008 APCCAS https://doi.org/10.1109/APCCAS.2008.4746408 conf/apccas/2008 db/conf/apccas/apccas2008.html#LiuLQGC08 Yu-Chun Chang Kuan-Ta Chen Chen-Chi Wu Chin-Laung Lei Inferring Speech Activity from Encrypted Skype Traffic. 2143-2147 2008 GLOBECOM https://doi.org/10.1109/GLOCOM.2008.ECP.413 conf/globecom/2008 db/conf/globecom/globecom2008.html#ChangCWL08 Chen-Chi Wu Kuan-Ta Chen Yu-Chun Chang Chin-Laung Lei Detecting VoIP Traffic Based on Human Conversation Patterns. 280-295 2008 IPTComm https://doi.org/10.1007/978-3-540-89054-6_14 conf/iptcomm/2008 db/conf/iptcomm/iptcomm2008.html#WuCCL08 Zaid Al-Ars Kang Cao Chi-Jui Chang Chien-Ping Chang Jyh-Chian Chang Bo-Wei Chen De-Yu Chen Jiajun Chen Kaixin Chen Kuan-Jung Chen Kuan-Ta Chen Teng Chen Wen-Tsao Chen Yu-Jui Chen Yun Chiu Hsiao-Ming Chou Shuang Cui Jiahai Dai Ning Ding Sheng Fan Jing-Yun Fang Yunhao Fu Haoran Gong Shuo Gu Meihui Guo Shuxu Guo Yuping Guo Meng-meng Han Xintong He Szukang Hsien Cheng-Hsin Hsu Hwai-Jung Hsu Ya-Chi Hsu Bingyan Hu Chih-Wei Huang Chun-Ying Huang Shih-Feng Huang Mengfei Ji Yongcheng Ji RiMing Jia Zhi Jia Jiaqi Jiang Qian Jiang Tao Jiang Xiangzhe Kong Dae Hyun Kwon Trong-Yen Lee Yung-Pin Lee Chin-Laung Lei Chunyan Li Haibin Li Hao Li 0001 Jing Li Jitong Li Liang Li Ling Li Sicun Li Yang Li Yukun Li Zhaohan Li I-An Lin Yen-Chen Lin Chang Liu Minghang Liu Tianzhao Liu Wenbo Liu 0003 Xin Liu Yan Liu Yang Liu Yu-Hao Liu Guo-Qiang Lo Shanshan Lou Feng Lu Hung-Tao Lu Cheng Ma Gin-Kou Ma Yan-Hua Ma Yanhua Ma Yumei Ma Tao MinMin Tao Yusong Mu Youxin Pang Can Peng Leli Peng Dong Qiao Ming Qu Xingyu Shao Rensheng Shen Junfeng Song Yuanfeng Sui Ruizhi Sun Po-Han Tseng Richard Tseng Te-Ming Tu Fei Wang Feng-Wei Wang Gengyun Wang Ruoxi Wang Shuai Wang Songxin Wang Wenxuan Wang Xinyang Wang Chung-Lun Wei Yu-Chi Wei Chen-Chi Wu Wei-Chen Wu Botao Xiong Tu Xu Dong-Ming Yan 0001 Jing-min Yang Runhua Yang Shu Yang Tzu-Yi Yang Jui-Yuan Yu Mengke Yuan Fanjun Zang Bao-Lin ZhangBaolin Zhang Hongbo Zhang Shize Zhang Dongxu Zhao Zhongyuan Zhao Zhuang Zhao Quan Zhou Zezhao Zhou Ming Zhu