Learning Covariance-Based Multi-Scale Representation of Neuroimaging Measures for Alzheimer Classification.

Injun Choi

Seunghun Baek Injun Choi Mustafa Dere Minjeong Kim 0001 Guorong Wu 0001 Won Hwa Kim Learning Covariance-Based Multi-Scale Representation of Neuroimaging Measures for Alzheimer Classification. 2025 March abs/2503.01232 CoRR https://doi.org/10.48550/arXiv.2503.01232 db/journals/corr/corr2503.html#abs-2503-01232 streams/journals/corr

Donghyun Youn Youngin Kim 0001 Injun Choi Yoontae Jung Hyuntak Jeon Kyungtae Lee Soon-Jae Kweon Sohmyung Ha Minkyu Je A Wide-Dynamic-Range, DC-Coupled, Time-Based Neural-Recording IC With Optimized CCO Frequency. 94354-94366 2024 12 IEEE Access https://doi.org/10.1109/ACCESS.2024.3424228 db/journals/access/access12.html#YounKCJJLKHJ24 streams/journals/access

Donghyeon Yi Seoyoung Lee Injun Choi Gichan Yun Edward Jongyoon Choi Jonghee Park Jonghoon Kwak Sung-Joon Jang Sohmyung Ha Ik-Joon Chang Minkyu Je Skew-CIM: Process-Variation-Resilient and Energy-Efficient Computation-in-Memory Design Technique With Skewed Weights. 2067-2078 2024 May 71 IEEE Trans. Circuits Syst. I Regul. Pap. 5 https://doi.org/10.1109/TCSI.2024.3372392 db/journals/tcasI/tcasI71.html#YiLCYCPKJHCJ24

Jaeyoon Sim Sooyeon Jeon Injun Choi Guorong Wu 0001 Won Hwa Kim Learning to Approximate Adaptive Kernel Convolution on Graphs. 4882-4890 2024 AAAI https://doi.org/10.1609/aaai.v38i5.28291 conf/aaai/2024 db/conf/aaai/aaai2024.html#SimJC0K24 Jimin Koo Haidam Choi Yoontae Jung Ji-Hoon Suh Sein Oh Changhun Seok Yegeun Kim Injun Choi Heewon Choee Sunglim Han Jiho Chun Hoyong Seong Sohmyung Ha Minkyu Je A 1.27-mW Battery-Powered Multimodal Biosensor Interface IC for Wireless Motion Intention Recognition in Wearable Robots. 1-3 2024 A-SSCC https://doi.org/10.1109/A-SSCC60305.2024.10849060 conf/asscc/2024 db/conf/asscc/asscc2024.html#KooCJSOSKCCHCSH24 Sohyeon Kim Injun Choi Minkyu Je Ji-Hoon Kim 0003 Dynamic Resource Management in Reconfigurable SoC for Multi-Tenancy Support. 1-5 2024 ISCAS https://doi.org/10.1109/ISCAS58744.2024.10558110 conf/iscas/2024 db/conf/iscas/iscas2024.html#KimCJK24 Hyungjoo Cho Dongyoon Lee Hoyong Sung Heewon Choee Ji-Hoon Suh Injun Choi Donghee Cho Sohmyung Ha Minkyu Je An Intra-Body-Power-Transfer System Energized by an Electromagnetic Energy Harvester for Powering Wearable Sensor Nodes. 1-2 2024 VLSI Technology and Circuits https://doi.org/10.1109/VLSITechnologyandCir46783.2024.10631316 conf/vlsit/2024 db/conf/vlsit/vlsit2024.html#ChoLSCSCCHJ24 Edward Choi 0001 Vincent Lukito Injun Choi Seoyoung Lee Ik-Joon Chang Sohmyung Ha Minkyu Je A Δ-Based Spike Sorting SoC with End-to-End Implementation of Event-Driven Binary Autoencoder Neural Network in Analog CIM Achieving 94.54% Accuracy and 3.11μW/ch. 1-2 2024 VLSI Technology and Circuits https://doi.org/10.1109/VLSITechnologyandCir46783.2024.10631554 conf/vlsit/2024 db/conf/vlsit/vlsit2024.html#ChoiLCLCHJ24 Hyuna Cho Injun Choi Suha Kwak Won Hwa Kim Interactive Network Perturbation between Teacher and Students for Semi-Supervised Semantic Segmentation. 615-624 2024 WACV https://doi.org/10.1109/WACV57701.2024.00068 conf/wacv/2024 db/conf/wacv/wacv2024.html#ChoCKK24

Jaeyoon Sim Sooyeon Jeon Injun Choi Guorong Wu 0001 Won Hwa Kim Learning to Approximate Adaptive Kernel Convolution on Graphs. 2024 abs/2401.11840 CoRR https://doi.org/10.48550/arXiv.2401.11840 db/journals/corr/corr2401.html#abs-2401-11840

Chongsoo Jung Hoyong Seong Injun Choi Sohmyung Ha Minkyu Je A Process-Scalable Ultra-Low-Voltage Sleep Timer With a Time-Domain Amplifier and a Switch-Less Resistance Multiplier. 2675-2684 2023 October 58 IEEE J. Solid State Circuits 10 https://doi.org/10.1109/JSSC.2023.3290357 db/journals/jssc/jssc58.html#JungSCHJ23

Kyeongwon Jeong Gichan Yun Jaesuk Choi Injun Choi Jeehoon Son Jae Youn Hwang Sohmyung Ha Minkyu Je A Wide-Bandwidth Ultrasound Receiver and On-Chip Ultrasound Transmitter for Ultrasound Capsule Endoscopy. 2778-2789 2023 October 58 IEEE J. Solid State Circuits 10 https://doi.org/10.1109/JSSC.2023.3276130 db/journals/jssc/jssc58.html#JeongYCCSHHJ23

Edward Choi 0001 Injun Choi Vincent Lukito Dong-Hwi Choi Donghyeon Yi Ik-Joon Chang Sohmyung Ha Minkyu Je A 333TOPS/W Logic-Compatible Multi-Level Embedded Flash Compute-In-Memory Macro with Dual-Slope Computation. 1-2 2023 CICC https://doi.org/10.1109/CICC57935.2023.10121209 conf/cicc/2023 db/conf/cicc/cicc2023.html#ChoiCLCYCHJ23 Hoyong Seong Donghyun Youn Injun Choi Junghyup Lee Sohmyung Ha Minkyu Je A 0.9V 2MHz 6.4x-Slope-Boosted Quadrature-Phase Relaxation Oscillator with 164.2dBc/Hz FoM and 62.5ppm Period Jitter in 0.18μm CMOS. 1-2 2023 CICC https://doi.org/10.1109/CICC57935.2023.10121276 conf/cicc/2023 db/conf/cicc/cicc2023.html#SeongYCLHJ23 Seunghun Baek Injun Choi Mustafa Dere Minjeong Kim 0001 Guorong Wu 0001 Won Hwa Kim Learning Covariance-Based Multi-Scale Representation of Neuroimaging Measures for Alzheimer Classification. 1-5 2023 ISBI https://doi.org/10.1109/ISBI53787.2023.10230493 conf/isbi/2023 db/conf/isbi/isbi2023.html#BaekCDKWK23

Jitaek Lim Injun Choi Sanghyun Sung ProST-re: Simulation-Based Analytics for Finding Appropriate Substitutes and Task Reallocation. 125477-125488 2022 10 IEEE Access https://doi.org/10.1109/ACCESS.2022.3225442 db/journals/access/access10.html#LimCS22

Injun Choi Edward Jongyoon Choi Donghyeon Yi Yoontae Jung Hoyong Seong Hyuntak Jeon Soon-Jae Kweon Ik-Joon Chang Sohmyung Ha Minkyu Je An SRAM-Based Hybrid Computation-in-Memory Macro Using Current-Reused Differential CCO. 536-546 2022 12 IEEE J. Emerg. Sel. Topics Circuits Syst. 2 https://doi.org/10.1109/JETCAS.2022.3170595 db/journals/esticas/esticas12.html#ChoiCYJSJKCHJ22

Yoontae Jung Soon-Jae Kweon Hyuntak Jeon Injun Choi Jimin Koo Mi Kyung Kim Hyunjoo Jenny Lee Sohmyung Ha Minkyu Je A Wide-Dynamic-Range Neural-Recording IC With Automatic-Gain-Controlled AFE and CT Dynamic-Zoom ΔΣ ADC for Saturation-Free Closed-Loop Neural Interfaces. 3071-3082 2022 57 IEEE J. Solid State Circuits 10 https://doi.org/10.1109/JSSC.2022.3188626 db/journals/jssc/jssc57.html#JungKJCKKLHJ22

Edward Choi 0001 Injun Choi Chanhee Jeon Gichan Yun Donghyeon Yi Sohmyung Ha Ik-Joon Chang Minkyu Je A 133.6TOPS/W Compute-In-Memory SRAM Macro with Fully Parallel One-Step Multi-Bit Computation. 1-2 2022 CICC https://doi.org/10.1109/CICC53496.2022.9772821 conf/cicc/2022 db/conf/cicc/cicc2022.html#ChoiCJYYHCJ22 Injun Choi Guorong Wu 0001 Won Hwa Kim How Much to Aggregate: Learning Adaptive Node-Wise Scales on Graphs for Brain Networks. 376-385 2022 MICCAI (1) https://doi.org/10.1007/978-3-031-16431-6_36 conf/miccai/2022-1 db/conf/miccai/miccai2022-1.html#ChoiWK22 Yoontae Jung Soon-Jae Kweon Hyuntak Jeon Taeju Lee Injun Choi Kyeongwon Jeong Mi Kyung Kim Hyunjoo Jenny Lee Sohmyung Ha Minkyu Je A 99.5dB-DR 5kHz-BW Closed-Loop Neural-Recording IC based on Continuous-Time Dynamic-Zoom ΔΣ ADC with Automatic AFE-Gain Control. 1-3 2021 A-SSCC https://doi.org/10.1109/A-SSCC53895.2021.9634824 conf/asscc/2021 db/conf/asscc/asscc2021.html#JungKJLCJKLHJ21 Hyuntak Jeon Injun Choi Young-Han Kim Se-Un Shin Minkyu Je A SiPM Readout IC Embedded in a Boost Converter for Mobile Dosimeters. 1-2 2021 VLSI Circuits https://doi.org/10.23919/VLSICircuits52068.2021.9492346 conf/vlsic/2021 db/conf/vlsic/vlsic2021.html#JeonCKSJ21 Soon-Jae Kweon Joonho Gil Chulhyun Park Sein Oh Yoontae Jung Injun Choi Song-I Cheon Hung Phan Dang Ja-Hyuck Koo Geunhoe Kim Sohmyung Ha Minkyu Je An 8MHz 31.25kS/s Impedance-Monitoring IC Based on IF-Sampling Architecture with a Band-Pass Delta-Sigma ADC. 1-2 2021 VLSI Circuits https://doi.org/10.23919/VLSICircuits52068.2021.9492406 conf/vlsic/2021 db/conf/vlsic/vlsic2021.html#KweonGPOJCCDKKH21

Seunghoon Lee Injun Choi Hokyeom Kim Jitaek Lim Sanghyun Sung Comprehensive Simulation and Redesign System for Business Process and Organizational Structure. 106322-106333 2020 8 IEEE Access https://doi.org/10.1109/ACCESS.2020.3000248 db/journals/access/access8.html#LeeCKLS20

Hyuntak Jeon Injun Choi Soon-Jae Kweon Minkyu Je A Power-Efficient Radiation Sensor Interface with a Peak-Triggered Sampling Scheme for Mobile Dosimeters. 3255 2020 20 Sensors 11 https://doi.org/10.3390/s20113255 https://www.wikidata.org/entity/Q96226898 db/journals/sensors/sensors20.html#JeonCKJ20

Hyuntak Jeon Jun-Suk Bang Yoontae Jung Injun Choi Minkyu Je A High DR, DC-Coupled, Time-Based Neural-Recording IC With Degeneration R-DAC for Bidirectional Neural Interface. 2658-2670 2019 54 IEEE J. Solid State Circuits 10 https://doi.org/10.1109/JSSC.2019.2930903 db/journals/jssc/jssc54.html#JeonBJCJ19

Injun Choi Ji-Hoon Kim 0003 Memory-Reduced Non-Binary LDPC Decoding With Accumulative Bubble Check. 1619-1623 2018 65-II IEEE Trans. Circuits Syst. II Express Briefs 11 https://doi.org/10.1109/TCSII.2017.2761790 db/journals/tcas/tcasII65.html#ChoiK18

Injun Choi Ji-Hoon Kim A 2.22 Gbps high-throughput NB-LDPC decoder in 65nm CMOS with aggressive overlap scheduling. 315-316 2018 ASP-DAC https://doi.org/10.1109/ASPDAC.2018.8297337 http://dl.acm.org/citation.cfm?id=3201684 conf/aspdac/2018 db/conf/aspdac/aspdac2018.html#ChoiK18

Injun Choi Ji-Hoon Kim 0003 High-Throughput Non-Binary LDPC Decoder Based on Aggressive Overlap Scheduling. 1937-1948 2017 64-I IEEE Trans. Circuits Syst. I Regul. Pap. 7 https://doi.org/10.1109/TCSI.2017.2677518 db/journals/tcas/tcasI64.html#ChoiK17

Hyeji Kim Injun Choi Wooseok Byun Jong-Yeol Lee Ji-Hoon Kim Distributed CRC Architecture for High-Radix Parallel Turbo Decoding in LTE-Advanced Systems. 906-910 2015 62-II IEEE Trans. Circuits Syst. II Express Briefs 9 https://doi.org/10.1109/TCSII.2015.2435131 db/journals/tcas/tcasII62.html#KimCBLK15

Jinyoun Lee Sung-Nyun Hearn Jinwoo Kim Injun Choi Incorporating the Effects of Organizational Structure into Business Process Simulation. 132-142 2014 AP-BPM https://doi.org/10.1007/978-3-319-08222-6_10 conf/apbpm/2014 db/conf/apbpm/apbpm2014.html#LeeHKC14

Kwangmyeong Kim Injun Choi Chulsoon Park A rule-based approach to proactive exception handling in business processes. 394-409 2011 38 Expert Syst. Appl. 1 https://doi.org/10.1016/j.eswa.2010.06.078 db/journals/eswa/eswa38.html#KimCP11

Injun Choi Jisoo Jung Michael V. Mannino Chulsoon Park Terminability and compensatibility of cycles in business processes with a process-oriented trigger. 243-263 2008 66 Data Knowl. Eng. 2 https://doi.org/10.1016/j.datak.2008.03.002 db/journals/dke/dke66.html#ChoiJMP08

Michael V. Mannino Sa Neung Hong Injun Choi Efficiency evaluation of data warehouse operations. 883-898 2008 44 Decis. Support Syst. 4 https://doi.org/10.1016/j.dss.2007.10.011 db/journals/dss/dss44.html#ManninoHC08

Namchul Do Injun Choi Minseok Song 0001 Propagation of engineering changes to multiple product data views using history of product structure changes. 19-32 2008 21 Int. J. Comput. Integr. Manuf. 1 https://doi.org/10.1080/09511920600786612 db/journals/ijcim/ijcim21.html#DoCS08

Jisoo Jung Injun Choi Minseok Song 0001 An integration architecture for knowledge management systems and business process management systems. 21-34 2007 58 Comput. Ind. 1 https://doi.org/10.1016/j.compind.2006.03.001 db/journals/cii/cii58.html#JungCS07

Suk-Hwan Suh Dae-Hyuck Chung Byeong-Eon Lee Seungjun Shin Injun Choi Kwang-Myung Kim STEP-compliant CNC system for turning: Data model, architecture, and implementation. 677-688 2006 38 Comput. Aided Des. 6 https://doi.org/10.1016/j.cad.2006.02.006 db/journals/cad/cad38.html#SuhCLSCK06

Injun Choi Suk-Hwan Suh Kwang-Myung Kim Minseok Song 0001 M. Jang Byeong-Eon Lee Development process and data management of TurnSTEP: a STEP-compliant CNC system for turning. 546-558 2006 19 Int. J. Comput. Integr. Manuf. 6 https://doi.org/10.1080/09511920600622072 db/journals/ijcim/ijcim19.html#ChoiSKSJL06

Injun Choi Hyunbae Jeong Minseok Song 0001 Young U. Ryu IPM-EPDL: an XML-based executable process definition language. 85-104 2005 56 Comput. Ind. 1 https://doi.org/10.1016/j.compind.2004.08.011 db/journals/cii/cii56.html#ChoiJSR05

Chulsoon Park Injun Choi Management of business process constraints using BPTrigger. 29-51 2004 55 Comput. Ind. 1 https://doi.org/10.1016/j.compind.2003.11.003 db/journals/cii/cii55.html#ParkC04

Injun Choi Minseok Song 0001 Chulsoon Park Namkyu Park An XML-based process definition language for integrated process management. 85-102 2003 50 Comput. Ind. 1 https://doi.org/10.1016/S0166-3615(02)00139-2 db/journals/cii/cii50.html#ChoiSPP03

Injun Choi Chulsoon Park Changwoo Lee Task net: Transactional workflow model based on colored Petri net. 383-402 2002 136 Eur. J. Oper. Res. 2 https://doi.org/10.1016/S0377-2217(01)00026-1 db/journals/eor/eor136.html#ChoiPL02

Injun Choi Chulsoon Park Changwoo Lee A transactional workflow model for engineering/manufacturing processes. 178-192 2002 15 Int. J. Comput. Integr. Manuf. 2 https://doi.org/10.1080/09511920110059061 db/journals/ijcim/ijcim15.html#ChoiPL02

Injun Choi Heeje Cho Sungmoon Bae Seokjin Hyun Rule management for integration of information systems. 446-460 2000 13 Int. J. Comput. Integr. Manuf. 5 https://doi.org/10.1080/09511920050117937 db/journals/ijcim/ijcim13.html#ChoiCBH00

Won Kim 0001 Injun Choi Sunit K. Gala Mark Scheevel On Resolving Schematic Heterogeneity in Multidatabase Systems. 521-550 1995 books/acm/Kim95 Modern Database Systems db/books/collections/kim95.html#KimCGS95

Michael V. Mannino Sukumar Rathnam Injun Choi Veronica P. Tseng Formal Modeling of Complex Commands in Industrial Software Specifications. 249-274 1994 5 Inf. Syst. Res. 3 https://doi.org/10.1287/isre.5.3.249 db/journals/isr/isr5.html#ManninoRCT94

https://doi.org/10.1007/BF01263333 Won Kim 0001 Injun Choi Sunit K. Gala Mark Scheevel On Resolving Schematic Heterogeneity in Multidatabase Systems. 251-279 DPD/1/P251.pdf 1993 1 Distributed Parallel Databases 3 db/journals/dpd/dpd1.html#KimCGS93

Injun Choi Michael V. Mannino Graph interpretation of methods: a unifying framework for polymorphism in object-oriented programming. 38-54 1991 2 OOPS Messenger 1 db/journals/oopsm/oopsm2.html#ChoiM91 https://doi.org/10.1145/122438.122441

Michael V. Mannino Injun Choi Sukumar Rathnam Formal Specifications And Command Modeling In Software Systems With A Complex Command Structure. 111-126 1991 conf/icis/1991 ICIS db/conf/icis/icis1991.html#ManninoCR91 http://aisel.aisnet.org/icis1991/31

Michael V. Mannino Injun Choi Don S. Batory The Object-Oriented Functional Data Language. 1258-1272 https://doi.org/10.1109/32.60314 http://doi.ieeecomputersociety.org/10.1109/32.60314 https://www.wikidata.org/entity/Q111899060 1990 16 IEEE Trans. Software Eng. 11 db/journals/tse/tse16.html#ManninoCB90

Injun Choi Michael V. Mannino Veronica P. Tseng Type Restrictions and Method Interfaces in Object-Oriented Database Programming. 183-206 1990 conf/ds/90 DS-4 db/conf/ds/ds90.html#ChoiMT90 Michael V. Mannino Injun Choi Object-Oriented Modelling and Reasoning. 455-464 1990 ER db/conf/er/er90.html#ManinoC90 conf/er/90 er90/ER90-P455.pdf conf/sigmod/BorgidaBMR89 journals/csur/CardelliW85 ... conf/ds/ChoiMT90 journals/ibmsj/Demers88 conf/er/BattistaL88 ... ... ... journals/tse/ManninoCB90 ... conf/lfp/OhoriB88 conf/sigmod/HuntR79 conf/sigmod/SunKN89 ... Michael V. Mannino Injun Choi Don S. Batory An Overview of the Object-Oriented Functional Data Language. 18-26 ICDE89/P018.pdf 1989 ICDE db/conf/icde/icde89.html#ManinoCB89 conf/icde/89 https://doi.org/10.1109/ICDE.1989.47196 https://doi.ieeecomputersociety.org/10.1109/ICDE.1989.47196 journals/computer/Ackerman82 journals/tods/AlbanoCO85 journals/tois/BanerjeeCGKWBK87 journals/tse/BatoryBGSTTW88 journals/tods/BatoryLW88 ... conf/sigmod/BunemanF79 journals/csur/CardelliW85 ... ... books/aw/GoldbergR83 ... journals/cj/Hughes89 conf/edbt/LecluseRV88 ... ... ... ... conf/oodbs/ManolaD86 journals/jcss/Milner78 ... books/ph/Jones87 conf/vldb/RosenthalR84 journals/tods/Shipman81 conf/vldb/TsurZ86 ... Sungmoon Bae Seunghun Baek Jun-Suk Bang Don S. Batory Wooseok Byun Ik Joon ChangIk-Joon Chang Song-I Cheon Donghee Cho Heeje Cho Hyuna Cho Hyungjoo Cho Heewon Choee Dong-Hwi Choi Edward Choi 0001Edward Jongyoon Choi Haidam Choi Jaesuk Choi Jiho Chun Dae-Hyuck Chung Hung Phan Dang Mustafa Dere Namchul Do Sunit K. Gala Joonho Gil Sohmyung Ha Sunglim Han Sung-Nyun Hearn Sa Neung Hong Jae Youn Hwang Seokjin Hyun M. Jang Sung-Joon Jang Minkyu Je Chanhee Jeon Hyuntak Jeon Sooyeon Jeon Hyunbae Jeong Kyeongwon Jeong Chongsoo Jung Jisoo Jung Yoontae Jung Geunhoe Kim Hokyeom Kim Hyeji Kim Ji-Hoon Kim 0003 Jihoon KimJi-Hoon Kim Jinwoo Kim Kwang-Myung Kim Kwangmyeong Kim Mi Kyung Kim Minjeong Kim 0001 Sohyeon Kim Won Kim 0001 Won Hwa Kim Yegeun Kim Young-Han Kim Youngin Kim 0001 Ja-Hyuck Koo Jimin Koo Jonghoon Kwak Suha Kwak Soon-Jae Kweon Byeong-Eon Lee Changwoo Lee Dongyoon Lee Hyunjoo Jenny Lee Jinyoun Lee Jong-Yeol Lee Junghyup Lee Kyungtae Lee Seoyoung Lee Seunghoon Lee Taeju Lee Jitaek Lim Vincent Lukito Michael V. Mannino Sein Oh Chulhyun Park Chulsoon Park Jonghee Park Namkyu Park Sukumar Rathnam Young U. Ryu Mark Scheevel Changhun Seok Hoyong Seong Se-un ShinSe-Un Shin Seungjun Shin Jaeyoon Sim Jeehoon Son Minseok Song 0001 Ji-Hoon Suh Suk-Hwan Suh Hoyong Sung Sanghyun Sung Veronica P. Tseng Guorong Wu 0001 Donghyeon Yi Donghyun Youn Gichan Yun