BEGIN:VCALENDAR VERSION:2.0 PRODID:-//Memento EPFL// BEGIN:VEVENT SUMMARY:IEM Distinguished Lecturers Seminar: On-Chip Epilepsy Detection: W here Machine Learning Meets Patient-Specific Wearable Healthcare DTSTART:20240909T131500 DTEND:20240909T140000 DTSTAMP:20260919T010805Z UID:36bcc03ee94fb6505b52a1f5bbb49fef91b31eed903834963ade7401 CATEGORIES:Conferences - Seminars DESCRIPTION:Prof Jerald Yoo\, Department of Electrical and Computer Engine ering\, Seoul National University\, Korea\nJoint seminar with IEEE SSCS.\n \nThe seminar will take place in BM 5202 and will be simultaneously broad casted in Neuchâtel Campus MC A1 272.\n\nCoffee and cookies will be serve d at 13:00 before the seminar.\n\nAbstract\nEpilepsy is a severe and chron ic neurological disorder that affects over 65 million people worldwide. Ye t current seizure/epilepsy detection and treatment mainly rely on a physic ian interviewing the subject\, which is not effective in infant/children g roup. Moreover\, patient-to-patient and age-to-age variation on seizure pa ttern make such detection particularly challenging. To expand the benefici ary group to even infants and also to effectively adapt to each patient\, a wearable form-factor\, the patient-specific system with machine learning is of crucial. However\, the wearable environment is challenging for circ uit designers due to unstable skin-electrode interface\, huge mismatch\, a nd static/dynamic offset.\n\nThis lecture will cover the design strategies of patient-specific epilepsy detection System-on-Chip (SoC). We will firs t explore the difficulties\, limitations\, and potential pitfalls in weara ble interface circuit design and strategies to overcome such issues. Start ing from a basic instrumentation amplifier (IA)\, we will cover various IA circuit topologies to deal with offset compensation. Moving on\, we will cover the feature extraction and the patient-specific and patient-independ ent classification using Machine Learning technique. Finally\, connecting wearable sensors through Body-Area Network\, both on communication and on powering aspect\, will be discussed. The lecture will conclude with intere sting opportunities that lie ahead.\n\nBio\nJerald Yoo (S’05-M’10-SM ’15) received the B.S.\, M.S.\, and Ph.D. degrees in Department of Elect rical Engineering from the Korea Advanced Institute of Science and Technol ogy (KAIST)\, Daejeon\, Korea\, in 2002\, 2007\, and 2010\, respectively.\ n\nFrom 2010 to 2016\, he was with the Department of Electrical Engineerin g and Computer Science\, Masdar Institute\, Abu Dhabi\, United Arab Emirat es\, where he was an Associate Professor. From 2010 to 2011\, he was also with the Microsystems Technology Laboratories (MTL)\, Massachusetts Instit ute of Technology (MIT) as a visiting scholar. Between 2017 and 2024\, he was with the Department of Electrical and Computer Engineering\, National University of Singapore\, Singapore\, as an Associate Professor. Since 202 4\, he has been with the Department of Electrical and Computer Engineering \, Seoul National University\, where he is currently an Associate Professo r. He has pioneered research on Body-Area Network (BAN) transceivers for c ommunication/powering and wearable body sensor network using the planar-fa shionable circuit board for a continuous health monitoring system. He auth ored book chapters in Biomedical CMOS ICs (Springer\, 2010)\, Enabling the Internet of Things—From Circuits to Networks (Springer\, 2017)\, The Io T Physical Layer (Chapter 8\, Springer\, 2019) and Handbook of Biochips (B iphasic Current Stimulator for Retinal Prosthesis\, Springer\, 2021). His current research interests include low-energy circuit technology for weara ble bio-signal sensors\, flexible circuit board platform\, BAN for communi cation and powering\, ASIC for piezoelectric Micromachined Ultrasonic Tran sducers (pMUT)\, and System-on-Chip (SoC) design to system realization for wearable healthcare applications.\n\nDr. Yoo is an IEEE Solid-State Circu its Society (SSCS) Distinguished Lecturer (2024-2025 and 2017-2018). He al so served an IEEE Circuits and Systems Society (CASS) Distinguished Lectur er (2019-2021). He is the recipient or a co-recipient of several awards: I EEE International Solid-State Circuits Conference (ISSCC) 2020 and 2022 De monstration Session Award (Certificate of Recognition)\, IEEE Internationa l Symposium on Circuits and Systems (ISCAS) 2015 Best Paper Award (BioCAS Track)\, ISCAS 2015 Runner-Up Best Student Paper Award\, the Masdar Instit ute Best Research Award in 2015 and the IEEE Asian Solid-State Circuits Co nference (A-SSCC) Outstanding Design Award (2005). He was the founding vic e-chair of the IEEE SSCS United Arab Emirates (UAE) Chapter and is the cha ir of the IEEE SSCS Singapore Chapter. He currently serves an Executive Co mmittee of the IEEE International Solid-State Circuits Conference (ISSCC)\ , and has served/serves as TPC member of ISSCC Student Research Preview (C hair)\, IEEE Asian Solid-State Circuits Conference (A-SSCC\, Emerging Tech nologies\, and Applications Subcommittee Chair)\, IEEE Custom Integrated C ircuits Conference (Emerging Technologies Subcommittee Chair)\, IEEE Sympo sium on VLSI Circuits\, and an Analog Signal Processing Technical Committe e Member of IEEE Circuits and Systems Society. He is also serving as a Ste ering Committee Member of IEEE Transactions on Biomedical Circuits and Sys tems (TBioCAS) and was an Associate Editor of IEEE Transactions on Biomedi cal Circuits and Systems (TBioCAS) and IEEE Open Journal of Solid-State Ci rcuits Society (OJ-SSCS).\n  LOCATION:BM 5202 https://plan.epfl.ch/?room==BM%205202 https://epfl.zoom.u s/j/67449285011 STATUS:CONFIRMED END:VEVENT END:VCALENDAR