IEEE Solid-States Circuits Magazine - Spring 2022 - 95

Meets Wearable Health Care. " The talk
was held virtually.
Yoo first introduced the research
background and significance of systems
on chip (SoCs) for epilepsy detection
in specific patient-facing edge
devices. Epilepsy is a chronic neurological
disorder that affects more
than 50 million people worldwide.
Traditional treatments of symptoms
are inconvenient, and it is difficult to
provide timely and patient-specific
seizure suppression. However, closedloop
SoCs in a wearable form are capable
of electroencephalogram (EEG)
recording, seizure classification, and
programmable stimulation, aiming to
realize ambulatory epilepsy treatment.
Then, from the perspective of wearable
planar circuit board implementation,
chopping technology was used to
achieve a high common mode inhibition
ratio for the analog front end and
digital back end, and a support vector
machine (SVM) for machine learning
algorithm was introduced. Yoo
explained in detail the use of SVM
machine learning for brain wave (EEG)
signal feature extraction for specific
patient classification technology.
During an interactive session following
the lecture, teachers and students
from the School of Optics and Electronic
Information, HUST, and Yoo discussed
hot research issues, such as the IC techniques
and machine learning-based
brain wave-detection methods mentioned
in the report. Yoo answered
the questions one by one and praised
participants' proactive thinking.
This lecture not only provided
new ideas and methods for scholars
and students in the field of medical
and engineering crossover research;
it also expanded the vision of the
participating teachers and students
as well as enhanced their innovative
consciousness and thinking.
-Wenming Zhu,
Student Member
-Chao Wang,
Chapter Chair
(b)
The discussion and a group picture with Prof. Yoo.
Prof. Yoo explained the key technologies and methods in terms of SVM-based seizure
detection in detail.
(a)
IEEE SOLID-STATE CIRCUITS MAGAZINE
SPRING 2022
95

IEEE Solid-States Circuits Magazine - Spring 2022

Table of Contents for the Digital Edition of IEEE Solid-States Circuits Magazine - Spring 2022

Contents
IEEE Solid-States Circuits Magazine - Spring 2022 - Cover1
IEEE Solid-States Circuits Magazine - Spring 2022 - Cover2
IEEE Solid-States Circuits Magazine - Spring 2022 - Contents
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IEEE Solid-States Circuits Magazine - Spring 2022 - Cover3
IEEE Solid-States Circuits Magazine - Spring 2022 - Cover4
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