Patents
Books and Chapters
Conference and Journal Papers
- Machine Learning Identification and Classification of Cancer Cell Behaviors in a Lab-on-CMOS Capacitance Sensing Platform
Ching-Yi Lin and Marc Dandin
TechRXiv, DOI: 10.36227/techrxiv.171710162.20881219/v1
- Measuring and modeling macrophage proliferation in a lab-on-CMOS capacitance sensing microsystem
Kyle Smith, Ching-Yi Lin, Yann Gilpin, Elizabeth Wayne, Marc Dandin
Frontiers in Bioengineering and Biotechnology 11, 1159004
- Non-Linear CNN-Based Read Channel for Hard Disk Drive With 30% Error Rate Reduction and Sequential 200-Mbits/s Throughput in 28-nm CMOS
Yuwei Qin, Ruben Purdy, Alec Probst, Ching-Yi Lin, Jian-Gang Jimmy Zhu
IEEE Journal of Solid-State Circuits 58 (4), 1094-1105
- Tracking the Effects of Tumor Treating Fields on Human Breast Cancer Cells in vitro Using a Capacitance Sensing Lab-on-CMOS Microsystem
Yann Gilpin, Ching-Yi Lin, Mats Forssell, Siyang Zheng, Pulkit Grover, Marc Dandin
2022 29th IEEE International Conference on Electronics, Circuits and Systems (ICECS)
- ASIC Implementation of Non-linear CNN-based Data Detector for TDMR System in 28nm CMOS at 200Mbits/s Throughput
Yuwei Qin, Ruben Purdy, Alec Probst, Ching-Yi Lin, Jian-Gang Jimmy Zhu
IEEE Transactions on Magnetics
- Non-linear CNN-based Read Channel for Hard Disk Drive with 30% Error Rate Reduction and Sequential 200Mbits/second Throughput in 28nm CMOS
Yuwei Qin, Ruben Purdy, Alec Probst, Ching-Yi Lin, Jian-Gang Jimmy Zhu
2022 IEEE Symposium on VLSI Technology and Circuits (VLSI Technology and Circuits)
- Model personalization for human activity recognition
Ching-Yi Lin, Radu Marculescu
2020 IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops)
- Memory-and communication-aware model compression for distributed deep learning inference on IoT
Kartikeya Bhardwaj, Ching-Yi Lin, Anderson Sartor, Radu Marculescu
ACM Transactions on Embedded Computing Systems (TECS)
Ching-Yi Lin
(林青億)
CMU ECE PhD
- [Dec'24] PhD defended!
- [Oct'24] Paper accepted by JBHI (Early Access)!
- [Jun'24] Presented in NEWCAS 2024. Thank you Quebec!
- [Apr'24] Paper accepted by NEWCAS 2024!
- [Jan'24] Become an ABD
- [Jan'24] CMLH Fellowship received
- [Nov'23] Patent published
- [Jun'23] Finish leave of absence
- [Jan'23] Prospectus exam passed
- [Dec'22] Leave of absence for Taiwanese military service