Patents
Books and Chapters
Journal Papers
- Edge intelligence through in-sensor and near-sensor computing for the artificial intelligence of things
Yongmin Baek, Byungjoon Bae, Hyojin Shin, Charana Sonnadara, Haein Cho, Ching-Yi Lin, Yujia Mu, Cong Shen, Sahil Shah, Gunuk Wang & Kyusang Lee
Npj Unconventional Computing, 2(1), p.25.
- Evaporation and focus degradation mitigation in in-incubator live cell imaging for capacitance lab-on-CMOS microsystem calibration
Yann Gilpin, Ching-Yi Lin, and Marc Dandin
Review of Scientific Instruments 96, no. 9
- Machine Learning Identification and Classification of Cancer Cell Behaviors in a Lab-on-CMOS Capacitance Sensing Platform
Ching-Yi Lin and Marc Dandin
IEEE Journal of Biomedical and Health Informatics, vol. 29, no. 2, pp. 1504-1513, Feb. 2025, doi: 10.1109/JBHI.2024.3486251.
- 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
- 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
- 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)
Conference Papers
- Low-Bit Integerization of Vision Transformers using Operand Reodering for Efficient Hardware
Ching-Yi Lin and Sahil Shah
arXiv preprint arXiv:2504.18547 (Accepted by MWSCAS 2025)
- 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)
- 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)
Preprints