Research theme for competitive and other funds (1)：
2020 - 2023 Neural Network Engine based on a Blind Learning Algorithm
Papers (81)：
Haoyan Liu, Takashi Ohsawa. Compact model of magnetic tunnel junctions for SPICE simulation based on switching probability. IEICE Transactions on Electronics. 2021. E104C. 3. 121-127
Floating Body Cell ---- A Novel Capacitorless DRAM Cell ----
Pan Stanford Publishing Pte. Ltd. 2012
Lectures and oral presentations (39)：
Co-design of DNN Model Optimization for Binary ReRAM Array In-memory Processing
(Proceedings of Technical Program - IEEE 2019 11th International Memory Workshop, Monterey, USA 2019)
User-Friendly Compact Model of Magnetic Tunnel Junctions for Circuit SImulation Based on Switching Probability
(Proceedings of Technical Program - 2019 International Symposium on VLSI Design, Automation and Test, VLSI-DAT 2019 2019)
Accurate Meassurement of Sneak Current in ReRAM Crossbar Array with Data Storage Pattern Dependencies
(Proceedings of Technical Program - 2019 International Symposium on VLSI Technology, Systems and Applications, VLSI-TSA 2019 2019)
Cell Array Design with Row-Driven Source Line in Block Shunt Architecture Applicable to Future 6F2 1T1MTJ Memory
(Proceedings of Technical Program - 2019 International Symposium on VLSI Technology, Systems and Applications, VLSI-TSA 2019 2019)
Studies on read-stability and write-ability of fast access STT-MRAMs
(Proceedings of Technical Program - 2014 International Symposium on VLSI Technology, Systems and Application, VLSI-TSA 2014 2014)
