Publications

2024	WalkingWizard—A Truly Wearable EEG Headset for Everyday Use. Teck Lun Goh and Li-Shiuan Peh. ACM Trans. Comput. Healthcare 5(2).
2024 March	NOVA: NoC-based Vector Unit for Mapping Attention Layers on a CNN Accelerator. Mohit Upadhyay, Rohan Juneja, Weng-Fai Wong, and Li-Shiuan Peh. Proceedings of the 2024 Conference & Exhibition on Design, Automation & Test in Europe (DATE '24).
2024	Secure Run-Time Hardware Trojan Detection Using Lightweight Analytical Models. Burin Amornpaisannon, Andreas Diavastos, Li-Shiuan Peh, and Trevor E. Carlson. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems 43(2).
2023 October	FLEX: Introducing FLEXible Execution on CGRA with Spatio-Temporal Vector Dataflow. Thilini Kaushalya Bandara, Dan Wu, Rohan Juneja, Dhananjaya Wijerathne, Tulika Mitra, and Li-Shiuan Peh. 2023 IEEE/ACM International Conference on Computer Aided Design (ICCAD).
2023 June	SeRaNDiP: Leveraging Inherent Sensor Random Noise for Differential Privacy Preservation in Wearable Community Sensing Applications. Ayanga Imesha Kumari Kalupahana, Ananta Narayanan Balaji, Xiaokui Xiao, and Li-Shiuan Peh. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 7(2).
2023 June	AI-On-Skin: Towards Enabling Fast and Scalable On-Body AI Inference for Wearable On-Skin Interfaces. Ananta Narayanan Balaji and Li-Shiuan Peh. Proc. ACM Hum.-Comput. Interact. 7(EICS).
2023 May	1.7pJ/SOP Neuromorphic Processor with Integrated Partial Sum Routers for In-Network Computing. B. Wang, M. M. Wong, D. Li, Y. S. Chong, J. Zhou, W. F. Wong, L. Peh, A. Mani, M. Upadhyay, A. Balaji, and A. T. Do. 2023 IEEE International Symposium on Circuits and Systems (ISCAS).
2022 July	REACT: A Heterogeneous Reconfigurable Neural Network Accelerator with Software-Configurable NoCs for Training and Inference on Wearables. Mohit Upadhyay, Rohan Juneja, Bo Wang, Jun Zhou, Weng-Fai Wong, and Li-Shiuan Peh. Proceedings of the 59th ACM/IEEE Design Automation Conference (DAC '22).
2022 February	REVAMP: A Systematic Framework for Heterogeneous CGRA Realization. Thilini Kaushalya Bandara, Dhananjaya Wijerathne, Tulika Mitra, and Li-Shiuan Peh. Proceedings of the 27th ACM International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS '22).
2021 May	AI-on-Skin: Enabling On-Body AI Inference for Wearable Artificial Skin Interfaces. Ananta Narayanan Balaji and Li-Shiuan Peh. Extended Abstracts of the 2021 CHI Conference on Human Factors in Computing Systems (CHI EA '21).
2021 May	Sentry-NoC: A Statically-Scheduled NoC for Secure SoCs. Ahmed Shalaby, Yaswanth Tavva, Trevor E. Carlson, and Li-Shiuan Peh. 2021 15th IEEE/ACM International Symposium on Networks-on-Chip (NOCS '21).
2020 November	Laser Attack Benchmark Suite. Burin Amornpaisannon, Andreas Diavastos, Li-Shiuan Peh, and Trevor E. Carlson. 2020 IEEE/ACM International Conference On Computer Aided Design (ICCAD).
2020 March	Shenjing: A Low Power Reconfigurable Neuromorphic Accelerator with Partial-Sum and Spike Networks-on-Chip. Bo Wang, Jun Zhou, Weng-Fai Wong, and Li-Shiuan Peh. Proceedings of the 23rd Conference on Design, Automation and Test in Europe (DATE '20).
2019 November	HyCUBE: A 0.9V 26.4 MOPS/mW, 290 pJ/op, Power Efficient Accelerator for IoT Applications. Bo Wang, Manupa Karunarathne, Aditi Kulkarni, Tulika Mitra, and Li-Shiuan Peh. 2019 IEEE Asian Solid-State Circuits Conference (A-SSCC '19).
2019 November	4D-CGRA: Introducing Branch Dimension to Spatio-Temporal Application Mapping on CGRAs. Manupa Karunaratne, Dhananjaya Wijerathne, Tulika Mitra, and Li-Shiuan Peh. 2019 IEEE/ACM International Conference on Computer-Aided Design (ICCAD '19).
2019 June	pH Watch - Leveraging Pulse Oximeters in Existing Wearables for Reusable, Real-Time Monitoring of PH in Sweat (Demo). Ananta Narayanan Balaji, Chen Yuan, Bo Wang, Li-Shiuan Peh, and Huilin Shao. Proceedings of the 17th Annual International Conference on Mobile Systems, Applications, and Services (MobiSys '19).
2018 June	Stitch: Fusible Heterogeneous Accelerators Enmeshed with Many-Core Architecture for Wearables. Cheng Tan, Manupa Karunaratne, Tulika Mitra, and Li-Shiuan Peh. 2018 ACM/IEEE 45th Annual International Symposium on Computer Architecture (ISCA '18).
2018 June	Dnestmap: Mapping Deeply-Nested Loops on Ultra-Low Power CGRAs. Manupa Karunaratne, Cheng Tan, Aditi Kulkarni, Tulika Mitra, and Li-Shiuan Peh. Proceedings of the 55th Annual Design Automation Conference (DAC '18).
2017 November	LOCUS: Low-Power Customizable Many-Core Architecture for Wearables. Cheng Tan, Aditi Kulkarni, Vanchinathan Venkataramani, Manupa Karunaratne, Tulika Mitra, and Li-Shiuan Peh. ACM Trans. Embed. Comput. Syst. 17(1).
2017 June	HyCUBE: A CGRA with Reconfigurable Single-Cycle Multi-Hop Interconnect. Manupa Karunaratne, Aditi Kulkarni Mohite, Tulika Mitra, and Li-Shiuan Peh. Proceedings of the 54th Annual Design Automation Conference 2017 (DAC '17).