Publications

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2022
July
PDF 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
PDF 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
PDF 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
PDF 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
PDF 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
PDF 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
PDF 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
PDF 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
PDF 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
PDF 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
PDF 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
PDF 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
PDF 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).