| LeCA: In-Sensor Learned Compressive Acquisition for Efficient Machine Vision on the Edge T Ma*, AJ Boloor*, X Yang, W Cao, P Williams, N Sun, A Chakrabarti, ... ACM/IEEE 50th Annual International Symposium on Computer Architecture (ISCA), 2023 | 12 | 2023 |
| CamJ: Enabling System-Level Energy Modeling and Architectural Exploration for In-Sensor Visual Computing T Ma*, Y Feng*, X Zhang, Y Zhu ACM/IEEE 50th Annual International Symposium on Computer Architecture (ISCA), 2023 | 9 | 2023 |
| HOGEye: Neural Approximation of HOG Feature Extraction in RRAM-Based 3D-Stacked Image Sensors T Ma, W Cao, F Qiao, A Chakrabarti, X Zhang (Best Paper Award) ACM/IEEE International Symposium on Low Power Electronics …, 2022 | 8 | 2022 |
| An analog-memoryless near sensor computing architecture for always-on intelligent perception applications T Ma, K Jia, X Zhu, F QiaO, Q Wei, H Zhao, X Liu, H Yang 2019 IEEE International Conference on Integrated Circuits, Technologies and …, 2019 | 5 | 2019 |
| Rose-opt: Robust and efficient analog circuit parameter optimization with knowledge-infused reinforcement learning W Cao, J Gao, T Ma, R Ma, M Benosman, X Zhang IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 2024 | 2 | 2024 |
| BlissCam: Boosting Eye Tracking Efficiency with Learned In-Sensor Sparse Sampling Y Feng*, T Ma*, Y Zhu, X Zhang ACM/IEEE 51st Annual International Symposium on Computer Architecture (ISCA …, 2024 | 2 | 2024 |
| Learned In-Sensor Visual Computing: From Compression to Eventification Y Feng, T Ma, A Boloor, Y Zhu, X Zhang 2023 IEEE/ACM International Conference on Computer-Aided Design (ICCAD), 2023 | 2 | 2023 |
| Cambricon-M: a Fibonacci-coded Charge-domain SRAM-based CIM Accelerator for DNN Inference H Guo, M Zou, Y Hao, Z Du, E Ren, Y Liu, Y Zhao, T Ma, R Zhang, X Hu, ... 2024 57th IEEE/ACM International Symposium on Microarchitecture (MICRO …, 2024 | 1 | 2024 |
| Efficient Data-Driven Machine Vision: A Co-Design of Circuit, Algorithm, and Architecture for Edge Vision Sensors T Ma | 1 | 2024 |
| PrivateEye: In-Sensor Privacy Preservation Through Optical Feature Separation A Boloor, W Lin, T Ma, Y Feng, Y Zhu, X Zhang | | |
Xuan ZhangAssociate Professor, Northeastern UniversityEmail verificata su northeastern.edu
