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Tianrui Ma
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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
122023
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
92023
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
82022
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
52019
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
22024
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
22024
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
22023
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
12024
Efficient Data-Driven Machine Vision: A Co-Design of Circuit, Algorithm, and Architecture for Edge Vision Sensors
T Ma
12024
PrivateEye: In-Sensor Privacy Preservation Through Optical Feature Separation
A Boloor, W Lin, T Ma, Y Feng, Y Zhu, X Zhang
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