| The architectural implications of Facebook's DNN-based personalized recommendation U Gupta, CJ Wu, X Wang, M Naumov, B Reagen, D Brooks, B Cottel, ... 2020 IEEE International Symposium on High Performance Computer Architecture …, 2020 | 338 | 2020 |
| Recnmp: Accelerating personalized recommendation with near-memory processing L Ke, U Gupta, BY Cho, D Brooks, V Chandra, U Diril, A Firoozshahian, ... 2020 ACM/IEEE 47th Annual International Symposium on Computer Architecture …, 2020 | 249 | 2020 |
| A low-power, process-and-temperature-compensated ring oscillator with addition-based current source X Zhang, AB Apsel IEEE Transactions on Circuits and Systems I: Regular Papers 58 (5), 868-878, 2010 | 143 | 2010 |
| Attacking vision-based perception in end-to-end autonomous driving models A Boloor, K Garimella, X He, C Gill, Y Vorobeychik, X Zhang Journal of Systems Architecture 110, 101766, 2020 | 118 | 2020 |
| Simple physical adversarial examples against end-to-end autonomous driving models A Boloor, X He, C Gill, Y Vorobeychik, X Zhang 2019 IEEE International Conference on Embedded Software and Systems (ICESS), 1-7, 2019 | 106 | 2019 |
| Near-memory processing in action: Accelerating personalized recommendation with AxDIMM L Ke, X Zhang, J So, JG Lee, SH Kang, S Lee, S Han, YG Cho, JH Kim, ... IEEE Micro 42 (1), 116-127, 2021 | 98 | 2021 |
| Fully integrated parity–time-symmetric electronics W Cao, C Wang, W Chen, S Hu, H Wang, L Yang, X Zhang Nature nanotechnology 17 (3), 262-268, 2022 | 66 | 2022 |
| Process-invariant current source design: Methodology and examples AM Pappu, X Zhang, AV Harrison, AB Apsel IEEE Journal of Solid-State Circuits 42 (10), 2293-2302, 2007 | 65 | 2007 |
| A Fully Integrated Reconfigurable Switched-Capacitor DC-DC Converter With Four Stacked Output Channels for Voltage Stacking Applications T Tong, SK Lee, X Zhang, D Brooks, GY Wei IEEE Journal of Solid-State Circuits 51 (9), 2142-2152, 2016 | 50 | 2016 |
| Processing Near Sensor Architecture in Mixed-Signal Domain With CMOS Image Sensor of Convolutional-Kernel-Readout Method Z Chen, H Zhu, E Ren, Z Liu, K Jia, L Luo, X Zhang, Q Wei, F Qiao, X Liu, ... IEEE Transactions on Circuits and Systems I: Regular Papers 67 (2), 389-400, 2019 | 49 | 2019 |
| Characterizing and evaluating voltage noise in multi-core near-threshold processors X Zhang, T Tong, S Kanev, SK Lee, GY Wei, D Brooks International Symposium on Low Power Electronics and Design (ISLPED), 82-87, 2013 | 48 | 2013 |
| Nnest: Early-stage design space exploration tool for neural network inference accelerators L Ke, X He, X Zhang Proceedings of the International Symposium on Low Power Electronics and …, 2018 | 43 | 2018 |
| A 16-core voltage-stacked system with an integrated switched-capacitor DC-DC converter SK Lee, T Tong, X Zhang, D Brooks, GY Wei 2015 Symposium on VLSI Circuits (VLSI Circuits), C318-C319, 2015 | 43 | 2015 |
| A low mass power electronics unit to drive piezoelectric actuators for flying microrobots M Lok, EF Helbling, X Zhang, R Wood, D Brooks, GY Wei IEEE Transactions on Power Electronics 33 (4), 3180-3191, 2017 | 42 | 2017 |
| AxTrain: Hardware-oriented neural network training for approximate inference X He, L Ke, W Lu, G Yan, X Zhang Proceedings of the International Symposium on Low Power Electronics and …, 2018 | 40 | 2018 |
| A fully integrated battery-connected switched-capacitor 4: 1 voltage regulator with 70% peak efficiency using bottom-plate charge recycling T Tong, X Zhang, W Kim, D Brooks, GY Wei Proceedings of the IEEE 2013 Custom Integrated Circuits Conference, 1-4, 2013 | 36 | 2013 |
| System and method using neural networks for analog-to-information processors X Zhang, A Chakrabarti US Patent 10,970,441, 2021 | 35 | 2021 |
| When Capacitors Attack: Formal Method Driven Design and Detection of Charge-Domain Trojans X Guo, H Zhu, Y Jin, X Zhang 2019 Design, Automation & Test in Europe Conference & Exhibition (DATE …, 2019 | 35 | 2019 |
| PCBChain: Lightweight Reconfigurable Blockchain Primitives for Secure IoT Applications W Yan, N Zhang, LL Njilla, X Zhang IEEE Transactions on Very Large Scale Integration (VLSI) Systems 28 (10 …, 2020 | 34 | 2020 |
| CktGNN: Circuit Graph Neural Network for Electronic Design Automation Z Dong, W Cao, M Zhang, D Tao, Y Chen, X Zhang The Eleventh International Conference on Learning Representations, 2022 | 29 | 2022 |
David BrooksHaley Family Professor of Computer Science, Harvard UniversityEmail verificata su eecs.harvard.edu
