Context-aware intelligence in resource-constrained IoT nodes: Opportunities and challenges B Chatterjee, N Cao, A Raychowdhury, S Sen IEEE Design & Test 36 (2), 7-40, 2019 | 66 | 2019 |
Smart sensing for HVAC control: Collaborative intelligence in optical and IR cameras N Cao, J Ting, S Sen, A Raychowdhury IEEE Transactions on Industrial Electronics 65 (12), 9785-9794, 2018 | 58 | 2018 |
Self-optimizing IoT wireless video sensor node with in-situ data analytics and context-driven energy-aware real-time adaptation N Cao, SB Nasir, S Sen, A Raychowdhury IEEE Transactions on Circuits and Systems I: Regular Papers 64 (9), 2470-2480, 2017 | 55 | 2017 |
14.1 a 65nm 1.1-to-9.1 tops/w hybrid-digital-mixed-signal computing platform for accelerating model-based and model-free swarm robotics N Cao, M Chang, A Raychowdhury 2019 IEEE International Solid-State Circuits Conference-(ISSCC), 222-224, 2019 | 27 | 2019 |
A 65nm image processing SoC supporting multiple DNN models and real-time computation-communication trade-off via actor-critical neuro-controller N Cao, B Chatterjee, M Gong, M Chang, S Sen, A Raychowdhury 2020 IEEE Symposium on VLSI Circuits, 1-2, 2020 | 21 | 2020 |
A hardware-friendly approach towards sparse neural networks based on LFSR-generated pseudo-random sequences F Karimzadeh, N Cao, B Crafton, J Romberg, A Raychowdhury IEEE Transactions on Circuits and Systems I: Regular Papers 68 (2), 751-764, 2020 | 16 | 2020 |
Hardware-aware pruning of dnns using lfsr-generated pseudo-random indices F Karimzadeh, N Cao, B Crafton, J Romberg, A Raychowdhury 2020 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, 2020 | 15 | 2020 |
A 65nm thermometer-encoded time/charge-based compute-in-memory neural network accelerator at 0.735 pJ/MAC and 0.41 pJ/Update M Gong, N Cao, M Chang, A Raychowdhury IEEE Transactions on Circuits and Systems II: Express Briefs 68 (4), 1408-1412, 2020 | 15 | 2020 |
A 65-nm 8-to-3-b 1.0–0.36-V 9.1–1.1-TOPS/W hybrid-digital-mixed-signal computing platform for accelerating swarm robotics N Cao, M Chang, A Raychowdhury IEEE Journal of Solid-State Circuits 55 (1), 49-59, 2019 | 15 | 2019 |
A 55nm 50nJ/encode 13nJ/decode Homomorphic Encryption Crypto-Engine for IoT Nodes to Enable Secure Computation on Encrypted Data I Yoon, N Cao, A Amaravati, A Raychowdhury 2019 IEEE Custom Integrated Circuits Conference (CICC), 1-4, 2019 | 13 | 2019 |
In-sensor analytics and energy-aware self-optimization in a wireless sensor node N Cao, SB Nasir, S Sen, A Raychowdhury 2017 IEEE MTT-s international microwave symposium (IMS), 200-203, 2017 | 12 | 2017 |
Collaborative intelligence in optical/IR camera based wireless sensor nodes for HVAC control N Cao, S Sen, A Raychowdhury 2017 IEEE SENSORS, 1-3, 2017 | 10 | 2017 |
A Light-powered," Always-On", Smart Camera with Compressed Domain Gesture Detection A Anvesha, S Xu, N Cao, J Romberg, A Raychowdhury Proceedings of the 2016 International Symposium on Low Power Electronics and …, 2016 | 10 | 2016 |
Power performance analysis of digital standard cells for 28 nm bulk CMOS at cryogenic temperature using BSIM models R Saligram, W Chakraborty, N Cao, Y Cao, S Datta, A Raychowdhury IEEE Journal on Exploratory Solid-State Computational Devices and Circuits 7 …, 2021 | 9 | 2021 |
From specification to topology: Automatic power converter design via reinforcement learning S Fan, N Cao, S Zhang, J Li, X Guo, X Zhang 2021 IEEE/ACM International Conference On Computer Aided Design (ICCAD), 1-9, 2021 | 9 | 2021 |
A light-powered smart camera with compressed domain gesture detection A Amaravati, S Xu, N Cao, J Romberg, A Raychowdhury IEEE Transactions on Circuits and Systems for Video Technology 28 (10), 3077 …, 2017 | 9* | 2017 |
A 65 nm wireless image SoC supporting on-chip DNN optimization and real-time computation-communication trade-off via actor-critical neuro-controller N Cao, B Chatterjee, J Liu, B Cheng, M Gong, M Chang, S Sen, ... IEEE Journal of Solid-State Circuits 57 (8), 2545-2559, 2022 | 5 | 2022 |
Memory-based computing for energy-efficient ai: Grand challenges F Karimzadeh, M Imani, B Asgari, N Cao, Y Lin, Y Fang 2023 IFIP/IEEE 31st International Conference on Very Large Scale Integration …, 2023 | 2 | 2023 |
Power converter circuit design automation using parallel Monte Carlo tree search S Fan, S Zhang, J Liu, N Cao, X Guo, J Li, X Zhang ACM Transactions on Design Automation of Electronic Systems 28 (2), 1-33, 2022 | 2 | 2022 |
Privacy-by-Sensing with Time-domain Differentially-Private Compressed Sensing J Liu, B Cheng, P Zeng, S Davis, M Chang, N Cao 2023 Design, Automation & Test in Europe Conference & Exhibition (DATE), 1-6, 2023 | 1 | 2023 |