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Ningyuan Cao
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Year
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
622019
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
532018
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
532017
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
272019
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
212020
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
142020
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
142019
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
132020
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
122020
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
122019
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
122017
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
102016
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
92017
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
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
82021
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
72021
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
52022
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
12023
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
12022
Circuit and algorithm design to enable edge intelligence.
N Cao
Georgia Institute of Technology, Atlanta, GA, USA, 2020
12020
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