Ningyuan Cao

According to our database, Ningyuan Cao authored at least 21 papers between 2016 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2023

Power Converter Circuit Design Automation Using Parallel Monte Carlo Tree Search.

Shaoze Fan, Shun Zhang, Jianbo Liu, Ningyuan Cao, Xiaoxiao Guo, Jing Li, Xin Zhang

ACM Trans. Design Autom. Electr. Syst., March, 2023

Memory-Based Computing for Energy-Efficient AI: Grand Challenges.

Foroozan Karimzadeh, Mohsen Imani, Bahar Asgari, Ningyuan Cao, Yingyan Lin, Yan Fang

Proceedings of the 31st IFIP/IEEE International Conference on Very Large Scale Integration, 2023

Privacy-by-Sensing with Time-domain Differentially-Private Compressed Sensing.

Jianbo Liu, Boyang Cheng, Pengyu Zeng, Steven Davis, Muya Chang, Ningyuan Cao

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2023

2022

A 65 nm Wireless Image SoC Supporting On-Chip DNN Optimization and Real-Time Computation-Communication Trade-Off via Actor-Critical Neuro-Controller.

Ningyuan Cao, Baibhab Chatterjee, Jianbo Liu, Boyang Cheng, Minxiang Gong, Muya Chang, Shreyas Sen, Arijit Raychowdhury

IEEE J. Solid State Circuits, 2022

Stochastic Mixed-Signal Circuit Design for In-Sensor Privacy.

Ningyuan Cao, Jianbo Liu, Boyang Cheng, Muya Chang

Proceedings of the 41st IEEE/ACM International Conference on Computer-Aided Design, 2022

2021

A 65nm Thermometer-Encoded Time/Charge-Based Compute-in-Memory Neural Network Accelerator at 0.735pJ/MAC and 0.41pJ/Update.

Minxiang Gong, Ningyuan Cao, Muya Chang, Arijit Raychowdhury

IEEE Trans. Circuits Syst. II Express Briefs, 2021

A Hardware-Friendly Approach Towards Sparse Neural Networks Based on LFSR-Generated Pseudo-Random Sequences.

Foroozan Karimzadeh, Ningyuan Cao, Brian Crafton, Justin Romberg, Arijit Raychowdhury

IEEE Trans. Circuits Syst. I Regul. Pap., 2021

From Specification to Topology: Automatic Power Converter Design via Reinforcement Learning.

Shaoze Fan, Ningyuan Cao, Shun Zhang, Jing Li, Xiaoxiao Guo, Xin Zhang

Proceedings of the IEEE/ACM International Conference On Computer Aided Design, 2021

2020

Circuit and algorithm design to enable edge intelligence.

Ningyuan Cao

PhD thesis, 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.

Ningyuan Cao, Muya Chang, Arijit Raychowdhury

IEEE J. Solid State Circuits, 2020

A 65nm Image Processing SoC Supporting Multiple DNN Models and Real-Time Computation-Communication Trade-Off Via Actor-Critical Neuro-Controller.

Ningyuan Cao, Baibhab Chatterjee, Minxiang Gong, Muya Chang, Shreyas Sen, Arijit Raychowdhury

Proceedings of the IEEE Symposium on VLSI Circuits, 2020

Hardware-Aware Pruning of DNNs using LFSR-Generated Pseudo-Random Indices.

Foroozan Karimzadeh, Ningyuan Cao, Brian Crafton, Justin Romberg, Arijit Raychowdhury

Proceedings of the IEEE International Symposium on Circuits and Systems, 2020

2019

Context-Aware Intelligence in Resource-Constrained IoT Nodes: Opportunities and Challenges.

Baibhab Chatterjee, Shreyas Sen, Ningyuan Cao, Arijit Raychowdhury

IEEE Des. Test, 2019

A 65nm 1.1-to-9.1TOPS/W Hybrid-Digital-Mixed-Signal Computing Platform for Accelerating Model-Based and Model-Free Swarm Robotics.

Ningyuan Cao, Muya Chang, Arijit Raychowdhury

Proceedings of the IEEE International Solid- State Circuits Conference, 2019

A 55nm 50nJ/encode 13nJ/decode Homomorphic Encryption Crypto-Engine for IoT Nodes to Enable Secure Computation on Encrypted Data.

Insik Yoon, Ningyuan Cao, Anvesha Amaravati, Arijit Raychowdhury

Proceedings of the IEEE Custom Integrated Circuits Conference, 2019

2018

Smart Sensing for HVAC Control: Collaborative Intelligence in Optical and IR Cameras.

Ningyuan Cao, Justin Ting, Shreyas Sen, Arijit Raychowdhury

IEEE Trans. Ind. Electron., 2018

A Light-Powered Smart Camera With Compressed Domain Gesture Detection.

Anvesha Amaravati, Shaojie Xu, Ningyuan Cao, Justin Romberg, Arijit Raychowdhury

IEEE Trans. Circuits Syst. Video Technol., 2018

An Attack Graph Generation Method Based on Parallel Computing.

Ningyuan Cao, Kun Lv, Changzhen Hu

Proceedings of the Science of Cyber Security - First International Conference, 2018

2017

Self-Optimizing IoT Wireless Video Sensor Node With In-Situ Data Analytics and Context-Driven Energy-Aware Real-Time Adaptation.

Ningyuan Cao, Saad Bin Nasir, Shreyas Sen, Arijit Raychowdhury

IEEE Trans. Circuits Syst. I Regul. Pap., 2017

Collaborative intelligence in optical/IR camera based wireless sensor nodes for HVAC control.

Ningyuan Cao, Shreyas Sen, Arijit Raychowdhury

Proceedings of the 2017 IEEE SENSORS, Glasgow, United Kingdom, October 29, 2017

2016

A Light-powered, "Always-On", Smart Camera with Compressed Domain Gesture Detection.

Amaravati Anvesha, Shaojie Xu, Ningyuan Cao, Justin Romberg, Arijit Raychowdhury

Proceedings of the 2016 International Symposium on Low Power Electronics and Design, 2016