Jinhang Choi

According to our database, Jinhang Choi authored at least 10 papers between 2009 and 2019.

Collaborative distances:

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

2019

Byzantine-Tolerant Inference in Distributed Deep Intelligent System: Challenges and Opportunities.

Jinhang Choi, Zeinab Hakimi, John Sampson, Vijaykrishnan Narayanan

IEEE J. Emerg. Sel. Topics Circuits Syst., 2019

Context-Aware Convolutional Neural Network over Distributed System in Collaborative Computing.

Jinhang Choi, Zeinab Hakimi, Philip Wootaek Shin, Jack Sampson, Vijaykrishnan Narayanan

Proceedings of the 56th Annual Design Automation Conference 2019, 2019

2018

A Power-Efficient Hybrid Architecture Design for Image Recognition Using CNNs.

Jinhang Choi, Srivatsa Rangachar Srinivasa, Yasuki Tanabe, Jack Sampson, Vijaykrishnan Narayanan

Proceedings of the 2018 IEEE Computer Society Annual Symposium on VLSI, 2018

Stochastic Functional Verification of DNN Design through Progressive Virtual Dataset Generation.

Jinhang Choi, Kevin M. Irick, Justin Hardin, Weichao Qiu, Alan L. Yuille, Jack Sampson, Vijaykrishnan Narayanan

Proceedings of the IEEE International Symposium on Circuits and Systems, 2018

Drones as collaborative sensors for image recognition.

Peter A. Zientara, Jinhang Choi, Jack Sampson, Vijaykrishnan Narayanan

Proceedings of the IEEE International Conference on Consumer Electronics, 2018

Heuristic Approximation of Early-Stage CNN Data Representation for Vision Intelligence Systems.

Jinhang Choi, Jack Sampson, Vijaykrishnan Narayanan

Proceedings of the 36th IEEE International Conference on Computer Design, 2018

2017

Co-training of Feature Extraction and Classification using Partitioned Convolutional Neural Networks.

Wei-Yu Tsai, Jinhang Choi, Tulika Parija, Priyanka Gomatam, Chita R. Das, John Sampson, Vijaykrishnan Narayanan

Proceedings of the 54th Annual Design Automation Conference, 2017

2013

Exploiting Application/System-Dependent Ambient Temperature for Accurate Microarchitectural Simulation.

Hyung Beom Jang, Jinhang Choi, Ikroh Yoon, Sung-Soo Lim, Seungwon Shin, Naehyuck Chang, Sung Woo Chung

IEEE Trans. Computers, 2013

2010

Exploiting application-dependent ambient temperature for accurate architectural simulation.

Hyung Beom Jang, Jinhang Choi, Ikroh Yoon, Sung-Soo Lim, Seungwon Shin, Naehyuck Chang, Sung Woo Chung

Proceedings of the 28th International Conference on Computer Design, 2010

2009

Energy-optimal dynamic thermal management for green computing.

Donghwa Shin, Jihun Kim, Naehyuck Chang, Jinhang Choi, Sung Woo Chung, Eui-Young Chung

Proceedings of the 2009 International Conference on Computer-Aided Design, 2009