Jinhang Choi

Publication Activity (10 Years)

Years Active: 2009-2019
Publications (10 Years): 7

Top Topics

Wavelet Packet Decomposition

Data Representations

Pavement Distress

Convolutional Neural Networks

Top Venues

IEEE J. Emerg. Sel. Topics Circuits Syst.

IEEE Trans. Computers

Publications

Jinhang Choi, Zeinab Hakimi, John Sampson, Vijaykrishnan Narayanan
Byzantine-Tolerant Inference in Distributed Deep Intelligent System: Challenges and Opportunities. IEEE J. Emerg. Sel. Topics Circuits Syst. 9 (3) (2019)
Jinhang Choi, Zeinab Hakimi, Philip W. Shin, Jack Sampson, Vijaykrishnan Narayanan
Context-Aware Convolutional Neural Network over Distributed System in Collaborative Computing. DAC (2019)
Jinhang Choi, Srivatsa Rangachar Srinivasa, Yasuki Tanabe, Jack Sampson, Vijaykrishnan Narayanan
A Power-Efficient Hybrid Architecture Design for Image Recognition Using CNNs. ISVLSI (2018)
Jinhang Choi, Kevin M. Irick, Justin Hardin, Weichao Qiu, Alan L. Yuille, Jack Sampson, Vijaykrishnan Narayanan
Stochastic Functional Verification of DNN Design through Progressive Virtual Dataset Generation. ISCAS (2018)
Peter A. Zientara, Jinhang Choi, Jack Sampson, Vijaykrishnan Narayanan
Drones as collaborative sensors for image recognition. ICCE (2018)
Jinhang Choi, Jack Sampson, Vijaykrishnan Narayanan
Heuristic Approximation of Early-Stage CNN Data Representation for Vision Intelligence Systems. ICCD (2018)
Wei-Yu Tsai, Jinhang Choi, Tulika Parija, Priyanka Gomatam, Chita R. Das, John Sampson, Vijaykrishnan Narayanan
Co-training of Feature Extraction and Classification using Partitioned Convolutional Neural Networks. DAC (2017)
Hyung Beom Jang, Jinhang Choi, Ikroh Yoon, Sung-Soo Lim, Seungwon Shin, Naehyuck Chang, Sung Woo Chung
Exploiting Application/System-Dependent Ambient Temperature for Accurate Microarchitectural Simulation. IEEE Trans. Computers 62 (4) (2013)
Hyung Beom Jang, Jinhang Choi, Ikroh Yoon, Sung-Soo Lim, Seungwon Shin, Naehyuck Chang, Sung Woo Chung
Exploiting application-dependent ambient temperature for accurate architectural simulation. ICCD (2010)
Donghwa Shin, Jihun Kim, Naehyuck Chang, Jinhang Choi, Sung Woo Chung, Eui-Young Chung
Energy-optimal dynamic thermal management for green computing. ICCAD (2009)