Jeffrey Draper

Publication Activity (10 Years)

Years Active: 1998-2019
Publications (10 Years): 12

Top Topics

Distributed Memory

Stochastic Optimization

Structural Design

Top Venues

ACM Great Lakes Symposium on VLSI

Publications

Zhe Li, Ji Li, Ao Ren, Ruizhe Cai, Caiwen Ding, Xuehai Qian, Jeffrey Draper, Bo Yuan, Jian Tang, Qinru Qiu, Yanzhi Wang
HEIF: Highly Efficient Stochastic Computing-Based Inference Framework for Deep Neural Networks. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 38 (8) (2019)
Ji Li, Zihao Yuan, Zhe Li, Ao Ren, Caiwen Ding, Jeffrey Draper, Shahin Nazarian, Qinru Qiu, Bo Yuan, Yanzhi Wang
Normalization and dropout for stochastic computing-based deep convolutional neural networks. Integr. 65 (2019)
Yang Zhang, Ji Li, Huimei Cheng, Haipeng Zha, Jeffrey Draper, Peter A. Beerel
Yield modelling and analysis of bundled data and ring-oscillator based designs. IET Comput. Digit. Tech. 13 (3) (2019)
Zhe Li, Ji Li, Ao Ren, Caiwen Ding, Jeffrey Draper, Qinru Qiu, Bo Yuan, Yanzhi Wang
Towards Budget-Driven Hardware Optimization for Deep Convolutional Neural Networks Using Stochastic Computing. ISVLSI (2018)
Raghav Mehta, Yuyang Huang, Mingxi Cheng, Shrey Bagga, Nishant Mathur, Ji Li, Jeffrey Draper, Shahin Nazarian
High performance training of deep neural networks using pipelined hardware acceleration and distributed memory. ISQED (2018)
Zhe Li, Ji Li, Ao Ren, Caiwen Ding, Jeffrey Draper, Qinru Qiu, Bo Yuan, Yanzhi Wang
Towards Budget-Driven Hardware Optimization for Deep Convolutional Neural Networks using Stochastic Computing. CoRR (2018)
Ji Li, Jeffrey Draper
Accelerated Soft-Error-Rate (SER) Estimation for Combinational and Sequential Circuits. ACM Trans. Design Autom. Electr. Syst. 22 (3) (2017)
Ji Li, Zihao Yuan, Zhe Li, Caiwen Ding, Ao Ren, Qinru Qiu, Jeffrey Draper, Yanzhi Wang
Hardware-driven nonlinear activation for stochastic computing based deep convolutional neural networks. IJCNN (2017)
Zihao Yuan, Ji Li, Zhe Li, Caiwen Ding, Ao Ren, Bo Yuan, Qinru Qiu, Jeffrey Draper, Yanzhi Wang
Softmax Regression Design for Stochastic Computing Based Deep Convolutional Neural Networks. ACM Great Lakes Symposium on VLSI (2017)
Zhe Li, Ao Ren, Ji Li, Qinru Qiu, Bo Yuan, Jeffrey Draper, Yanzhi Wang
Structural design optimization for deep convolutional neural networks using stochastic computing. DATE (2017)
Michael J. Wirthlin, Andrew M. Keller, Chase McCloskey, Parker Ridd, David S. Lee, Jeffrey Draper
SEU Mitigation and Validation of the LEON3 Soft Processor Using Triple Modular Redundancy for Space Processing. FPGA (2016)
Ji Li, Jeffrey Draper
Accelerating soft-error-rate (SER) estimation in the presence of single event transients. DAC (2016)
Gopi Neela, Jeffrey Draper
Congestion-aware optimal techniques for assigning inter-tier signals to 3D-vias in a 3DIC. 3DIC (2015)
Neela Gopi, Jeffrey Draper
Modeling the Impact of TSVs on Average Wire Length in 3DICs Using a Tier-Level Hierarchical Approach. ISVLSI (2014)
Gopi Neela, Jeffrey Draper
A multi-mode energy-efficient double-precision floating-point multiplier. MWSCAS (2014)
Neela Gopi, Jeffrey Draper
Optimal techniques for assigning inter-tier signals to 3D-vias with path control in a 3DIC. ISCAS (2014)
David S. Lee, Jeffrey Draper
A framework to quantify FPGA design hardness against radiation-induced single event effects. MWSCAS (2014)
Aditya M. Deshpande, Jeffrey Draper
Leakage energy estimates for HPC applications. E2SC@SC (2013)
Neela Gopi, Jeffrey Draper
An asymmetric adaptive-precision energy-efficient 3DIC multiplier. ACM Great Lakes Symposium on VLSI (2013)
Neela Gopi, Jeffrey Draper
Techniques for assigning inter-tier signals to bondpoints in a face-to-face bonded 3DIC. 3DIC (2013)
Neela Gopi, Jeffrey Draper
Logic-on-logic partitioning techniques for 3-dimensional integrated circuits. ISCAS (2013)
Aditya M. Deshpande, Jeffrey Draper
Comparing squaring and cubing units with multipliers. MWSCAS (2012)
Gopi Neela, Jeffrey Draper
Challenges in 3DIC implementation of a design using current CAD tools. MWSCAS (2012)
Joong-Seok Moon, Taek-Jun Kwon, Jeff Sondeen, Jeffrey Draper
An area-efficient standard-cell floating-point unit design for a processing-in-memory system. ESSCIRC (2003)
Herming Chiueh, Jeffrey Draper, John Choma Jr.
A dynamic thermal management circuit for system-on-chip designs. ICECS (2001)
Louis Luh, John Choma Jr., Jeffrey Draper
A Zener-diode-activated ESD protection circuit for sub-micron CMOS processes. ISCAS (2000)
Louis Luh, John Choma Jr., Jeffrey Draper
Performance optimization for high-order continuous-time ΣΔ modulators with extra loop delay. ISCAS (2000)
Louis Luh, John Choma Jr., Jeffrey Draper
Feed-forward gain compensation for CMOS continuous-time ΣΔ modulators. ICECS (1999)
Louis Luh, John Choma Jr., Jeffrey Draper
A high-speed high-resolution CMOS current comparator. ICECS (1999)
Louis Luh, John Choma Jr., Jeffrey Draper
A high-speed fully differential current switch. ICECS (1998)
Louis Luh, John Choma Jr., Jeffrey Draper
A continuous-time common-mode feedback circuit (CMFB) for high-impedance current mode application. ICECS (1998)