Jason Clemons

发表

A patch memory system for image processing and computer vision

Chih-Chi Cheng, Jason Clemons, Iuri Frosio, 2016, 2016 49th Annual IEEE/ACM International Symposium on Microarchitecture (MICRO).

INVITED: A Modular Digital VLSI Flow for High-Productivity SoC Design

Christopher Torng, Shreesha Srinath, Brucek Khailany, 2018, 2018 55th ACM/ESDA/IEEE Design Automation Conference (DAC).

A 0.11 PJ/OP, 0.32-128 Tops, Scalable Multi-Chip-Module-Based Deep Neural Network Accelerator Designed with A High-Productivity vlsi Methodology

William J. Dally, Yanqing Zhang, Brucek Khailany, 2019, 2019 IEEE Hot Chips 31 Symposium (HCS).

Scene Understanding for the Visually Impaired Using Visual Sonification by Visual Feature Analysis and Auditory Signatures

Silvio Savarese, Mohit Bagra, Jason Clemons, 2012 .

Automotive Computing

Jason Clemons, Hsien-Hsin Sean Lee, 2018, IEEE Micro.

MEVBench: A mobile computer vision benchmarking suite

Silvio Savarese, Todd M. Austin, Jason Clemons, 2011, 2011 IEEE International Symposium on Workload Characterization (IISWC).

Virtualizing Deep Neural Networks for Memory-Efficient Neural Network Design pdf

Natalia Gimelshein, Jason Clemons, Stephen W. Keckler, 2016, ArXiv.

Computer Architectures for Mobile Computer Vision Systems

Jason Clemons, Jason Clemons, 2013 .

A real-time energy-efficient superpixel hardware accelerator for mobile computer vision applications

Brucek Khailany, Jason Clemons, Iuri Frosio, 2016, 2016 53nd ACM/EDAC/IEEE Design Automation Conference (DAC).

Structurally Sparsified Backward Propagation for Faster Long Short-Term Memory Training pdf

Yuan Xie, Jason Clemons, Stephen W. Keckler, 2018, ArXiv.

Simba: Scaling Deep-Learning Inference with Multi-Chip-Module-Based Architecture

William J. Dally, Yanqing Zhang, Brucek Khailany, 2019, MICRO.

MVSS: Michigan Visual Sonification System

Silvio Savarese, Sid Ying-Ze Bao, Todd M. Austin, 2012, 2012 IEEE International Conference on Emerging Signal Processing Applications.

A modular digital VLSI flow for high-productivity SoC design

Christopher Torng, Shreesha Srinath, Brucek Khailany, 2018, DAC.

Training Long Short-Term Memory With Sparsified Stochastic Gradient Descent

Yuan Xie, Jason Clemons, Stephen W. Keckler, 2017 .

EVA: An efficient vision architecture for mobile systems

Silvio Savarese, Todd M. Austin, Jason Clemons, 2013, 2013 International Conference on Compilers, Architecture and Synthesis for Embedded Systems (CASES).

Reinforcement Learning through Asynchronous Advantage Actor-Critic on a GPU

Stephen Tyree, Jan Kautz, Jason Clemons, 2016, ICLR.

EFFEX: An embedded processor for computer vision based feature extraction

Silvio Savarese, Robert Perricone, Andrew Jones, 2011, 2011 48th ACM/EDAC/IEEE Design Automation Conference (DAC).

Buffets: An Efficient and Composable Storage Idiom for Explicit Decoupled Data Orchestration

Jason Clemons, Stephen W. Keckler, Joel S. Emer, 2019, ASPLOS.

A 0.11 pJ/Op, 0.32-128 TOPS, Scalable Multi-Chip-Module-based Deep Neural Network Accelerator with Ground-Reference Signaling in 16nm

William J. Dally, Brucek Khailany, Stephen G. Tell, 2019, 2019 Symposium on VLSI Circuits.

GA3C: GPU-based A3C for Deep Reinforcement Learning pdf

Stephen Tyree, Jan Kautz, Jason Clemons, 2016, ArXiv.

vDNN: Virtualized deep neural networks for scalable, memory-efficient neural network design

Natalia Gimelshein, Jason Clemons, Stephen W. Keckler, 2016, 2016 49th Annual IEEE/ACM International Symposium on Microarchitecture (MICRO).

A 0.32–128 TOPS, Scalable Multi-Chip-Module-Based Deep Neural Network Inference Accelerator With Ground-Referenced Signaling in 16 nm

William J. Dally, Yanqing Zhang, Brucek Khailany, 2020, IEEE Journal of Solid-State Circuits.

MAGNet: A Modular Accelerator Generator for Neural Networks

William J. Dally, Brucek Khailany, Jason Clemons, 2019, 2019 IEEE/ACM International Conference on Computer-Aided Design (ICCAD).