Tayler H. Hetherington

11 papers A* 3A 1B 1Journal 4Unranked 2
YearRankTypeTitle / Venue / Authors
2018 J jnl
Exploiting Typical Values to Accelerate Deep Learning.
Computer
Andreas Moshovos, Jorge Albericio, Patrick Judd, Alberto Delmas Lascorz, Sayeh Sharify, Zissis Poulos, Tayler H. Hetherington, Tor M. Aamodt, Natalie D. Enright Jerger
2018 — conf
Identifying and Exploiting Ineffectual Computations to Enable Hardware Acceleration of Deep Learning.
NEWCAS
Andreas Moshovos, Jorge Albericio, Patrick Judd, Alberto Delmas, Sayeh Sharify, Mostafa Mahmoud, Tayler H. Hetherington, Milos Nikolic, Dylan Malone Stuart, Kevin Siu, Zissis Poulos, Tor M. Aamodt, Natalie D. Enright Jerger
2018 J jnl
Proteus: Exploiting precision variability in deep neural networks.
Parallel Comput.
Patrick Judd, Jorge Albericio, Tayler H. Hetherington, Tor M. Aamodt, Natalie D. Enright Jerger, Raquel Urtasun, Andreas Moshovos
2018 J jnl
Value-Based Deep-Learning Acceleration.
IEEE Micro
Andreas Moshovos, Jorge Albericio, Patrick Judd, Alberto Delmas Lascorz, Sayeh Sharify, Tayler H. Hetherington, Tor M. Aamodt, Natalie D. Enright Jerger
2016 A* conf
Cnvlutin: Ineffectual-Neuron-Free Deep Neural Network Computing.
ISCA
Jorge Albericio, Patrick Judd, Tayler H. Hetherington, Tor M. Aamodt, Natalie D. Enright Jerger, Andreas Moshovos
2016 A conf
Proteus: Exploiting Numerical Precision Variability in Deep Neural Networks.
ICS
Patrick Judd, Jorge Albericio, Tayler H. Hetherington, Tor M. Aamodt, Natalie D. Enright Jerger, Andreas Moshovos
2016 A* conf
Stripes: Bit-serial deep neural network computing.
MICRO
Patrick Judd, Jorge Albericio, Tayler H. Hetherington, Tor M. Aamodt, Andreas Moshovos
2015 — conf
MemcachedGPU: scaling-up scale-out key-value stores.
SoCC
Tayler H. Hetherington, Mike O'Connor, Tor M. Aamodt
2015 J jnl
Reduced-Precision Strategies for Bounded Memory in Deep Neural Nets.
CoRR
Patrick Judd, Jorge Albericio, Tayler H. Hetherington, Tor M. Aamodt, Natalie D. Enright Jerger, Raquel Urtasun, Andreas Moshovos
2013 A* conf
GPUWattch: enabling energy optimizations in GPGPUs.
ISCA
Jingwen Leng, Tayler H. Hetherington, Ahmed ElTantawy, Syed Zohaib Gilani, Nam Sung Kim, Tor M. Aamodt, Vijay Janapa Reddi
2012 B conf
Characterizing and evaluating a key-value store application on heterogeneous CPU-GPU systems.
ISPASS
Tayler H. Hetherington, Timothy G. Rogers, Lisa Hsu, Mike O'Connor, Tor M. Aamodt