Jorge Albericio

26 papers A* 9A 1Journal 12Unranked 4
YearRankTypeTitle / Venue / Authors
2022 J jnl
Guest Editorial: IEEE TC Special Issue: Hardware Acceleration of Machine Learning.
IEEE Trans. Computers
Michael Ferdman, Jorge Albericio, Tushar Krishna, Peter A. Milder
2020 J jnl
TensorDash: Exploiting Sparsity to Accelerate Deep Neural Network Training and Inference.
CoRR
Mostafa Mahmoud, Isak Edo Vivancos, Ali Hadi Zadeh, Omar Mohamed Awad, Gennady Pekhimenko, Jorge Albericio, Andreas Moshovos
2020 A* conf
TensorDash: Exploiting Sparsity to Accelerate Deep Neural Network Training.
MICRO
Mostafa Mahmoud, Isak Edo, Ali Hadi Zadeh, Omar Mohamed Awad, Gennady Pekhimenko, Jorge Albericio, Andreas Moshovos
2019 J jnl
Accelerating Image-Sensor-Based Deep Learning Applications.
IEEE Micro
Mostafa Mahmoud, Dylan Malone Stuart, Zissis Poulos, Alberto Delmas Lascorz, Patrick Judd, Sayeh Sharify, Milos Nikolic, Kevin Siu, Isak Edo Vivancos, Jorge Albericio, Andreas Moshovos
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
2017 — conf
Bit-Pragmatic Deep Neural Network Computing.
ICLR (Workshop)
Jorge Albericio, Patrick Judd, Alberto Delmas, Sayeh Sharify, Andreas Moshovos
2017 A* conf
Bit-pragmatic deep neural network computing.
MICRO
Jorge Albericio, Alberto Delmas, Patrick Judd, Sayeh Sharify, Gerard O'Leary, Roman Genov, Andreas Moshovos
2017 J jnl
Stripes: Bit-Serial Deep Neural Network Computing.
IEEE Comput. Archit. Lett.
Patrick Judd, Jorge Albericio, Andreas Moshovos
2016 J jnl
Bit-pragmatic Deep Neural Network Computing.
CoRR
Jorge Albericio, Patrick Judd, Alberto Delmas Lascorz, Sayeh Sharify, Andreas Moshovos
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 J jnl
Practical Multidimensional Branch Prediction.
IEEE Micro
André Seznec, Joshua San Miguel, Jorge Albericio
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
2016 A* conf
The Bunker Cache for spatio-value approximation.
MICRO
Joshua San Miguel, Jorge Albericio, Natalie D. Enright Jerger, Aamer Jaleel
2015 A* conf
Doppelgänger: a cache for approximate computing.
MICRO
Joshua San Miguel, Jorge Albericio, Andreas Moshovos, Natalie D. Enright Jerger
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
2015 A* conf
The inner most loop iteration counter: a new dimension in branch history.
MICRO
André Seznec, Joshua San Miguel, Jorge Albericio
2014 — conf
Evaluating the memory system behavior of smartphone workloads.
ICSAMOS
Goran Narancic, Patrick Judd, Di Wu, Islam Atta, Michel Elnacouzi, Jason Zebchuk, Jorge Albericio, Natalie D. Enright Jerger, Andreas Moshovos, Kyros Kutulakos, Serag GadelRab
2014 A* conf
Wormhole: Wisely Predicting Multidimensional Branches.
MICRO
Jorge Albericio, Joshua San Miguel, Natalie D. Enright Jerger, Andreas Moshovos
2013 — conf
Characterization and cost-efficient selection of NoC topologies for general purpose CMPs.
INA-OCMC@HiPEAC
Marta Ortín, Alexandra Ferreron, Jorge Albericio, Darío Suárez Gracia, María Villarroya-Gaudó, Cruz Izu, Víctor Viñals
2013 J jnl
Exploiting reuse locality on inclusive shared last-level caches.
ACM Trans. Archit. Code Optim.
Jorge Albericio, Pablo Ibáñez, Víctor Viñals, José María Llabería
2013 A* conf
The reuse cache: downsizing the shared last-level cache.
MICRO
Jorge Albericio, Pablo Ibáñez, Víctor Viñals, José M. Llabería
2012 J jnl
ABS: A low-cost adaptive controller for prefetching in a banked shared last-level cache.
ACM Trans. Archit. Code Optim.
Jorge Albericio, Ruben Gran Tejero, Pablo Ibáñez, Víctor Viñals, José María Llabería