Jorge Albericio
Jorge Albericio
Cerebras
Verified email at cerebras.net
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Year
Cnvlutin: Ineffectual-neuron-free deep neural network computing
J Albericio, P Judd, T Hetherington, T Aamodt, NE Jerger, A Moshovos
ACM SIGARCH Computer Architecture News 44 (3), 1-13, 2016
4732016
Stripes: Bit-serial deep neural network computing
P Judd, J Albericio, T Hetherington, TM Aamodt, A Moshovos
2016 49th Annual IEEE/ACM International Symposium on Microarchitecture …, 2016
2542016
Bit-pragmatic deep neural network computing
J Albericio, A Delmás, P Judd, S Sharify, G O'Leary, R Genov, ...
Proceedings of the 50th Annual IEEE/ACM International Symposium on …, 2017
1192017
Doppelgänger: a cache for approximate computing
JS Miguel, J Albericio, A Moshovos, NE Jerger
Proceedings of the 48th International Symposium on Microarchitecture, 50-61, 2015
1032015
Reduced-precision strategies for bounded memory in deep neural nets
P Judd, J Albericio, T Hetherington, T Aamodt, NE Jerger, R Urtasun, ...
arXiv preprint arXiv:1511.05236, 2015
882015
Proteus: Exploiting numerical precision variability in deep neural networks
P Judd, J Albericio, T Hetherington, TM Aamodt, NE Jerger, A Moshovos
Proceedings of the 2016 International Conference on Supercomputing, 1-12, 2016
772016
The reuse cache: downsizing the shared last-level cache
J Albericio, P Ibáñez, V Viñals, JM Llabería
2013 46th Annual IEEE/ACM International Symposium on Microarchitecture …, 2013
522013
The bunker cache for spatio-value approximation
J San Miguel, J Albericio, NE Jerger, A Jaleel
2016 49th Annual IEEE/ACM International Symposium on Microarchitecture …, 2016
452016
The inner most loop iteration counter: a new dimension in branch history
A Seznec, J San Miguel, J Albericio
2015 48th Annual IEEE/ACM International Symposium on Microarchitecture …, 2015
25*2015
Exploiting reuse locality on inclusive shared last-level caches
J Albericio, P Ibáñez, V Viñals, JM Llabería
ACM Transactions on Architecture and Code Optimization (TACO) 9 (4), 1-19, 2013
222013
Wormhole: Wisely predicting multidimensional branches
J Albericio, J San Miguel, NE Jerger, A Moshovos
2014 47th Annual IEEE/ACM International Symposium on Microarchitecture, 509-520, 2014
142014
ABS: A low-cost adaptive controller for prefetching in a banked shared last-level cache
J Albericio, R Gran, P Ibánez, V Viñals, JM Llabería
ACM Transactions on Architecture and Code Optimization (TACO) 8 (4), 1-20, 2012
142012
Proteus: Exploiting precision variability in deep neural networks
P Judd, J Albericio, T Hetherington, T Aamodt, NE Jerger, R Urtasun, ...
Parallel Computing 73, 40-51, 2018
92018
Evaluating the memory system behavior of smartphone workloads
G Narancic, P Judd, D Wu, I Atta, M Elnacouzi, J Zebchuk, J Albericio, ...
2014 International Conference on Embedded Computer Systems: Architectures …, 2014
82014
Value-Based Deep-Learning Acceleration
A Moshovos, J Albericio, P Judd, AD Lascorz, S Sharify, T Hetherington, ...
IEEE Micro 38 (1), 41-55, 2018
62018
Wormhole branch prediction using multidimensional histories
J Albericio, J San Miguel, NE Jerger, A Moshovos
JWAC-4: Championship Branch Prediction, 2014
42014
Exploiting Typical Values to Accelerate Deep Learning
A Moshovos, J Albericio, P Judd, AD Lascorz, S Sharify, Z Poulos, ...
Computer 51 (5), 18-30, 2018
32018
Practical multidimensional branch prediction
A Seznec, J San Miguel, J Albericio
IEEE Micro 36 (3), 10-19, 2016
32016
Characterization and cost-efficient selection of NoC topologies for general purpose CMPs
M Ortín, A Ferrerón, J Albericio, D Suárez, M Villarroya-Gaudó, C Izu, ...
Proceedings of the 2013 Interconnection Network Architecture: On-Chip, Multi …, 2013
22013
Tensordash: Exploiting sparsity to accelerate deep neural network training
M Mahmoud, I Edo, AH Zadeh, OM Awad, G Pekhimenko, J Albericio, ...
2020 53rd Annual IEEE/ACM International Symposium on Microarchitecture …, 2020
12020
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