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Jorge Albericio
Jorge Albericio
Verified email at nvidia.com - Homepage
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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
8782016
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
5392016
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
2622017
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
1682015
Accelerating sparse deep neural networks
A Mishra, J Albericio, J Pool, D Stosic, D Stosic, G Venkatesh, C Yu, ...
arXiv preprint arXiv:2104.08378, 2021
1542021
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
1322015
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
1242016
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
702020
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
702016
The reuse cache: Downsizing the shared last-level cache
J Albericio, P Ibáñez, V Viñals, JM Llabería
Proceedings of the 46th Annual IEEE/ACM International Symposium on …, 2013
662013
Accelerator for deep neural networks
P Judd, J Albericio, AD Lascorz, A Moshovos, S Sharify
US Patent 10,387,771, 2019
572019
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
392018
Exploiting reuse locality on inclusive shared last-level caches
J Albericio, P Ibánez, V Viñals, JM Llabería
ACM Transactions on Architecture and Code Optimization (TACO) 9 (4), 1-19, 2013
282013
The inner most loop iteration counter: a new dimension in branch history
A Seznec, JS Miguel, J Albericio
Proceedings of the 48th International Symposium on Microarchitecture, 347-357, 2015
262015
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
232018
Accelerator for deep neural networks
P Judd, J Albericio, AD Lascorz, A Moshovos, S Sharifymoghaddam
US Patent 11,423,289, 2022
222022
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
182014
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
152012
Neural network accelerator
A Moshovos, AD Lascorz, Z Poulos, DM Stuart, P Judd, S Sharify, ...
US Patent App. 16/968,678, 2021
142021
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
132014
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