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Brian Van Essen
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Communication quantization for data-parallel training of deep neural networks
N Dryden, SA Jacobs, T Moon, B Van Essen
Proceedings of the Workshop on Machine Learning in High Performance …, 2016
2492016
Accelerating a random forest classifier: Multi-core, GP-GPU, or FPGA?
B Van Essen, C Macaraeg, M Gokhale, R Prenger
Field-Programmable Custom Computing Machines (FCCM), 2012 IEEE 20th Annual …, 2012
2272012
SPR: an architecture-adaptive CGRA mapping tool
S Friedman, A Carroll, B Van Essen, B Ylvisaker, C Ebeling, S Hauck
Proceedings of the ACM/SIGDA international symposium on Field programmable …, 2009
1602009
Truenorth ecosystem for brain-inspired computing: scalable systems, software, and applications
J Sawada, F Akopyan, AS Cassidy, B Taba, MV Debole, P Datta, ...
High Performance Computing, Networking, Storage and Analysis, SC16 …, 2016
1092016
TrueNorth Ecosystem for Brain-Inspired Computing: Scalable Systems, Software, and Applications
BC Van Essen, EX Wang, DP Widemann, Q Wu, WE Murphy, ...
109*2016
LBANN: Livermore big artificial neural network HPC toolkit
B Van Essen, H Kim, R Pearce, K Boakye, B Chen
Proceedings of the Workshop on Machine Learning in High-Performance …, 2015
1012015
DI-MMAP—a scalable memory-map runtime for out-of-core data-intensive applications
B Van Essen, H Hsieh, S Ames, R Pearce, M Gokhale
Cluster Computing 18 (1), 15-28, 2015
732015
On the role of NVRAM in data-intensive architectures: an evaluation
B Van Essen, R Pearce, S Ames, M Gokhale
Parallel & Distributed Processing Symposium (IPDPS), 2012 IEEE 26th …, 2012
642012
Quadratic Unconstrained Binary Optimization (QUBO) on neuromorphic computing system
MZ Alom, B Van Essen, AT Moody, DP Widemann, TM Taha
Neural Networks (IJCNN), 2017 International Joint Conference on, 3922-3929, 2017
472017
Large-scale deep learning on the YFCC100M dataset
K Ni, R Pearce, K Boakye, B Van Essen, D Borth, B Chen, E Wang
arXiv preprint arXiv:1502.03409, 2015
402015
Method of securing programmable logic configuration data
BC Van Essen, JW Kidd, CM Petersen, HH Schmit
US Patent 7,197,647, 2007
402007
DI-MMAP: A high performance memory-map runtime for data-intensive applications
B Van Essen, H Hsieh, S Ames, M Gokhale
High Performance Computing, Networking, Storage and Analysis (SCC), 2012 SC …, 2012
372012
Method of securing programmable logic configuration data
BC Van Essen, JW Kidd, CM Petersen, HH Schmit
US Patent 7,711,964, 2010
332010
Designing a coarse-grained reconfigurable architecture for power efficiency
A Carroll, S Friedman, B Van Essen, A Wood, B Ylvisaker, C Ebeling, ...
Department of Energy NA-22 University Information Technical Interchange …, 2007
332007
Towards a distributed large-scale dynamic graph data store
K Iwabuchi, S Sallinen, R Pearce, B Van Essen, M Gokhale, S Matsuoka
Parallel and Distributed Processing Symposium Workshops, 2016 IEEE …, 2016
322016
Static versus scheduled interconnect in coarse-grained reconfigurable arrays
B Van Essen, A Wood, A Carroll, S Friedman, R Panda, B Ylvisaker, ...
Field Programmable Logic and Applications, 2009. FPL 2009. International …, 2009
322009
Integrated in-system storage architecture for high performance computing
D Kimpe, K Mohror, A Moody, B Van Essen, M Gokhale, R Ross, ...
Proceedings of the 2nd International Workshop on Runtime and Operating …, 2012
312012
A container-based approach to OS specialization for exascale computing
JA Zounmevo, S Perarnau, K Iskra, K Yoshii, R Gioiosa, BC Van Essen, ...
Cloud Engineering (IC2E), 2015 IEEE International Conference on, 359-364, 2015
252015
A Spike-Based Long Short-Term Memory on a Neurosynaptic Processor
A Shrestha, K Ahmed, Y Wang, DP Widemann, AT Moody, BC Van Essen, ...
24*
Towards Scalable Parallel Training of Deep Neural Networks
SA Jacobs, N Dryden, R Pearce, B Van Essen
Lawrence Livermore National Lab.(LLNL), Livermore, CA (United States), 2017
202017
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