Accelerating Divergent Applications on SIMD Architectures Using Neural Networks.

Beayna Grigorian University of California, Los Angeles, CA, USA

Beayna Grigorian Glenn Reinman Accelerating Divergent Applications on SIMD Architectures Using Neural Networks. 2:1-2:23 2015 12 ACM Trans. Archit. Code Optim. 1 https://doi.org/10.1145/2717311 db/journals/taco/taco12.html#GrigorianR15

Beayna Grigorian Nazanin Farahpour Glenn Reinman BRAINIAC: Bringing reliable accuracy into neurally-implemented approximate computing. 615-626 2015 HPCA https://doi.org/10.1109/HPCA.2015.7056067 https://doi.ieeecomputersociety.org/10.1109/HPCA.2015.7056067 conf/hpca/2015 db/conf/hpca/hpca2015.html#GrigorianFR15 Beayna Grigorian High Performance Heterogeneous Acceleration: Exploiting Data Parallelism and Beyond. 2014 University of California, Los Angeles, USA http://www.escholarship.org/uc/item/921805kz http://n2t.net/ark:/13030/m50w0mn9 https://www.base-search.net/Record/eb07b44105d7d91e91af6aafb45ad5bba5218bc505cdd7e6faf0b47d91908116 base-search.net (ftcdlib:qt921805kz)

Jason Cong Mohammad Ali Ghodrat Michael Gill Beayna Grigorian Glenn Reinman Architecture Support for Domain-Specific Accelerator-Rich CMPs. 131:1-131:26 2014 13 ACM Trans. Embed. Comput. Syst. 4s https://doi.org/10.1145/2584664 db/journals/tecs/tecs13.html#CongGGGR14

Narayan Srinivasa Deying Zhang Beayna Grigorian A Robust and Scalable Neuromorphic Communication System by Combining Synaptic Time Multiplexing and MIMO-OFDM. 585-608 2014 25 IEEE Trans. Neural Networks Learn. Syst. 3 https://doi.org/10.1109/TNNLS.2013.2280126 https://www.wikidata.org/entity/Q48786905 db/journals/tnn/tnn25.html#SrinivasaZG14

Beayna Grigorian Glenn Reinman Dynamically adaptive and reliable approximate computing using light-weight error analysis. 248-255 2014 AHS https://doi.org/10.1109/AHS.2014.6880184 conf/ahs/2014 db/conf/ahs/ahs2014.html#GrigorianR14 Jason Cong Mohammad Ali Ghodrat Michael Gill Beayna Grigorian Karthik Gururaj Glenn Reinman Accelerator-Rich Architectures: Opportunities and Progresses. 180:1-180:6 2014 DAC https://doi.org/10.1145/2593069.2596667 conf/dac/2014 db/conf/dac/dac2014.html#CongGGGGR14 Beayna Grigorian Glenn Reinman Accelerating divergent applications on SIMD architectures using neural networks. 317-323 2014 ICCD https://doi.org/10.1109/ICCD.2014.6974700 https://doi.ieeecomputersociety.org/10.1109/ICCD.2014.6974700 conf/iccd/2014 db/conf/iccd/iccd2014.html#GrigorianR14 Jason Cong Mohammad Ali Ghodrat Michael Gill Beayna Grigorian Hui Huang 0001 Glenn Reinman Composable accelerator-rich microprocessor enhanced for adaptivity and longevity. 305-310 2013 ISLPED https://doi.org/10.1109/ISLPED.2013.6629314 http://dl.acm.org/citation.cfm?id=2648744 conf/islped/2013 db/conf/islped/islped2013.html#CongGGG0R13 Jason Cong Mohammad Ali Ghodrat Michael Gill Beayna Grigorian Glenn Reinman Architecture support for accelerator-rich CMPs. 843-849 2012 DAC https://doi.org/10.1145/2228360.2228512 conf/dac/2012 db/conf/dac/dac2012.html#CongGGGR12 Jason Cong Mohammad Ali Ghodrat Michael Gill Beayna Grigorian Glenn Reinman CHARM: a composable heterogeneous accelerator-rich microprocessor. 379-384 2012 ISLPED https://doi.org/10.1145/2333660.2333747 https://www.wikidata.org/entity/Q130951338 conf/islped/2012 db/conf/islped/islped2012.html#CongGGGR12 Jason Cong Beayna Grigorian Glenn Reinman Marco Vitanza Accelerating vision and navigation applications on a customizable platform. 25-32 2011 ASAP https://doi.org/10.1109/ASAP.2011.6043233 https://doi.ieeecomputersociety.org/10.1109/ASAP.2011.6043233 conf/asap/2011 db/conf/asap/asap2011.html#CongGRV11 Jason Cong Nazanin Farahpour Mohammad Ali Ghodrat Michael Gill Karthik Gururaj Hui Huang 0001 Glenn Reinman Narayan Srinivasa Marco Vitanza Deying Zhang