Plasticine

Raghu Prabhakar, Yaqi Zhang, David Koeplinger, +6

Hardware SecurityReconfigurable ArchitecturesEngineeringHardware AccelerationProgram Analysis +10

Spatial: a language and compiler for application accelerators

David Koeplinger, Matthew Feldman, Raghu Prabhakar, +8

EngineeringEnergy EfficiencyCompiler TechnologyHls ToolsComputer Architecture +19

Impact of FPGA architecture on resource sharing in high-level synthesis

Stefan Hadjis, Andrew Canis, Jason H. Anderson, +4

EngineeringFpga ArchitectureComputer ArchitectureSystem SynthesisHardware Architecture +14

Omnivore: An Optimizer for Multi-device Deep Learning on CPUs and GPUs

Stefan Hadjis, Ce Zhang, Ioannis Mitliagkas

arXiv (Cornell University)

Cluster ComputingConvolutional Neural NetworkEngineeringMachine LearningTradeoff Space +14

Caffe con Troll

Stefan Hadjis, Firas Abuzaid, Ce Zhang, +1

Convolutional Neural NetworkEngineeringMachine LearningHardware AccelerationPopular Framework Caffe +10

Plasticine

Raghu Prabhakar, Yaqi Zhang, David Koeplinger, +6

ACM SIGARCH Computer Architecture News

Hardware SecurityEngineeringHardware AccelerationProgram AnalysisHigh-performance Architecture +11

Spatial: a language and compiler for application accelerators

David Koeplinger, Matthew Feldman, Raghu Prabhakar, +8

ACM SIGPLAN Notices

EngineeringCompiler TechnologyHigher Level LanguagesComputer ArchitectureSoftware Engineering +18

Automating the Design of Processor/Accelerator Embedded Systems with LegUp High-Level Synthesis

Blair Fort, Andrew Canis, Jongsok Choi, +9

Soc FpgaHardware ModelingEngineeringHardware Verification LanguageComputer Architecture +21

Caffe con Troll: Shallow Ideas to Speed Up Deep Learning

Stefan Hadjis, Firas Abuzaid, Ce Zhang, +1

arXiv (Cornell University)

Artificial IntelligenceConvolutional Neural NetworkEngineeringMachine LearningData Science +12

Asynchrony begets momentum, with an application to deep learning

Ioannis Mitliagkas, Ce Zhang, Stefan Hadjis, +1

Artificial IntelligenceAsynchronous MethodsConvolutional Neural NetworkAsynchrony Begets MomentumMachine Learning +8