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SBACPAD
2008
IEEE
249views Hardware» more  SBACPAD 2008»
14 years 10 days ago
Processing Neocognitron of Face Recognition on High Performance Environment Based on GPU with CUDA Architecture
This work presents an implementation of Neocognitron Neural Network, using a high performance computing architecture based on GPU (Graphics Processing Unit). Neocognitron is an ar...
Gustavo Poli, José Hiroki Saito, Joã...
ISPASS
2010
IEEE
14 years 25 days ago
Demystifying GPU microarchitecture through microbenchmarking
—Graphics processors (GPU) offer the promise of more than an order of magnitude speedup over conventional processors for certain non-graphics computations. Because the ften prese...
Henry Wong, Misel-Myrto Papadopoulou, Maryam Sadoo...
JPDC
2008
167views more  JPDC 2008»
13 years 6 months ago
A performance study of general-purpose applications on graphics processors using CUDA
Graphics processors (GPUs) provide a vast number of simple, data-parallel, deeply multithreaded cores and high memory bandwidths. GPU architectures are becoming increasingly progr...
Shuai Che, Michael Boyer, Jiayuan Meng, David Tarj...
ISPASS
2009
IEEE
14 years 23 days ago
Analyzing CUDA workloads using a detailed GPU simulator
Modern Graphic Processing Units (GPUs) provide sufficiently flexible programming models that understanding their performance can provide insight in designing tomorrow’s manyco...
Ali Bakhoda, George L. Yuan, Wilson W. L. Fung, He...
ASPLOS
2009
ACM
14 years 23 days ago
Performance analysis of accelerated image registration using GPGPU
This paper presents a performance analysis of an accelerated 2-D rigid image registration implementation that employs the Compute Unified Device Architecture (CUDA) programming e...
Peter Bui, Jay B. Brockman