Implementation of the optimization algorithms on GPGPU architecture and multi-cores

Li Liang
Telecom Bretagne/Team CAIRN,IRISA
Telecom Bretagne/Team CAIRN,IRISA, 2011


   title={Implementation of the optimization algorithms on GPGPU architecture and multi-cores},

   author={Liang, Li},



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This bibliography study mainly synthesize the key ideas of the parallel architectures, neural network models, and discuss the implementation algorithm design methods that will be used on the GPGPU and multicores to realize the optimizations. Since the neural network computational models are regarded as valuable tools to solve many scientific and practical problems, and it is highly parallel, the hardware support and its software approach are worthy to be employed to get a better performance. In this report, Section 1 introduce the basic notions about this topic. Section 2 interpret the aspects of the parallel structure. Section 3 talks about the neural network and Section 4 discuss the common parallel techniques and the algorithms implementations.
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