Abstract:NVIDIA GPUs is a typical Stream Processor device, and have a high performance of floating-point operations. CUDA uses a bran-new computing architecture, and provides greater computing ability for large scale data computing application than CPU. The learning algorithm of BP neural network has a high compute-intensive and rules, and be very suitable for the Stream Processor architecture. Using CUDA technology, the CUBLAS mathematical library and self-Kernels library, supported by NV Geforce GTX280 as hardware, m… Show more
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