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CUDA

BIDMach – Deep Learning with GPUs

February 18, 2015 0

A great article over at the NVIDIA Parallel FORALL blog: BIDMach: Machine Learning at the Limit with GPUs by John Canny over at Berkeley. Introduction: Deep learning has made enormous leaps forward thanks to GPU hardware. But much Big Data analysis is still done with classical methods on sparse data. Read more …

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Saliency Detection on NVIDIA Jetson TK1

November 12, 2014 0

YouTube user Sethu Jose did a nice little clip of Saliency Detection on the NVIDIA Jetson TK1. The code is based on this paper: A Model of Saliency-based Visual Attention for Rapid Scene Analysis by Laurent Itti, Christof Koch and Ernst Niebur. Looks like fun!

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NVIDIA Jetson TK1 used for Synthetic Aperture Radar Imaging

October 14, 2014 0

At the IEEE High Performance Extreme Computing Conference (HPEC ’14) in September, Massimiliano Fatica and Everett Phillips from NVIDIA presented a paper Synthetic Aperture Radar imaging on a CUDA-enabled mobile platform. The imaging was done on a Jetson TK1! The abstract: This paper presents the details of a Synthetic Aperture Read more …

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NVIDIA Jetson TK1 scores well in SLAMBench introduction

October 9, 2014 0

Researchers in the UK have published a paper “Introducing SLAMBench, a performance and accuracy benchmarking methodology for SLAM” which included the NVIDIA Jetson TK1 in their testing. SLAMBench is a publicly available software framework which provides a KinectFusion implementation in C++, OpenMP, OpenCL and CUDA. Simultaneous localization and mapping (SLAM) Read more …

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