A Highly Scalable Restricted Boltzmann Machine Fpga Implementation

Sang Kyun Kim,Lawrence C. McAfee,Peter L. McMahon,Kunle Olukotun

International Conference on Field-Programmable Logic and Applications（2009）

引用 102|浏览29

关键词

Boltzmann machines,belief networks,field programmable gate arrays,learning (artificial intelligence),multiplying circuits,pipeline arithmetic,16-bit arithmetic precision,DBN,FPGA implementation,MADD,RBM,deep belief network,embedded hardware multiply-and-add unit,high-end CPU,machine learning,pipeline architecture,restricted boltzmann machine,software implementation

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