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In order to achieve fast IC design, reduce development cycle and cost, Key Lab of Integrated Microsystems in Peking University proposed Array Processing for Unification Architecture(APU) which consists of four kinds of operators: computation, data path, control and MEM operators to replace the configurable logic block in current FPGA fabric. In this paper, a reconfigurable convolution operator based...
K-nearest neighbor (KNN) classification algorithm performs slowly for large scale training set and high dimensions. To overcome the disadvantage, we need to focus on the points within a predetermined range, without changing the precision. This method is named Predetermined Range Search (PRS). In this paper, we proposed a method to find the reference distance (ReDist), a parallel and pipelined architecture...
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