PROCESSING-IN-MEMORY SYSTEM WITH DEEP LEARNING ACCELERATOR FOR ARTIFICIAL INTELLIGENCE

Systems, methods, and apparatus related to memory devices. In one approach, an artificial intelligence system uses a memory device to provide inference results. Image data from a camera is provided to the memory device. The memory device stores the image data received from the camera. The memory dev...

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Bibliographische Detailangaben
Hauptverfasser: Brown, Peter Lawrence, Hush, Glen Earl, Larsen, Troy Dale, Wu, Xinyu, Finkbeiner, Timothy Paul, Manning, Troy Allen
Format: Patent
Sprache:eng
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Zusammenfassung:Systems, methods, and apparatus related to memory devices. In one approach, an artificial intelligence system uses a memory device to provide inference results. Image data from a camera is provided to the memory device. The memory device stores the image data received from the camera. The memory device includes dynamic random access memory (DRAM), and static random access memory (SRAM). The memory device also includes a processor to run a neural network. The neural network uses the image data as input. An output from the neural network provides an inference result. In one example, the memory device has a same form factor as a conventional DRAM device. The memory device includes a multiply-accumulate (MAC) engine that supports computations for the neural network.