INFERENCE ENGINE ACCELERATION FOR VIDEO ANALYTICS IN COMPUTING ENVIRONMENTS

    公开(公告)号:US20200074318A1

    公开(公告)日:2020-03-05

    申请号:US16114818

    申请日:2018-08-28

    申请人: Intel Corporation

    发明人: Fan Chen

    摘要: A mechanism is described for facilitating deep learning inference acceleration in computing environments. An apparatus of embodiments, as described herein, includes one or more processors to compare a current input value associated with a layer of a plurality of layers of a neural network to a cached input value associated with the layer. The one or more processors are further to import the cached input value for the layer for further processing within the neural network, if the current input value and the cached input value are equal.

    Neural network-based systems for high speed data links

    公开(公告)号:US10084620B1

    公开(公告)日:2018-09-25

    申请号:US15446277

    申请日:2017-03-01

    申请人: Intel Corporation

    IPC分类号: H04L25/03

    摘要: Aspects of the embodiments are directed to a data transmission receiver that includes a neural network circuit for resolving a received bit value. The data transmission receiver can be coupled to a data transmitter by a high speed data link. The neural network circuit can sample a bit value at multiple locations across the bit's unit interval. The neural network circuit can also sample bit values for neighboring bits to the interested bit at multiple sampling locations across unit intervals for the neighboring bits. The neural network circuit can determine the value of the interested bit from the samples of the waveform.

    PROJECTION-BASED USER INTERFACE
    3.
    发明申请

    公开(公告)号:US20180088674A1

    公开(公告)日:2018-03-29

    申请号:US15279954

    申请日:2016-09-29

    申请人: INTEL CORPORATION

    IPC分类号: G06F3/01 G06F3/00 G06F3/03

    摘要: Techniques for providing a virtual touch screen are described. An example of a computing device with a virtual touch screen includes a projector to project a user interface image onto a touch surface, and a depth camera to generate a depth image representing objects in a vicinity of the user interface image, and a touch mask generator. The computing device also includes a touch detection module to analyze the touch mask to detect touch events. The touch detection module is configured to identify a finger in the touch mask, identify a centroid region of the finger and compute a distance of the centroid region from a touch surface, and compare the distance to a threshold distance to identify a touch event.

    Projection-based user interface
    5.
    发明授权

    公开(公告)号:US10599225B2

    公开(公告)日:2020-03-24

    申请号:US15279954

    申请日:2016-09-29

    申请人: INTEL CORPORATION

    IPC分类号: G06F3/01 G06F3/03

    摘要: Techniques for providing a virtual touch screen are described. An example of a computing device with a virtual touch screen includes a projector to project a user interface image onto a touch surface, and a depth camera to generate a depth image representing objects in a vicinity of the user interface image, and a touch mask generator. The computing device also includes a touch detection module to analyze the touch mask to detect touch events. The touch detection module is configured to identify a finger in the touch mask, identify a centroid region of the finger and compute a distance of the centroid region from a touch surface, and compare the distance to a threshold distance to identify a touch event.

    SUPER-RESOLUTION BASED FOVEATED RENDERING
    7.
    发明申请

    公开(公告)号:US20190026864A1

    公开(公告)日:2019-01-24

    申请号:US15809344

    申请日:2017-11-10

    申请人: Intel Corporation

    发明人: Fan Chen Zhengmin Li

    IPC分类号: G06T3/40

    摘要: An embodiment of a semiconductor package apparatus may include technology to identify a region of interest portion of a first image, and render the region of interest portion with super-resolution. Other embodiments are disclosed and claimed.

    NEURAL NETWORK-BASED SYSTEMS FOR HIGH SPEED DATA LINKS

    公开(公告)号:US20180254928A1

    公开(公告)日:2018-09-06

    申请号:US15446277

    申请日:2017-03-01

    申请人: Intel Corporation

    IPC分类号: H04L25/03

    CPC分类号: H04L25/03165

    摘要: Aspects of the embodiments are directed to a data transmission receiver that includes a neural network circuit for resolving a received bit value. The data transmission receiver can be coupled to a data transmitter by a high speed data link. The neural network circuit can sample a bit value at multiple locations across the bit's unit interval. The neural network circuit can also sample bit values for neighboring bits to the interested bit at multiple sampling locations across unit intervals for the neighboring bits. The neural network circuit can determine the value of the interested bit from the samples of the waveform.