RECOGNITION APPARATUS BASED ON NEURAL NETWORK AND METHOD OF TRAINING NEURAL NETWORK

    公开(公告)号:US20200065674A1

    公开(公告)日:2020-02-27

    申请号:US16668712

    申请日:2019-10-30

    Inventor: Jun Haeng LEE

    Abstract: A recognition apparatus and a training method are provided. The recognition apparatus includes a memory configured to store a neural network including a previous layer of neurons, and a current layer of neurons that are activated based on first synaptic signals and second synaptic signals, the first synaptic signals being input from the previous layer, and the second synaptic signals being input from the current layer. The recognition apparatus further includes a processor configured to generate a recognition result based on the neural network. An activation neuron among the neurons of the current layer generates a first synaptic signal to excite or inhibit neurons of a next layer, and generates a second synaptic signal to inhibit neurons other than the activation neuron in the current layer.

    INTERFACING APPARATUS AND USER INPUT PROCESSING METHOD

    公开(公告)号:US20190244089A1

    公开(公告)日:2019-08-08

    申请号:US16384359

    申请日:2019-04-15

    CPC classification number: G06N3/063 G06N3/049

    Abstract: An interfacing apparatus and a user input processing method are provided. The interfacing apparatus may group event generation elements and output an address of a group in which an event occurs based on a generated group event signal. The interfacing apparatus may include a grouper configured to generate a group event signal in which a plurality of event generation elements corresponding to a plurality of pixels in at least one event sensor are grouped based on one or more events occurring with respect to the plurality of pixels, and an interface configured to output an address of the group of the plurality of event generation elements in which the one or more event occurs based on the generated group event signal

    USER INTERFACE APPARATUS AND USER INTERFACE METHOD
    34.
    发明申请
    USER INTERFACE APPARATUS AND USER INTERFACE METHOD 有权
    用户界面设备和用户界面方法

    公开(公告)号:US20160035315A1

    公开(公告)日:2016-02-04

    申请号:US14687574

    申请日:2015-04-15

    Abstract: A user interface apparatus and a method of improving user interface are provided. The user interface apparatus may detect a change in an incident light and may control a display to represent the detected change in the light to be overlaid on image content. Provided is a user interface apparatus including: a display configured to display image content; a detector configured to detect a change in an incident light; and a controller configured to control the display to overlay the detected change in the light on the image content

    Abstract translation: 提供了一种改善用户界面的用户界面装置和方法。 用户接口装置可以检测入射光的变化,并且可以控制显示器来表示检测到的要重叠在图像内容上的光的变化。 提供了一种用户界面装置,包括:显示器,被配置为显示图像内容; 检测器,被配置为检测入射光的变化; 以及控制器,其被配置为控制所述显示器以将检测到的光的变化覆盖在所述图像内容上

    EVENT FILTERING DEVICE AND MOTION RECOGNITION DEVICE THEREOF
    35.
    发明申请
    EVENT FILTERING DEVICE AND MOTION RECOGNITION DEVICE THEREOF 有权
    事件滤波装置及其运动识别装置

    公开(公告)号:US20150168553A1

    公开(公告)日:2015-06-18

    申请号:US14493807

    申请日:2014-09-23

    CPC classification number: G01S17/50 G06F3/017 G06K9/00355 G06K9/2018

    Abstract: An event filtering device and a motion recognition device using thereof are provided. The motion recognition device includes an emitter configured to emit an infrared ray in a pattern; a detector configured to detect events in a visible ray area and an infrared ray area; a filter configured to determine whether at least one portion of the detected events is detected using the infrared ray in the pattern, and filter the detected events based on a result of the determination; and a motion recognizer configured to perform motion recognition based on a detected event accepted by the filter.

    Abstract translation: 提供一种事件滤波装置和使用其的运动识别装置。 运动识别装置包括配置成以图案发射红外线的发射器; 检测器,其被配置为检测可见光区域和红外线区域中的事件; 滤波器,被配置为确定使用所述模式中的红外线是否检测到所检测到的事件的至少一部分,并且基于所述确定的结果来过滤所检测到的事件; 以及运动识别器,被配置为基于由所述滤波器接受的检测到的事件来执行运动识别。

    PROXIMITY SENSOR AND PROXIMITY SENSING METHOD USING EVENT-BASED VISION SENSOR
    36.
    发明申请
    PROXIMITY SENSOR AND PROXIMITY SENSING METHOD USING EVENT-BASED VISION SENSOR 有权
    使用基于事件的视觉传感器的近似传感器和近似感测方法

    公开(公告)号:US20140085621A1

    公开(公告)日:2014-03-27

    申请号:US14037950

    申请日:2013-09-26

    CPC classification number: G01S17/06 G01S7/481 G01S7/493 G01S17/46 G01S17/50

    Abstract: A proximity sensor and a proximity sensing method using an event-based vision sensor are provided. The proximity sensor may include a point identification (ID) unit which identifies a point at which an output light output from a focused light source is reflected from an object in an image taken by the proximity sensor; and a distance determination unit which determines a distance between the object and the proximity sensor based on a position of the point.

    Abstract translation: 提供了使用基于事件的视觉传感器的接近传感器和接近感测方法。 接近传感器可以包括点识别(ID)单元,其识别从聚焦光源输出的输出光从接近传感器拍摄的图像中的物体反射的点; 以及距离确定单元,其基于点的位置来确定对象和接近传感器之间的距离。

    PROXIMITY SENSOR AND PROXIMITY SENSING METHOD USING LIGHT QUANTITY OF REFLECTION LIGHT
    37.
    发明申请
    PROXIMITY SENSOR AND PROXIMITY SENSING METHOD USING LIGHT QUANTITY OF REFLECTION LIGHT 有权
    使用光反射光量的近似传感器和近似感测方法

    公开(公告)号:US20140022528A1

    公开(公告)日:2014-01-23

    申请号:US13940349

    申请日:2013-07-12

    Abstract: A proximity sensor and proximity sensing method using a change in light quantity of a reflected light are disclosed. The proximity sensor may include a quantity change detection unit which detects a change in a quantity of reflected light which is output light which has been reflected by an object, where an intensity of the output light changes, and a proximity determination unit which determines a proximity of the object to the quantity change detection unit based on a change in the intensity of the output light and the detected change in the quantity of the reflected light.

    Abstract translation: 公开了一种使用反射光的光量变化的接近传感器和接近感测方法。 接近传感器可以包括量变化检测单元,其检测被输出光反射的光的反射光的量的变化,其中输出光的强度改变;以及接近度确定单元,其确定接近度 基于输出光的强度的变化和检测到的反射光量的变化,将物体的数量改变到量变化检测单元。

    NEUROMORPHIC SIGNAL PROCESSING DEVICE AND
METHOD FOR LOCATING SOUND SOURCE USING A PLURALITY
OF NEURON CIRCUITS
    38.
    发明申请
    NEUROMORPHIC SIGNAL PROCESSING DEVICE AND METHOD FOR LOCATING SOUND SOURCE USING A PLURALITY OF NEURON CIRCUITS 有权
    神经信号处理装置和使用多个神经元电路定位声源的方法

    公开(公告)号:US20130329524A1

    公开(公告)日:2013-12-12

    申请号:US13912667

    申请日:2013-06-07

    CPC classification number: G06N3/049 G01S3/8006 G01S3/808 G06N3/063

    Abstract: Provided is a neuromorphic signal processing device for locating a sound source using a plurality of neuron circuits, the neuromorphic signal processing device including a detector configured to output a detected spiking signal using a detection neuron circuit corresponding to a predetermined time difference, in response to a first signal and a second signal containing an identical input spiking signal with respect to the predetermined time difference, for each of a plurality of predetermined frequency bands, a multiplexor configured to output a multiplexed spiking signal corresponding to the predetermined time difference based on a plurality of the detected spiking signals output from a plurality of neuron circuits corresponding to the plurality of frequency bands, and an integrator configured to output an integrated spiking signal corresponding to the predetermined time difference, based on a plurality of the multiplexed spiking signals corresponding to a plurality of predetermined time differences.

    Abstract translation: 提供了一种用于使用多个神经元电路定位声源的神经形态信号处理装置,所述神经形态信号处理装置包括检测器,其被配置为使用与预定时间差对应的检测神经元电路来输出检测到的尖峰信号,响应于 第一信号和对于多个预定频带中的每一个包含相对于预定时间差相同的输入尖峰信号的第二信号;多路复用器,被配置为基于多个预定频带输出与预定时间差相对应的多路复用尖峰信号 从多个对应于多个频带的多个神经电路输出的检测到的尖峰信号,以及积分器,被配置为基于与多个频带相对应的多个多路复用信号,输出与该预定时间差对应的积分尖峰信号 预定t ime差异。

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