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    • 1. 发明授权
    • Integrated device for recognition of moving objects
    • 用于识别移动物体的集成装置
    • US5248873A
    • 1993-09-28
    • US939108
    • 1992-09-01
    • Timothy P. AllenFederico Faggin
    • Timothy P. AllenFederico Faggin
    • G06K9/78
    • G06K9/78
    • A moving object classifier is integrated onto a single integrated circuit chip and includes a retina comprising a two-dimensional array of photosensors upon which the image of the object of interest is focused. A position classifier receives inputs from the retina and determines where in the retina the image of an object is located. An object classifier receives inputs from the portion of interest of the retina and computes the degree of membership of the image to each class to be classified and determines which class has the largest membership function. A scan controller controlled by the position classifier limits the object classifier data to the portion of the retinal image which contains the object. An interface controller interfaces the other elements on the integrated circuit chip with a microcontroller, which comprises a standard CPU, memory and input/output lines interfacing to the interface controller.
    • 移动物体分类器被集成到单个集成电路芯片上,并且包括视网膜,其包括感兴趣对象的图像在其上聚焦的光电传感器的二维阵列。 位置分类器从视网膜接收输入,并确定视网膜中物体的图像位于何处。 对象分类器接收来自视网膜感兴趣部分的输入,并计算图像的隶属度到要分类的每个类,并确定哪个类具有最大的隶属函数。 由位置分类器控制的扫描控制器将对象分类器数据限制为包含对象的视网膜图像的部分。 接口控制器将集成电路芯片上的其他元件与微控制器接口,微控制器包括与接口控制器接口的标准CPU,存储器和输入/输出线。
    • 5. 发明授权
    • Electrically adaptable neural network with post-processing circuitry
    • 具有后处理电路的电适应神经网络
    • US5331215A
    • 1994-07-19
    • US922535
    • 1992-07-30
    • Timothy P. AllenJaneen D. W. AndersonCarver A. MeadFederico FagginJohn C. PlattMichael F. Wall
    • Timothy P. AllenJaneen D. W. AndersonCarver A. MeadFederico FagginJohn C. PlattMichael F. Wall
    • G06N3/063H01L27/06H03F1/02H03F1/30H03F3/45H03K19/0948
    • H03F1/303G06N3/063H01L27/0629H03F1/0261H03F3/45479H03F3/45753H03F3/45977
    • A synaptic array according to the present invention comprises a plurality of electrically-adaptable elements. Electrons may be placed onto and removed from a floating node in each electrically adaptable element associated with at least one MOS insulated gate field effect transistor, usually the gate of the transistor, in an analog manner, by application of first and second electrical control signals generated in response to an adapt signal. The inputs to all synaptic elements in a row are connected to a common row input line. Adapt inputs to all synaptic elements in a column are connected together to a common column adapt line. The current supplied to all amplifiers in a column is commonly provided by a sense line. In order to adapt the synaptic elements in the M row by N column matrix of the present invention, the voltages to which a given column n of the matrix is to be adapted are placed onto the input voltage lines, and the synaptic elements in column n are then simultaneously adapted by assertion of an adapt signal on the adapt line for column n. The vectors of input voltages for adapting successive columns may be placed sequentially onto the row input voltage lines and used to adapt the columns of synaptic elements by assertion of the adapt signals on the appropriate column adapt lines until the entire array is electrically adapted. After each synaptic element has been adapted, the current flowing through it will be maximized when the voltage at the input of the synaptic element equals the voltage to which the synaptic element has been adapted. An electrically adaptable winner-take-all circuit has its inputs connected to the column-sense lines of the array.
    • 根据本发明的突触阵列包括多个电适应元件。 可以通过施加产生的第一和第二电控制信号将电子放置在与至少一个MOS绝缘栅场效应晶体管(通常是晶体管的栅极)相关联的每个电适应元件中的浮动节点上并从其移除, 响应于适配信号。 对一行中所有突触元素的输入连接到公共行输入行。 将输入到列中的所有突触元素的调整连接到公共列适应线。 提供给列中所有放大器的电流通常由感测线提供。 为了适应本发明的M行×N列矩阵中的突触元素,要将矩阵的给定列n适应的电压放置在输入电压线上,并且列n中的突触元素 然后通过在第n列的适应线上断言适配信号同时进行调整。 用于适配连续列的输入电压的矢量可以顺序地放置在行输入电压线上,并且用于通过在适当的列适配线上断言适配信号来适应突触元件的列,直到整个阵列电气适配。 在每个突触元件已经适应之后,当突触元件的输入端的电压等于突触元件适应的电压时,流过它的电流将被最大化。 电气适应性的胜者总线电路的输入连接到阵列的列感测线。
    • 6. 发明授权
    • Method and apparatus for performing neighborhood operations on a
processing plane
    • 在处理平面上执行邻域操作的方法和装置
    • US5270963A
    • 1993-12-14
    • US549423
    • 1990-07-06
    • Timothy P. AllenMichael F. WallFederico Faggin
    • Timothy P. AllenMichael F. WallFederico Faggin
    • G06N3/063G06T5/20G06G7/16
    • G06K9/605G06K9/00986G06K9/56G06N3/0635G06T5/20
    • The present invention is a method and apparatus for performing neighborhood processing operations on an n dimensional processing plane. In a simple, two dimensional, example, an M by N processing plane is successively scanned by rows. The output information from each row is presented on column lines. The analog data resulting from a fixed number of successive scans are temporarily held in a multi-stage analog buffer. A computing array is configured to perform the neighborhood operations or other limited co-operand operations on the shifted data. The computing array examines information from a slice made up of selected numbers of successive rows of the entire array, performs the operations on that portion, and provides a series of output signals representative of the result. The analog buffer is pipelined; information from a new row represents only a single row of new data and the contents of the latch stage containing the oldest information is replaced with this new analog data, causing the information from the transducers of the oldest row to be lost. The operation is then performed on the new slice. This sequence is repeated until all representative slices of the total array have had the neighborhood operations performed on them.
    • 本发明是一种用于在n维处理平面上执行邻域处理操作的方法和装置。 在简单的二维例子中,逐行扫描M×N处理平面。 来自每一行的输出信息都列在列线上。 由固定数量的连续扫描产生的模拟数据暂时保存在多级模拟缓冲器中。 计算阵列被配置为对移位的数据执行邻域操作或其他有限的协同操作数操作。 计算阵列检查来自由整个阵列的选定数目的连续行组成的切片的信息,对该部分执行操作,并提供表示结果的一系列输出信号。 模拟缓冲器是流水线的; 来自新行的信息仅代表单行新数据,并且包含最旧信息的锁存级的内容被该新的模拟数据替代,导致来自最旧行的换能器的信息丢失。 然后在新切片上执行操作。 重复该顺序,直到总阵列的所有代表性切片都对它们执行邻域操作。
    • 7. 发明授权
    • Stylus input capacitive touchpad sensor
    • 触笔输入电容触摸板传感器
    • US5942733A
    • 1999-08-24
    • US545152
    • 1995-10-19
    • Timothy P. AllenRichard R. SchediwyFederico Faggin
    • Timothy P. AllenRichard R. SchediwyFederico Faggin
    • G06F3/023G06F3/033G06F3/041G06F3/044G06F3/048G06K9/00G08C21/00
    • G06K9/00335G06F3/044
    • A capacitive touch pad comprises a substrate material, such as a PC board type laminate material, having a plurality of first parallel conductive traces running in a first (X) direction disposed on a first face thereof, and a plurality of second parallel conductive traces running in a second (Y) direction, usually orthogonal to the first direction, disposed on an opposed second face thereof. A layer of pressure-conductive material is disposed over one of the faces of the substrate. A protective layer with a conductive coating on its back surface is disposed over the top surface of the pressure-conductive material to protect it. In an alternate embodiment, a capacitive touch sensor comprises a rigid substrate material having a conducting material disposed on one face thereof. A layer of pressure-conductive material is disposed over the conductive material on the substrate. A flexible material, having a plurality of first parallel conductive traces running in a first (X) direction disposed on a first face thereof, and a plurality of second parallel conductive traces running in a second (Y) direction disposed on an opposed second face thereof is disposed over the layer of pressure-conductive material. A protective layer is disposed over the top surface of the pressure conductive material to protect it. In yet another embodiment, an air gap is used in place of the layer of pressure-conductive material and the upper layers are supported by a frame at the periphery of the touchpad.
    • 电容式触摸板包括基板材料,例如PC板型叠层材料,其具有沿第一面(X)方向延伸的多个第一平行导电迹线,以及多个第二平行导电迹线, 在与第一方向正交的第二(Y)方向上,设置在相对的第二面上。 一层压敏导电材料设置在衬底的一个面上。 在其背面具有导电涂层的保护层设置在导电材料的顶表面上以保护其。 在替代实施例中,电容式触摸传感器包括刚性衬底材料,其具有设置在其一个面上的导电材料。 一层导电材料设置在基板上的导电材料上。 一种柔性材料,具有沿着设置在其第一面上的第一(X)方向上延伸的多个第一平行导电迹线和多个沿第二(Y)方向延伸的第二平行导电迹线,该第二平行导电迹线设置在相对的第二面上 设置在压力传导材料层上。 保护层设置在压力传导材料的顶表面上以保护它。 在另一个实施例中,使用空气间隙代替压力导电材料层,并且上层由触摸板周边的框架支撑。