公开(公告)号：US5361326A

公开(公告)日：1994-11-01

申请号：US816460

申请日：1991-12-31

申请人： Manuel Aparicio, IV ,  Patrice C. Miller ,  Wade A. Miller

发明人： Manuel Aparicio, IV ,  Patrice C. Miller ,  Wade A. Miller

IPC分类号： G06F15/18 ,  G06G7/60 ,  G06N3/04 ,  G06N3/10 ,  G06N99/00

CPC分类号： G06N3/105

摘要： An interface for a neural network includes a generalized data translator and a certainty filter in the data path including the neural network for rendering a decision on raw data, possibly from a data processing application. The data translator is controlled with user-definable parameters and procedures contained in a property list in order to manipulate translation, truncation, mapping (including weighting) and other transformations of the raw data. The neuron to which the output of the data translator is applied is controlled by a code index contained in an action list. An external certainty threshold is also provided, preferably by the action list to filter the output of the neural network. The core program used with the ConExNS neurons for system maintenance also includes further core operations and size maintenance operations responsive to commands from the user of an application to cause operations to be performed with in the neural network as well as to create and update the property and action lists.

摘要翻译： 用于神经网络的接口包括可能来自数据处理应用的数据路径中的广义数据转换器和确定性滤波器，包括用于对原始数据进行判定的神经网络。 数据转换器由用户可定义的属性列表中包含的参数和过程进行控制，以便操纵原始数据的转换，截断，映射（包括加权）和其他转换。 应用数据转换器的输出的神经元由操作列表中包含的代码索引控制。 还提供外部确定性阈值，优选地通过用于过滤神经网络的输出的动作列表。 与ConExNS神经元一起使用的用于系统维护的核心程序还包括进一步的核心操作和尺寸维护操作，其响应于来自应用的用户的命令，以使得在神经网络中执行操作以及创建和更新属性，以及 动作列表