Recognizing and judging apparatus

• US 5,329,594 A
• Filed: 03/03/1992
• Issued: 07/12/1994
• Est. Priority Date: 03/06/1991
• Status: Expired due to Fees

• Current Assignee: Matsushita Electric Industrial Company Limited (Panasonic Holdings Corporation)
• Original Assignee: Matsushita Electric Industrial Company Limited (Panasonic Holdings Corporation)
• Inventors: Sakaue, Shigeo, Kojima, Yoshihiro, Maruno, Susumu, Kohda, Toshiyuki
• Primary Examiner(s): Mancuso, Joseph
• Assistant Examiner(s): KLOCINSKI, STEVEN
• Application Number:
  US07/845,248
• Time in Patent Office: 861 Days
• Field of Search: 382/37, 382/14, 382/38, 382/27, 382/15, 395/24, 395/27
• US Class Current: 382/159
• CPC Class Codes: G06N 3/04 Architecture, e.g. interconnection topology

Abstract

A recognizing and judging apparatus has a network organized in a multilayered hierarchical manner and a plurality of branched tree structures corresponding to the number of inputted data. The branched tree structures are organized by a plurality of recognition units, each of which includes a signal input section and a quantizer for performing a quantization according to a signal inputted from the signal input section. Each of the recognition units further includes a path input section having at least one path input terminal, a path output section having at least one path output terminal, and a path selecting section operatively coupled with both the path input section and the path output section for performing a selection of paths according to an output of the quantizer.

Claims

1. A recognizing and judging apparatus having a network organized in a multilayered hierarchical manner and comprising:

a given number of branched tree structures each having a plurality of layers, said given number being equal to a number of sets of characteristic data of an object to be recognized by said apparatus; and

a plurality of recognition units constituting said branched tree structures and positioned in said plurality of layers, each of said recognition units comprising;

a signal input section to which a signal is inputted;

a quantizer for quantizing said signal input to said signal input section;

a path input section having at least one path input terminal;

a path output section having at least one path output terminal; and

a path selecting section operatively coupled with both said path input section and said path output section for selectively providing connection therethrough between said at least one path input terminal and said at least one path output terminal according to an output of said quantizer;

wherein a path selecting section of each of recognition units positioned on a layer adjacent to a lowermost layer of said plurality of layers comprises a learning device for changing a strength of said connection between said at least one path input terminal and a path output terminal indicated by the output of said quantizer;

wherein said learning device comprises a maximum-output-terminal detector for detecting a path output terminal from which a maximum path signal is outputted, a comparator for comparing a number assigned to the path output terminal detected by said maximum-output-terminal detector and a number assigned to a path output terminal indicated by the output of said quantizer, and a load increaser for increasing a strength of connection between said path input terminal and said path output terminal indicated by the output of said quantizer based on a result of comparison performed by said comparator.

2. The apparatus according to claim 1, wherein said comparator outputs a first signal when the number assigned to the path output terminal detected by said maximum-output-terminal detector does not coincide with the number assigned to a path output terminal indicated by the output of said quantizer, and outputs a second signal when both the numbers coincide with each other, and wherein said load increaser increases the strength of connection between said path input terminal and said path output terminal indicated by the output of said quantizer when said comparator outputs said first signal.

3. A recognizing and judging apparatus having a network organized in a multilayered hierarchical manner and comprising:

a given number of branched tree structures each having a plurality of layers, said given number being equal to a number of sets of characteristic data of an object to be recognized by said apparatus; and

a plurality of recognition units constituting said branched tree structures and positioned in said plurality of layers, each of said recognition units comprising;

a signal input section to which a signal is inputted;

a quantizer for quantizing said signal input to said signal input section;

a path input section having at least one path input terminal;

a path output section having at least one path output terminal; and

a path selecting section operatively coupled with both said path input section and said path output section for selectively providing connection therethrough between said at least one path input terminal and said at least one path output terminal according to an output of said quantizer; and

a plurality of differential calculators for performing respective operations required to obtain differential values between signals inputted into recognition units positioned in a same layer in two adjacent branched trees structures, and wherein a differential calculator is provided in each tree structure, and an output therefrom is inputted into said signal input terminals of recognition units located in a next-lower layer.