Virtual element selection device and method using a neural network

• US 6,278,985 B1
• Filed: 11/17/1998
• Issued: 08/21/2001
• Est. Priority Date: 11/17/1997
• Status: Expired due to Term

• Current Assignee: HTC Corporation
• Original Assignee: NEC Corporation
• Inventors: Hatayama, Akemi
• Primary Examiner(s): POWELL, MARK R
• Application Number:
  US09/193,724
• Time in Patent Office: 1,008 Days
• Field of Search: 706/20, 706/12, 706/30
• US Class Current: 706/20
• CPC Class Codes: G06N 3/006 based on simulated virtual individual or collective life forms, e.g. social simulations or particle swarm optimisation [PSO]

Abstract

In a virtual element selection device for use in growing, in an electronic device, virtual life composed of various parts or elements, an indication is given from a user and is converted by a neural network into a new element of the virtual life. The new element is substituted for an old one to be displayed on a display device. Using the neural network makes it possible to select the new element which reflects the user'"'"'s intention.

Claims

1. A virtual element selection device for use in electronically growing virtual life in an electronic game device, comprising:

indication means for providing a visual indication as a user input to said game device;

numerating means for numerating the visual indication into a number data signal;

a neural network for classifying the number data signal into one of a plurality of class numbers which corresponds to the number data signal, said neural network having an output layer including an N×

M matrix of units, where N and M are integers, and one of said class numbers corresponding to each unit,

a reference table for storing a plurality of elements concerned with growth of the virtual life, said reference table having an N×

M matrix of cells corresponding to said N×

M matrix of units in said output layer of said neural network, each cell corresponding to a species of said element;

an image memory for storing images of the respective elements; and

judging means coupled to the neural network, the reference table, and the image memory for judging whether or not the;

element of the virtual life is modified into a modified element with reference to the class number;

means for modifying at least one element of the virtual life; and

display means for displaying to the user the user input and the image of the modified element when the element of the virtual life is modified in playing said game device;

wherein the indication means provides the visual indication drawn by the user on the display means in the form of an input map; and

said numerating means being for numerating the input map into the numerical data signal.

2. A virtual element selection device as claimed in claim 1, wherein the neural network is structured by an recurrent neural network.

3. A virtual element selection device as claimed in claim 2, wherein the recurrent neural network has a plurality of output points which correspond to the respective class numbers.

4. A method of selecting, in an electronic game device, an element of virtual life which grows up in the electronic game device, comprising the steps of:

providing a visual indication in the form of visual information as a user input to said game device, said user drawing said visual indication on a display device,

converting the visual information into a numerical data signal corresponding to the visual information by using a neural network;

classifying the numerical data signal into a class number;

judging in response to the class number whether or not the element of the virtual life is to be modified;

preparing an element reference table which stores a plurality of elements;

having access to the element reference table on judging that the element of the virtual life is changed at the judging step, to extract a modified element from the element reference table;

modifying the virtual life to contain the extracted modified element; and

visually displaying the modified element on said display device in playing said game device.

5. A method as claimed in claim 4, wherein the neural network is structured by an recurrent neural network;

said class number being made to correspond to an ignition point of the recurrent neural network.

6. A recording medium storing a game program which is for use in growing virtual life in an electronic device to change each element of the virtual life and which defines the steps of:

providing a visual indication in the form of visual information as a user input to said game program, said user drawing said visual input on a display device;

converting the visual information by the use of a neural network into a numerical data signal corresponding to the visual information;

classifying the numerical data signal into a class number;

judging in response to the class number whether or not the element of the virtual life is to be modified;

preparing an element reference table which stores a plurality of elements;

having access to the element reference table on judging that the element of the virtual life is changed at the judging step, to extract a modified element from the element reference table;

modifying the virtual life to contain the extracted modified element; and

visually displaying the modified element on said display device in playing said game device.

7. A video game device for use in playing a predetermined game by the use of a display device under manipulation of a user, comprising

a central processing unit for executing a program which defines the predetermined game;

a neural network operating as an interactive interface between the user and the central processing unit; and

a display device wherein,

an input to said neural network is provided by a user drawn visual indication on said display device.

8. A video game as claimed in claim 7, further comprising:

indication as a user input means for providing a visual indication to the neural network to be converted into element information by the neural network; and

an image memory for storing an image corresponding to the element information to be displayed on the display device under control of the central processing unit.