| 摘要 |
A method and a device for classifying information which can be expressed with multivariable by using a computer with high precision at high speed in accordance with similarity, a method for permitting a computer to practice a procedure for classifying information which can be expressed with multivariables with high precision at high speed in accordance with similarity, a program for executing the method, and a computer-readable recorded medium on which the program is recorded. For example, the method for classifying data on input vectors with high precision by a computer by nonlinear mapping includes the following steps ((a) - (f)) (a) Input vector data is inputted to a computer, (b) an initial neuron vector is set, (c) the input vectors are classified into respective neuron vectors, (d) the neuron vectors are updated into structures similar to the structures of the input vectors classified into the respective neuron vectors and the structures of the input vectors classified into the neighborhoods of the neuron vectors, (e) the steps ((c), (d)) are repeated until a predetermined learning times is reached, and (f) the input vectors are classified into the neuron vectors and outputted. |
