CONSTRUCTING METHOD OF CLASSIFICATION RESTRICTED BOLTZMANN MACHINE AND COMPUTER APPARATUS FOR CLASSIFICATION RESTRICTED BOLTZMANN MACHINE

A method for constructing a restricted Boltzmann machine for inference comprises the steps of: constructing a data neuron and a label neuron based on external data by a computer apparatus; constructing a hidden neuron based on an output value of the data neuron by the computer apparatus; and reconst...

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Bibliographische Detailangaben
Hauptverfasser:	YI WOO SEOK, KIM JAE JOON
Format:	Patent
Sprache:	eng ; kor
Schlagworte:	CALCULATING COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS COMPUTING COUNTING PHYSICS
Online-Zugang:	Volltext bestellen
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Beschreibung
Zusammenfassung:	A method for constructing a restricted Boltzmann machine for inference comprises the steps of: constructing a data neuron and a label neuron based on external data by a computer apparatus; constructing a hidden neuron based on an output value of the data neuron by the computer apparatus; and reconstructing the data neuron and the label neuron based on the output value of the hidden neuron by the computer apparatus. 추론을 위한 제한된 볼츠만 머신 구축 방법은 컴퓨터 장치가 외부 데이터를 기반으로 데이터 뉴런 및 라벨 뉴런을 구축하는 단계, 상기 컴퓨터 장치가 상기 데이터 뉴런의 출력값을 기반으로 숨겨진 뉴런을 구축하는 단계 및 상기 컴퓨터 장치가 상기 숨겨진 뉴런의 출력값을 기반으로 상기 데이터 뉴런 및 상기 라벨 뉴런을 재구축하는 단계를 포함한다.