[특허]Method and apparatus for adaptive classification

Method and apparatus for adaptive classification 원문보기

IPC분류정보
국가/구분	United States(US) Patent 등록
국제특허분류(IPC7판)	G06F-015/18
출원번호	US-0042232 (1993-04-01)
발명자 / 주소	Glier Michael T. (Chepachet RI) Nunez Linda I. Mensinger (North Kingstown RI) Scofield Christopher L. (Providence RI)
출원인 / 주소	Nestor, Inc. (Providence RI 02)
인용정보	피인용 횟수 : 42 인용 특허 : 0

초록 ▼

A neural network and method for pipeline operation within a neural network which permits rapid classification of input vectors provided thereto is disclosed. In a training mode, a plurality of training input features are presented to the neural network and distances between the plurality of training features and a plurality of prototype weight values are concurrently computed. In response to an indication of a last training epoch count values for each of the prototype weight values are stored in a memory to thereby allow the neural network to operate in a probabilistic classification mode.

대표청구항 ▼

A method of training a neural network having an input layer, a middle layer and an output layer, comprising the steps of: (a) presenting an input vector having a plurality of training features to the neural network; (b) computing distances between a plurality of said training features and a plurality of prototype weight values; (c) generating, for each prototype weight value, a count value corresponding to a number of occurrences of an input vector that falls within a region of influence of a particular prototype; (d) repeating steps (a)-(c) until the neural network provides an indication of a last training epoch; and (e) in response to the indication of the last training epoch, storing, in a memory, the count value for each of the prototype weight values.

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IPC	Description
A	생활필수품
A62	인명구조; 소방(사다리 E06C)
A62B	인명구조용의 기구, 장치 또는 방법(특히 의료용에 사용되는 밸브 A61M 39/00; 특히 물에서 쓰이는 인명구조 장치 또는 방법 B63C 9/00; 잠수장비 B63C 11/00; 특히 항공기에 쓰는 것, 예. 낙하산, 투출좌석 B64D; 특히 광산에서 쓰이는 구조장치 E21F 11/00)
A62B-1/08	.. 윈치 또는 풀리에 제동기구가 있는 것

내보내기 구분	파일저장 인쇄 메일전송
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저장형식	Text(ASCII format) Excel format PIAS분석(.xls)
메일정보	받는사람 (필수) @ 보내는사람 (선택) @ 제목 내용 KISTI 검색결과 이메일 서비스
안내	총 건의 자료가 검색되었습니다. 다운받으실 자료의 인덱스를 입력하세요. (1-10,000) 검색결과의 순서대로 최대 10,000건 까지 다운로드가 가능합니다. 데이타가 많을 경우 속도가 느려질 수 있습니다.(최대 2~3분 소요) 다운로드 파일은 UTF-8 형태로 저장됩니다. 파일의 내용이 제대로 보이지 않을실 때는 웹브라우저 상단의 보기 -> 인코딩 -> 자동선택 여부를 확인하십시오. ~ Text(ASCII format) Excel format

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Method and apparatus for adaptive classification 원문보기

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Method and apparatus for adaptive classification 원문보기

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연구과제 타임라인

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이 특허를 인용한 특허 (42)

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