ASSOCIATIVE MEMORY

Patent №

US 7,433,997

Granted

2008-10-07

Filed 2005

Owner

BDGB ENTERPRISE SOFTWARE LTD. LIAB. CO.

+2 more

Lab

AI components

3

ml · nlp · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

11240632

A computer-implemented method of realizing an associative memory capable of storing a set of documents and retrieving one or more stored documents similar to an inputted query document, said method comprising: coding each document or a part of it through a corresponding feature vector consisting of a series of bits which respectively code for the presence or absence of certain features in said document; arranging the feature vectors in a matrix; generating a query feature vector based on the query document and according to the rules used for generating the feature vectors corresponding to the stored document s such that the query vector corresponds in its length to the width of the matrix; storing the matrix column-wise; for those columns of the matrix where the query vector indicates the presence of a feature, bitwise performing one or more of preferably hardware supported logical operations between the columns of the matrix to obtain one or more additional result columns coding for a similarity measure between the query and parts or the whole of the stored documents; and said method further comprising one or a combination of the following: retrieval of one or more stores documents based on the obtained similarity measure; and or storing a representation of a document through it s feature vector into the above matrix.

Machine learningNatural languageAI hardwareG06F 16/90335G06F 16/332G06F 16/90339G11C 15/00G11C 15/043Y10S 707/99931Y10S 707/99933Y10S 707/99935+4 more

AI classification

AI hardware0.84
Machine learning0.53
Natural language0.51
Vision0.00
Knowledge representation0.00
Planning0.00
Speech0.00
Evolutionary computation0.00

Ownership

BDGB ENTERPRISE SOFTWARE LTD. LIAB. CO.

assignment · 210240533

SER SOLUTIONS, INC.

assignment · 212400456

LEXMARK INTERNATIONAL TECHNOLOGY, S.A.

namechg · 348720271

Assignors

LAPIR, GANNADY, URBSCHAT, HARRY

On an employer assignment, the assignors are typically the inventors.

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