Title: Neural network for processing arrays of data with existent topology, such as images, and application of the network
Application Number: 200480024189 Application Date: 2004.08.18
Publication Number: 1839397 Publication Date: 2006.09.27
Approval Pub. Date: Granted Pub. Date:
International Classifi-cation: G06K9/66,G06N3/04,G06T5/00
Applicant(s) Name: Semeion Address:
Inventor(s) Name:
Attorney & Agent: yang xiaoguang li zheng
Abstract:
     A neural network for processing arrays of data with pertinent topology comprises a n-dimensional array of cells (Ki) corresponding to the knots of the neural network! each cell having connections to the directly adjacent cells (Kj) forming the neighbourhood of a cell (Ki) ; Each cell (Ki) having inputs for each connection to directly adjacent cells; an output for the connection to one or more of the directly adjacent cells (Kj); the connection between the cells being determined by weights (wij); each cell being characterised by an internal value and being able to carry out signal processing for generating a cell output signal (ui) ; the output signal (ui) of a cell (Ki) being a function of its interna value and of the input signals form the neighbouring cells; each cell being associated univoquely to a record of a n-dimensional database (Pi) with pertinent topology and the value of each data record being the starting value of the corresponding cell;. Processing is carried out by considering the internal value or the output value (ui) of each cell (Ki) after a certain number of iterative processing steps of the neural network as the new obtained value (Ui) for the said univocally associated data records (Pi).
Time: 9
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