Neural network based data examining system and method

G - Physics – 06 – F

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G06F 15/18 (2006.01) G06N 3/10 (2006.01)

Patent

CA 2243120

Constructing and simulating artificial neural network (74) and components thereof within a spreadsheet environment results in user friendly neural networks which do not require algorithmic based software in order to train or operate. Such neural network can be easily cascaded to form complex Neural networks and neural network systems, including neural network capable for self-organizing so as to self-train within a spreadsheet, neural networks which train simultaneously within a spreadsheet, and neural network capable of autonomously moving, monitoring, analyzing, and altering data within a spreadsheet. Neural network can also be cascaded together in self-training neural network form to achieve a device prototyping system. The self-training artificial neural network object (72) includes a plurality of imaging cells (76), the artificial neural network (74) which is to be trained, and the training network (78). The training network (78) includes four modules (80, 82, 84 and 86) which are configured to implement back propagation training of the artificial neural network (74).

L'invention porte sur la conception et la simulation de réseaux neuromimétiques artificiels et de leurs composants dans un environnement de tableurs, aboutissant à des réseaux neuromimétiques conviviaux ne nécessitant pas de logiciels à base d'algorithmes à des fins didactiques ou d'exploitation. De tels réseaux peuvent facilement se monter en cascades pour constituer: des réseaux et systèmes de réseaux neuromimétiques complexes notamment capables d'autoorganisation en vue d'un autoapprentissage dans un tableur; des réseaux neuromimétiques assurant des apprentissages simultanés dans un tableur; et des réseaux neuromimétiques capables de déplacer, suivre, analyser et modifier des données de manière autonome dans un tableur. De tels réseaux neuromimétiques peuvent également être montés en cascade pour former des réseaux autodidactiques servant à l'élaboration de systèmes de mise au point de prototypes.

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