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A Developable Scheme Of Neural Networks

Posted on:2008-03-01Degree:MasterType:Thesis
Country:ChinaCandidate:C G QuFull Text:PDF
GTID:2178360212993822Subject:Software engineering
Abstract/Summary:PDF Full Text Request
One kind of new model system structure prospectively studying direction is neural networks' studies the main body of a book. Emphasize attention artificial neural networks system structure and their interpretive research under bionics significance, and try to make an explanation to making theory out from similarity structure.Neurophysiology has promoted our deep-seated acquaintance to nervous system job mechanism in recent years greatly to meticulous structure of nervous system and functional horizontal molecule research. And for building the artificial neural networks imitating living things distinguishing enginery's, make the person can do out abstract understanding to the artwork concept, the main body of a book neurophysiology has carried out several kinds important system structure summing up, to neural networks on neurobiology first especially having been in progress sum up. Have studied and cell neural networks close connection regulation here on the basis, the person has been discussed with sharp thought connection and having got up, and having been in progress to whose relevance problem.The artificial neural network still has very big gaps with living things intelligence although many fields in artificial intelligence have got success. The abstract embodying in the human brain handles a aspect among them and remembers that the ability is very big different from now available artificial neural networks. The tolerance staying what to "sharp" understanding to the image handles the now available artificial neural networks; it stays in other words, only in the cognition stage to the "image". The main body of a book the field has done a few explorations here, the first step has built a union neurophysiology relevance achievement new model frame and the sorption by the achievement to neurophysiology and the living things morphology , having established Fractal has been living things very important effect in the process developing (look upon as the peculiar way being that one kind living things develop including that centre reaching the peripheral nervous system growth), biological evolution (can), borrow this suggesting that neural networks is that the framework , building-up are multilayer with the cell, every arrangement of ideas thins out similarity and embodies discussion having been allotted architectural neural networks of shape, and having unfolded the problem such as studying the algorithm studying chooses, linking way choice describing , training an algorithm to whose dynamics'. This type making policy with being helpful to a artificial neural networks from object faces the abstract thinking type evolution.The main body of the new scheme Conch-model bringing forward a artificial neural networks to "sharp" understanding, the first step has built the equivalence relation carrying out the continuous type self similarity space and Conch-model are restricted to have described, and have described two thinking's on the person from similarity space abstract model and by the research to Conch-model. The have pointed out self similarity space and general letter going a step further analyses the main body of a book being hit by upper nonlinearity mapping fixed point theory connection. Extremely, the main body of paper finality has assumed definition to the two-dimensional fixed point shape from similarity space, upper fixed point of its flat surface relation has done and preliminary investigation and discussion unit element to the two-dimensional structure from similarity space and two-dimensional coming into being from similarity space with two.At the same time, for the main body of a book being the model realization's turn have assumed preliminary preparation job. For assuming treatment the earlier stage to data-in, the main body of a book is shifted having introduced that the fish glasses head, and the spherical surface using the person to import an image compress. Have built perception row of nerve basic has spread regulation , nerve basic room connection right value has diffused way one by one in having built the Conch-model , the algorithm has brought forward the preliminary scheme to Conch-model studying and.Improving and perfecting and maturity have submitted suggestion for the main body of a book being a model's turn, and have done to preserving a spherical surface from similarity space extension to Mrs. n-dimensional space and n on space finally, to look into the distance.
Keywords/Search Tags:Neural networks, Neurophysiology, Fractal geometry, Fixed point theory, Conch-model
PDF Full Text Request
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