1 results about "Feedforward neural network" patented technology

The invention belongs to the technical field of bioinformatics and relates to a novel diabetes detection method. An object of the present invention is to provide a method capable of detecting diabetesin a short time and at a low cost. By means of computer technology, the invention solves the long running time of a feedforward neural network algorithm in the prior art and the relatively high costof traditional diabetes detection. The method is an algorithm based on manifold regularization kernel extreme learning machine, and is obtained by improving an extreme learning machine algorithm. By adding a manifold regularization term and introducing a Laplacian matrix, the method enhances the fitting ability of the kernel extreme learning machine and obtains better results than an existing technical means.