Invention Grant
US06976012B1 Method and apparatus of using a neural network to train a neural network
失效
使用神经网络训练神经网络的方法和装置
- Patent Title: Method and apparatus of using a neural network to train a neural network
- Patent Title (中): 使用神经网络训练神经网络的方法和装置
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Application No.: US09767279Application Date: 2001-01-22
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Publication No.: US06976012B1Publication Date: 2005-12-13
- Inventor: Hawley K. Rising, III
- Applicant: Hawley K. Rising, III
- Applicant Address: JP Tokyo US NJ Park Ridge
- Assignee: Sony Corporation,Sony Electronics Inc.
- Current Assignee: Sony Corporation,Sony Electronics Inc.
- Current Assignee Address: JP Tokyo US NJ Park Ridge
- Agency: Blakely, Sokoloff, Taylor & Zafman Llp.
- Main IPC: G06N3/04
- IPC: G06N3/04 ; G06N3/08 ; G06F15/18

Abstract:
A method and apparatus of training a neural network. The method and apparatus include creating a model for a desired function as a multi-dimensional function, determining if the created model fits a simple finite geometry model, and generating a Radon transform to fit the simple finite geometry model. The desired function is fed through the Radon transform to generate weights. A multilayer perceptron of the neural network is trained using the weights.
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