Invention Grant
- Patent Title: Neural network, computer readable medium, and methods including a method for training a neural network
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Application No.: US14514345Application Date: 2014-10-14
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Publication No.: US11263528B2Publication Date: 2022-03-01
- Inventor: Bernadette Garner
- Applicant: Bernadette Garner
- Applicant Address: US CA San Jose
- Assignee: Bernadette Garner
- Current Assignee: Bernadette Garner
- Current Assignee Address: US CA San Jose
- Agency: The Harris Firm
- Priority: AU2005906330 20051115
- Main IPC: G06N3/08
- IPC: G06N3/08 ; G05B13/02 ; G06N3/04 ; G05B13/00

Abstract:
The present disclosure provides an artificial neural network communicatively-coupled to at least one computer having one or more processors, including a plurality of neurons arranged in layers. The artificial neural network is arranged to receive a new neuron into a layer of the artificial neural network during training; the new neuron is added to the neural network when no other neuron in that layer for a selected output can learn a relationship associated with an input vector of a data set being learnt. The new neuron is updated with both the relationship which could not be learnt by any other neuron in that layer and a modified data set from a last trained neuron in that layer that contributes to the selected output of the neural network. Methods and computer-readable media are also disclosed.
Public/Granted literature
- US20180101769A9 NEURAL NETWORK, COMPUTER READABLE MEDIUM, AND METHODS INCLUDING A METHOD FOR TRAINING A NEURAL NETWORK Public/Granted day:2018-04-12
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