Invention Grant
- Patent Title: Method and apparatus of learning neural network via hierarchical ensemble learning
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Application No.: US14836901Application Date: 2015-08-26
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Publication No.: US10438112B2Publication Date: 2019-10-08
- Inventor: Qiang Zhang , Zhengping Ji , Lilong Shi , Ilia Ovsiannikov
- Applicant: Qiang Zhang , Zhengping Ji , Lilong Shi , Ilia Ovsiannikov
- Applicant Address: KR
- Assignee: SAMSUNG ELECTRONICS CO., LTD.
- Current Assignee: SAMSUNG ELECTRONICS CO., LTD.
- Current Assignee Address: KR
- Agency: Renaissance IP Law Group LLP
- Main IPC: G06N3/04
- IPC: G06N3/04 ; G06N3/08
Abstract:
A method for configuring a neural network is provided. The method includes: selecting a neural network including a plurality of layers, each of the layers including a plurality of neurons for processing an input and providing an output; and, incorporating at least one switch configured to randomly select and disable at least a portion of the neurons in each layer. Another method in the computer program product is disclosed.
Public/Granted literature
- US20160350649A1 METHOD AND APPARATUS OF LEARNING NEURAL NETWORK VIA HIERARCHICAL ENSEMBLE LEARNING Public/Granted day:2016-12-01
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