Invention Application
US20140222726A1 ACCELERATING LEARNING BY SHARING INFORMATION BETWEEN MULTIPLE LEARNING MACHINES
有权
通过多种学习机器之间的共享信息来加速学习
- Patent Title: ACCELERATING LEARNING BY SHARING INFORMATION BETWEEN MULTIPLE LEARNING MACHINES
- Patent Title (中): 通过多种学习机器之间的共享信息来加速学习
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Application No.: US13937631Application Date: 2013-07-09
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Publication No.: US20140222726A1Publication Date: 2014-08-07
- Inventor: Grégory Mermoud , Jean-Philippe Vasseur , Sukrit Dasgupta
- Applicant: Cisco Technology, Inc.
- Main IPC: G06N99/00
- IPC: G06N99/00
Abstract:
In one embodiment, variables maintained by each of a plurality of Learning Machines (LMs) are determined. The LMs are hosted on a plurality of Field Area Routers (FARs) in a network, and the variables are sharable between the FARs. A plurality of correlation values defining a correlation between the variables is calculated. Then, a cluster of FARs is computed based on the plurality of correlation values, such that the clustered FARs are associated with correlated variables, and the cluster allows the clustered FARs to share their respective variables.
Public/Granted literature
- US09436917B2 Accelerating learning by sharing information between multiple learning machines Public/Granted day:2016-09-06
Information query
