发明名称 |
COMPUTER SYSTEM INCORPORATING AN ADAPTIVE MODEL, AND METHODS FOR TRAINING THE ADAPTIVE MODEL |
摘要 |
A computer system is proposed including an adaptive signal processing model of a kind in which a multiplicative section, such as a VLSI integrated circuit, processes data input to the model, using hidden neurons and randomly-set variables, and an adaptive output layer processes the outputs of the multiplicative section using variable parameters. Controllable switching circuitry is proposed to control which data inputs are fed to which hidden neurons, to reduce the number of hidden neurons required and increase the effective number of data inputs. An algorithm is proposed to selectively disable unnecessary hidden neurons. Normalisation, and a winner-take all stage, may be provided at the hidden layer output. |
申请公布号 |
WO2017048195(A1) |
申请公布日期 |
2017.03.23 |
申请号 |
WO2016SG50450 |
申请日期 |
2016.09.16 |
申请人 |
NANYANG TECHNOLOGICAL UNIVERSITY |
发明人 |
BASU, Arindam;CHEN, Yi;ROY, Subhrajit;YAO, Enyi;PATIL, Aakash Shantaram |
分类号 |
G06F15/18;G06N3/063 |
主分类号 |
G06F15/18 |
代理机构 |
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代理人 |
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地址 |
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