发明名称 |
PIECEWISE LINEAR NEURON MODELING |
摘要 |
Methods and apparatus for piecewise linear neuron modeling and implementing artificial neurons in an artificial nervous system based on linearized neuron models. One example method for operating an artificial neuron generally includes determining that a first state of the artificial neuron is within a first region; determining a second state of the artificial neuron based at least in part on a first set of linear equations, wherein the first set of linear equations is based at least in part on a first set of parameters corresponding to the first region; determining that the second state of the artificial neuron is within a second region; and determining a third state of the artificial neuron based at least in part on a second set of linear equations, wherein the second set of linear equations is based at least in part on a second set of parameters corresponding to the second region. |
申请公布号 |
EP2923310(A1) |
申请公布日期 |
2015.09.30 |
申请号 |
EP20130795359 |
申请日期 |
2013.11.05 |
申请人 |
QUALCOMM INCORPORATED |
发明人 |
YOON, YOUNG CHEUL;CAREY, RYAN MICHAEL;PADOVANI, ROBERTO |
分类号 |
G06N3/04 |
主分类号 |
G06N3/04 |
代理机构 |
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代理人 |
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主权项 |
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地址 |
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