发明名称 |
Processor node, artificial neural network and method operation of an artificial neural network |
摘要 |
There is provided a temporal processor node for use as an input node in the input layer of a class network in an artificial neural network, the class network being operable to generate an output signal based on a network input vector component received by the input layer, the temporal processor node being operable to receive observation data representing the observed state of a monitored entity as a component of the network input vector. The temporal processor node comprises a memory module operable to store a most recently observed state of the monitored entity in the memory module as a current state, a modification module having a timer, the timer being operable to output a value representing time elapsed since observation of the current state, the modification module being operable to modify the current state with a modification factor dependent on the value output by the timer, wherein when triggered, the temporal processor node is operable to output the modified current state as a representation of the current state. |
申请公布号 |
US8892486(B2) |
申请公布日期 |
2014.11.18 |
申请号 |
US201213348130 |
申请日期 |
2012.01.11 |
申请人 |
Fujitsu Limited |
发明人 |
Isaiadis Stavros |
分类号 |
G06N3/02;G06N3/08 |
主分类号 |
G06N3/02 |
代理机构 |
Staas & Halsey LLP |
代理人 |
Staas & Halsey LLP |
主权项 |
1. A temporal processor node for use as an input node in the input layer of a class network in an artificial neural network, the class network being operable to generate an output signal based on a network input vector component received by the input layer, the temporal processor node being operable to receive observation data representing the observed state of a monitored entity as a component of the network input vector, the temporal processor node comprising:
a memory module operable to store a most recently observed state of the monitored entity in the memory module as a current state; a modification module having a timer, the timer being operable to output a value representing time elapsed since observation of the current state, the modification module being operable to modify the current state with a modification factor dependent on the value output by the timer; wherein when triggered, the temporal processor node is operable to output the modified current state as a representation of the current state. |
地址 |
Kawasaki JP |