| 发明名称 |
NEURAL NETWORK TRAINING METHOD AND APPARATUS, AND DATA PROCESSING APPARATUS |
| 摘要 |
A neural network training method based on training data, includes receiving training data including sequential data, and selecting a reference hidden node from hidden nodes in a neural network. The method further includes training the neural network based on remaining hidden nodes obtained by excluding the reference hidden node from the hidden nodes, and based on the training data, the remaining hidden nodes being connected with hidden nodes in a different time interval, and a connection between the reference hidden node and the hidden nodes in the different time interval being ignored. |
| 申请公布号 |
US2016026913(A1) |
申请公布日期 |
2016.01.28 |
| 申请号 |
US201514636684 |
申请日期 |
2015.03.03 |
| 申请人 |
Samsung Electronics Co., Ltd. |
发明人 |
MOON Taesup;LEE Yeha;CHOI Heeyoul |
| 分类号 |
G06N3/08;G06N3/04 |
主分类号 |
G06N3/08 |
| 代理机构 |
|
代理人 |
|
| 主权项 |
1. A neural network training method based on training data, the method comprising:
receiving training data comprising sequential data; selecting a reference hidden node from hidden nodes in a neural network; and training the neural network based on remaining hidden nodes obtained by excluding the reference hidden node from the hidden nodes, and based on the training data, the remaining hidden nodes being connected with hidden nodes in a different time interval, and a connection between the reference hidden node and the hidden nodes in the different time interval being ignored. |
| 地址 |
Suwon-si KR |
