![一种用于神经网络处理器的激活装置及方法](/CN/2019/1/52/images/201910264756.jpg)
基本信息:
- 专利标题: 一种用于神经网络处理器的激活装置及方法
- 专利标题(英):Activation device and method for neural network processor
- 申请号:CN201910264756.X 申请日:2019-04-03
- 公开(公告)号:CN110147879A 公开(公告)日:2019-08-20
- 发明人: 韩银和 , 闵丰 , 许浩博 , 王颖 , 王郁杰
- 申请人: 中国科学院计算技术研究所
- 申请人地址: 北京市海淀区中关村科学院南路6号
- 专利权人: 中国科学院计算技术研究所
- 当前专利权人: 中国科学院计算技术研究所
- 当前专利权人地址: 北京市海淀区中关村科学院南路6号
- 代理机构: 北京泛华伟业知识产权代理有限公司
- 代理人: 王勇
- 主分类号: G06N3/063
- IPC分类号: G06N3/063 ; G06F16/245
The invention provides an activation device for a neural network processor and a processor. The activation device comprises a lookup table unit, an activation control unit, a lookup preprocessing unitand a lookup post-processing unit, wherein the lookup table unit stores a corresponding relation between an independent variable value and a function value of an activation function type; the activation control unit is used for generating a control signal for the lookup table preprocessing unit and the lookup post-processing unit according to a currently selected activation function type; the lookup preprocessing unit is used for obtaining a to-be-searched value according to the control signal and the to-be-activated neuron value x; the lookup table unit is used for finding a function value matching the value to be looked up from a corresponding relation between an independent variable stored in the lookup table unit and an activation function value of the independent variable to serve asa lookup value; and the lookup post-processing unit is used for obtaining an activation result of the to-be-activated neuron value x according to the control signal and the lookup value.
IPC结构图谱:
G | 物理 |
--G06 | 计算;推算;计数 |
----G06N | 基于特定计算模型的计算机系统 |
------G06N3/00 | 基于生物学模型的计算机系统 |
--------G06N3/02 | .采用神经网络模型 |
----------G06N3/06 | ..物理实现,即神经网络、神经元或神经元部分的硬件实现 |
------------G06N3/063 | ...采用电的 |