A method to convert real number partitioned activation function into complex number one is provided. The method has 4em variations; 1 has potential to get holomorphic activation, 2 has potential to conserve complex angle, and the last 1 guarantees interaction between real and imaginary parts. The method has been applied to LReLU and SELU as examples. The complex number activation function is an building block of complex number ANN, which has potential to properly deal with complex number problems. But the complex activation is not well established yet. Therefore, we propose a way to extend the partitioned real activation to complex number.
翻译:提供了一种将实际数字分割激活功能转换成复杂数字一号的方法。 该方法有4em 变量; 1 有可能获得全貌激活, 2 有可能保存复杂角度, 最后1 可能保证真实部分和想象部分之间的相互作用。 该方法已被应用到LRELU和SELU作为实例。 复杂数字激活功能是复杂的数字 ANN 的构件, 它有适当处理复杂数字问题的潜力。 但是复杂的激活尚未完全确定。 因此, 我们建议了一种方法,将被分割的实际激活扩大到复杂数字 。