1 code implementation • 16 Feb 2023 • Jose Agustin Barrachina, Chengfang Ren, Gilles Vieillard, Christele Morisseau, Jean-Philippe Ovarlez
This work explains in detail the theory behind Complex-Valued Neural Network (CVNN), including Wirtinger calculus, complex backpropagation, and basic modules such as complex layers, complex activation functions, or complex weight initialization.
1 code implementation • 17 Sep 2020 • Jose Agustin Barrachina, Chenfang Ren, Christele Morisseau, Gilles Vieillard, Jean-Philippe Ovarlez
First, we show the potential interest of Complex-Valued Neural Network (CVNN) on classification tasks for complex-valued datasets.