How can I input complex data 3-D matrices in a convolutional neural network (using deep learning toolbox)?
조회 수: 1 (최근 30일)
이전 댓글 표시
I need to train a convolutional neural network (CNN) whose inputs are 3-dimensional matrices containing complex numbers, but checking the Deep Learning Toolbox documentation it seems that inputs for CNNs must be images with defined channels. How can I input this type of data into a CNN using the Deep Learning Toolbox?
댓글 수: 0
답변 (1개)
Gabija Marsalkaite
2019년 5월 3일
MATLAB does not have explicit support for complex numbers in neural networks in 2019a (this may change in later releases). In your case I would try separating real and imaginary parts as two channels (or more if you can think of better ways to represent data) and use it as 3D images with 2 channels.
참고 항목
카테고리
Help Center 및 File Exchange에서 Image Data Workflows에 대해 자세히 알아보기
Community Treasure Hunt
Find the treasures in MATLAB Central and discover how the community can help you!
Start Hunting!