How to implement 1D CNN using deep learning toolbox?

I haven't find convolution 1d block in deep learning toolbox in matlab 2021a. Also guide me how to implement 1d CNN using block(deep learning toolbox).

Answer 1

[David Willingham]

Hi,

Support for 1-D layers in MATLAB's deep learning toolbox came in R2021b. If you are using R2021a, you will need to define the 1-D layers using custom training loops. This example highlights how to do this: Sequence-to-Sequence Classification Using 1-D Convolutions

[BHVAIN MEHTA]

Hi.... I have updated a version ..Matlab2021b...could you please guide me how to import data for sequencial data (signal) for 1D CNN. I have data size ..30000*3500. And binary classification

[David Willingham]

Have you seen these examples?

Sequence Classification Using 1-D Convolutions

Sequence-to-Sequence Classification Using 1-D Convolutions

[BHVAIN MEHTA]

I have installed Matlab 2021b version. Can you please guide me how to import sequencial data ( 24000X 3499) training data.

i want to implement 1D CNN +LSTM for Binary classification.

Please guide me ..

[David Willingham]

See this example: https://www.mathworks.com/help/deeplearning/ug/train-network-on-image-and-feature-data.html