Convolutional deep Neural Networks for matrix

1. Can CNN be used with Matlab?
2. What operation do the CNNs use instead of general matrix multiplication?
3. Do neural networks use matrices?
4. Can CNN be used for multiclass classification?

Can CNN be used with Matlab?

CNNs with MATLAB

Using MATLAB^® with Deep Learning Toolbox™ enables you to design, train, and deploy CNNs.

What operation do the CNNs use instead of general matrix multiplication?

Convolutional networks are simply neural networks that use convolution in place of general matrix multiplication in at least one of their layers.

Do neural networks use matrices?

Traditional neural networks assume vectorial inputs as the network is arranged as layers of single line of computing units called neurons. This special structure requires the non-vectorial inputs such as matrices to be converted into vectors.

Can CNN be used for multiclass classification?

I coded and created a convultional neural network (CNN) from scratch to classify a dataset of images with three classes (panda, dog, and cat). Because we are dealing with multiple classes, the logistic regerssion fucntion we will be utilizing is the Softmax function.