There have - convolutional nets have far fewer weights to learn than an equivalent fully connected net of the same depth. And you literally described it as a b

There have - convolutional nets have far fewer weights to learn than an equivalent fully connected net of the same depth. And you literally described it as a brute force approach in your comment.