Can we use Multiple data as Input in a NN for a single Output? So I am new to NN and I'm trying to go deep and apply it to my subject. I would like to ask: the input of the NN can be 2 or more values for example-&gt; the measurement of a value, distance, and time? An example of input data would be [ [1,2,3, ....],[11,22,33, .....],[5] ] whose output is a value 1 for example or cat or an generated model.
Yes, it can be those multiple inputs, you would have to design the network like that (to have 3 input layers and then pool them afterwards).
But, an easier solution would be to flatten this array and put it through 1D CNN and finally put it through a softmaxx.