Subject
Computer Science
Topic
Artificial Intelligence
The number of neurons in the input layer of a neural network is usually equal to ____.
The number of neurons in the input layer of a neural network is usually equal to ____.
a)
the number of input featuresb)
the number of output classesc)
the number of hidden layersd)
the batch sizeExplanation
Each input neuron receives one feature value.Related questions
In the figure, a perceptron has weights 1,1, input 0,0, bias -1.5, and threshold 0. What output does it produce?In the figure, a perceptron has weights 1,1, input 1,1, bias -1.5, and threshold 0. What output does it produce?In the figure, a perceptron has weights 1,-1, input 2,1, bias 0, and threshold 0. What output does it produce?In the figure, what is sigmoid(-2) rounded to three decimals?In the figure, what is sigmoid(2) rounded to three decimals?In the figure, a fully connected layer has 4 inputs and 3 neurons, with one bias per neuron. How many trainable parameters does it have?What output does a ReLU unit produce for input -3?A weight is 2, learning rate 0.1, and loss gradient 0.5. What is the weight after one gradient-descent step?