Subject
Computer Science
Topic
Artificial Intelligence
What is the output range of the tanh activation function?
What is the output range of the tanh activation function?
a)
Between 0 and 1b)
Between 0 and infinityc)
Between -1 and 1d)
Between -infinity and 0Explanation
tanh is a zero-centred, S-shaped function.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?
