Challenge: Creating a Neuron
Aufgabe
Swipe to start coding
Your task is to implement the basic structure of a neuron by completing the missing parts.
- Initialize the weights (an array) and bias (a single number) with random values from a uniform distribution in range [−1,1) using NumPy.
- Compute the weighted sum of the inputs using the dot product, add the bias, and store the result in
input_sum_with_bias
. - Apply the sigmoid activation function to
input_sum_with_bias
to obtain the neuron's output.
Lösung
War alles klar?
Danke für Ihr Feedback!
Abschnitt 2. Kapitel 2
single
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Completion rate improved to 4
Challenge: Creating a Neuron
Swipe um das Menü anzuzeigen
Aufgabe
Swipe to start coding
Your task is to implement the basic structure of a neuron by completing the missing parts.
- Initialize the weights (an array) and bias (a single number) with random values from a uniform distribution in range [−1,1) using NumPy.
- Compute the weighted sum of the inputs using the dot product, add the bias, and store the result in
input_sum_with_bias
. - Apply the sigmoid activation function to
input_sum_with_bias
to obtain the neuron's output.
Lösung
War alles klar?
Danke für Ihr Feedback!
Awesome!
Completion rate improved to 4Abschnitt 2. Kapitel 2
single