Discover how to calculate the output of a 4-input neuron with specific weights and a linear transfer function. Learn the step-by-step process for determining the correct output, crucial for CNN certification exams.
Table of Contents
Question
A given 4-input neuron weighs 1, 2, 3, 4. The transfer function here is linear, and the constant of proportionality is equivalent to 2. Also, the inputs here are 4, 10, 5, 20, respectively. Thus, the output would be:
A. 119
B. 123
C. 238
D. 76
Answer
C. 238
Explanation
To determine the output of a given 4-input neuron with specified weights and a linear transfer function, we follow these steps:
- Identify Inputs and Weights.
- Calculate Weighted Sum.
- Apply Linear Transfer Function.
Thus, the correct answer is C. 238. This calculation shows how inputs and weights are combined in a linear neuron model to produce an output, which is essential knowledge for understanding neural networks in CNN certification exams1.
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