The statement is **False**.

### Explanation:
The ReLU (Rectified Linear Unit) activation function is defined as:

$$
\text{ReLU}(x) = \max(0, x)
$$

This means:
1. If the input $ x $ is less than zero, the output of ReLU will be $ 0 $.
2. If the input $ x $ is greater than or equal to zero, the output will be $ x $.

Since the output cannot be negative for any input value (it outputs 0 for negative inputs), the statement is false.

Question

The statement is **False**.

### Explanation:
The ReLU (Rectified Linear Unit) activation function is defined as:

$$
\text{ReLU}(x) = \max(0, x)
$$

This means:
1. If the input $ x $ is less than zero, the output of ReLU will be $ 0 $.
2. If the input $ x $ is greater than or equal to zero, the output will be $ x $.

Since the output cannot be negative for any input value (it outputs 0 for negative inputs), the statement is false.

Knowee AI · Accepted Answer

The statement is **False**.

### Explanation:
The ReLU (Rectified Linear Unit) activation function is defined as:

$$
\text{ReLU}(x) = \max(0, x)
$$

This means:
1. If the input $ x $ is less than zero, the output of ReLU will be $ 0 $.
2. If the input $ x $ is greater than or equal to zero, the output will be $ x $.

Since the output cannot be negative for any input value (it outputs 0 for negative inputs), the statement is false.

ReLU activation function outputs a negative value for inputs less than zero.Group of answer choicesTrueFalse

Question

ReLU activation function outputs a negative value for inputs less than zero.

Solution

Explanation:

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