2.5 Which of the following holds good for rectified linear unit? Rectified Linear Unit is computationally cheaper than both sigmoid and tanh activation function. Using ReLU activation function brings out model

sparsity. Since ReLU activation function is a linear region for positive input values, it could lead to an "dying ReLU" issue. By avoiding the activated value to be 0 along negative axis, "dying ReLU" issue can be addressed.