Dives into the captivating realm of Deep Neural Networks, where artificial intelligence converges with the intricate structure of the human brain. This quest unveils intriguing insights into how machines can learn, adapt, and interpret the world around them. Through a lens of deep learning algorithms, we uncover the possibilities of NOHU to disrupt