Delves into the captivating realm of Neuromorphic Computing, where artificial intelligence resonates with the intricate mechanics of the human brain. This exploration unveils intriguing insights into how systems can learn, adapt, and perceive the world around them. Through a perspective of deep learning algorithms, we illuminate the capabilities of