Building the Neural Network Mind How Computers Can Learn to Think for Themselves
The human brain has been a source of inspiration for computer scientists and engineers for decades. Its ability to process vast amounts of information, make complex decisions, and learn from experience is unparalleled in the natural world. This fascination led to the development of neural networks - a type of artificial intelligence (AI) that mimics the structure and function of the human brain.Neural networks are designed to replicate how neurons in our brains work together to process information and create knowledge. Like their biological counterparts, these artificial networks consist of interconnected nodes or 'neurons' that transmit signals between each other. These signals are then processed through multiple layers within the network, allowing it to learn patterns, recognize features...