Activation Functions in Neural Networks
Activation Functions in Neural Networks Life is a journey full of twists and turns, and sometimes, we find ourselves needing to hit the reset button. Whether it's due to unexpected challenges or simply the passage of time, there comes a moment when we need to re-activate our lives—to reignite our passions, rediscover our purpose, and revitalize our careers. In much the same way, neural networks depend on activation functions to "wake up" the neurons, enabling them to process information and make decisions. Just as we might need to re-activate different aspects of our lives to achieve personal growth, neural networks rely on activation functions to learn, adapt, and ultimately solve complex problems. The Role of Activation Functions in Neural Networks Activation functions are the gatekeepers in a neural network, determining whether a neuron should "fire" or remain inactive based on the input it receives. This decision-making process is crucial because it allows...
