Can the activation function be considered to mimic a neuron in the brain with either firing or not?
Thursday, 14 March 2024
by Dimitrios Efstathiou
Activation functions play a crucial role in artificial neural networks, serving as a key element in determining whether a neuron should be activated or not. The concept of activation functions can indeed be likened to the firing of neurons in the human brain. Just as a neuron in the brain fires or remains inactive based
- Published in Artificial Intelligence, EITC/AI/DLPP Deep Learning with Python and PyTorch, Introduction, Introduction to deep learning with Python and Pytorch
Tagged under:
Activation Functions, Artificial Intelligence, Artificial Neurons, Deep Learning, Neural Networks, PyTorch
What is a neural network?
Wednesday, 10 January 2024
by Daniel Forment
A neural network is a computational model inspired by the structure and functioning of the human brain. It is a fundamental component of artificial intelligence, specifically in the field of machine learning. Neural networks are designed to process and interpret complex patterns and relationships in data, allowing them to make predictions, recognize patterns, and solve