Introduction Would you like to write a neural network from start to finish? Are you perhaps shaky on some of the fundamental concepts and derivations, such as categorical cross-entropy loss or backpropagation? Alternatively, would you like an introduction to machine...
The world is full of complex, dynamical systems, from climate changes and tides to the route of the solar system around the galaxy. Our lives are also full of dynamical systems: fluctuations of the economy, the local and global trade, social dynamics, or the behavior...
In a world becoming ever more attuned to potential security threats, the need to deploy sophisticated surveillance systems is increasing. An intellectual system that functions as an intuitive “robotic eye” for accurate, real-time detection of unattended...
