Overview :A tutorial-style introduction to a class of methods for extracting independent signals from a mixture of signals originating from different ... Read More
Overview :What does a medical test tell us about the chances of having a particular disease? How can we tell if a spoken phrase is, 'four candles' or... Read More
Overview :This short and richly illustrated book introduces the essential mathematics required to understand information theory. Originally developed ... Read More
Overview :Discovered by an 18th century mathematician and preacher, Bayes' rule is a cornerstone of modern probability theory. In this richly illustra... Read More
Overview :Artificial intelligence (AI) has now mastered tasks which could, until recently, be performed only by humans. These tasks include cancer dia... Read More
Overview :Discovered by an 18th century mathematician and preacher, Bayes' rule is a cornerstone of modern probability theory. In this richly illustra... Read More
Overview :The Fourier transform is a fundamental tool in the physical sciences, with applications in communications theory, electronics, engineering, ... Read More
Overview :Originally developed by Claude Shannon in the 1940s, information theory laid the foundations for the digital revolution, and is now an essen... Read More
Overview :Linear regression is the workhorse of data analysis. It is the first step, and often the only step, in fitting a simple model to data. This ... Read More
Overview :Discovered by an 18th century mathematician and preacher, Bayes' rule is a cornerstone of modern probability theory. In this richly illustra... Read More
Overview :Linear regression is the workhorse of data analysis. It is the first step, and often the only step, in fitting a simple model to data. This ... Read More
Overview :Linear regression is the workhorse of data analysis. It is the first step, and often the only step, in fitting a simple model to data. This ... Read More
Overview :An engaging introduction to the science of vision that offers a coherent account of vision based on general information processing principle... Read More
Overview :Understanding quantum mechanics matters because it is the engine that powers the universe. This engine is fuelled by a few simple principles... Read More
Overview :Originally developed by Claude Shannon in the 1940s, information theory laid the foundations for the digital revolution, and is now an essen... Read More
Overview :Modern artificial intelligence (AI) is built upon a relatively small number of foundational research papers, which have been collected and r... Read More
Overview :The brain is the most complex computational machine known to science, even though its components (neurons) are slow and unreliable compared ... Read More
Overview :The brain has always had a fundamental advantage over conventional computers: it can learn. However, a new generation of artificial intellig... Read More