The essence of computation is nonlinearity. A cascade of linear functions, no matter how deep, is just another linear function—the product of any two matrices is just another matrix—so it is ...
and recent advances in the complexity of such statistical models 5 provide a rich source of ideas for understanding neural computation. All the best speech recognition programs now work by fitting ...
Find out more about available formats and browse any associated online resources. One of the most cited books in physics of all time, Quantum Computation and Quantum Information remains the best ...
The rise of large language models (LLMs) has sparked questions about their computational abilities compared to traditional models. While recent research has shown that LLMs can simulate a universal ...