Ten years ago, researchers proved that adding full memory can theoretically aid computation. They’re just now beginning to ...

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 ...

Automata and Computability, Dexter C. Kozen. Automata Theory, Languages, and Computation , Hopcroft, Motwani, and Ullman (3rd edition). Elements of the theory of computation, Lewis and Papadimitriou ...

Storing data in the cloud is now routine for people and companies alike, but cybersecurity risks still exist, particularly in ...

Hypothetical devices that can quickly and accurately answer questions have become a powerful tool in computational complexity theory.

They highlight the need for a broader rethinking of how we manage energy in a world increasingly driven by computation. Static systems that consume without regard for efficiency or equity are ...

Northwestern is a world leader in the design of soft materials, and the Center for Computation and Theory of Soft Materials (CCTSM) is at the forefront of this effort. Providing computational ...

This project shows both the strengths and limitations of parallel computation. It makes use of multiple math units on a highly parallelizable workload, but as more math units are added there are ...