Speeding Up SSFEM Computation Using Kronecker Tensor Products
نویسندگان
چکیده
منابع مشابه
Kronecker Factorization for Speeding up Kernel Machines
In kernel machines, such as kernel principal component analysis (KPCA), Gaussian Processes (GPs), and Support Vector Machines (SVMs), the computational complexity of finding a solution is O(n), where n is the number of training instances. To reduce this expensive computational complexity, we propose using Kronecker factorization, which approximates a positive definite kernel matrix by the Krone...
متن کاملSpeeding Up Pairing Computation
In this note, we describe how to achieve a simple yet substantial speed up of Miller’s algorithm, when not using denominator elimination, and working over quadratic extension fields.
متن کاملExponentiation : Speeding up the Computation
In lecture notes 9, section 4, we explained how to control the growth in the lengths of numbers when computing me mod n, for numbers m, e, and n which are 1024 bits long. Nevertheless, there is still a problem with the naive exponentiation algorithm that simply multiplies m by itself a total of e − 1 times. Since the value of e is roughly 21024, roughly that many iterations of the main loop wou...
متن کاملOn Kronecker products, tensor products and matrix differential calculus
The algebra of the Kronecker products of matrices is recapitulated using a notation that reveals the tensor structures of the matrices. It is claimed that many of the difficulties that are encountered in working with the algebra can be alleviated by paying close attention to the indices that are concealed beneath the conventional matrix notation. The vectorisation operations and the commutation...
متن کاملSpeeding Up Image Computation by Using RTL Information
Image computation is the core operation for optimization and formal verification of sequential systems like controllers or protocols. State exploration techniques based on OBDDs use a partitioned representation of the transition relation to keep the OBDD-sizes manageable. This paper presents a new approach that significantly increases the quality of the partitioning of the transition relation o...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: IEEE Transactions on Magnetics
سال: 2009
ISSN: 0018-9464
DOI: 10.1109/tmag.2009.2012662