Zobrazeno 1 - 10
of 66
pro vyhledávání: '"Mark G. Arnold"'
Autor:
Mark G. Arnold
Publikováno v:
2022 IEEE 29th Symposium on Computer Arithmetic (ARITH).
Publikováno v:
IEEE Transactions on Computers. 69:1719-1732
The Residue Logarithmic Number System (RLNS) offers fast multiplication and division, but poses challenges for implementing addition and subtraction because the underlying integer Residue Number System (RNS) has slow sign detection. The conventional
Publikováno v:
ASAP
The Logarithmic Number System (LNS) is useful in applications that tolerate approximate computation, such as classification using multi-layer neural networks that compute nonlinear functions of weighted sums of inputs from previous layers. Supervised
Publikováno v:
NORCAS
Mitchell's method typically is used to compute approximate base-2 antilogarithms using minimal hardware (no ROM). Another use of identical hardware approximates the function (called the “addition logarithm”) that computes the sum of values repres
Publikováno v:
PATMOS
Switching behavior and dynamic power consumption of arithmetic circuits are influenced by the distribution of operands as well as the number system used to encode them. Binary integer encoding may cause severe switching fluctuation; the integer Resid
Publikováno v:
ARITH
The Residue Number System (RNS) offers fast and cheap carry-free integer arithmetic but has slow and expensive overflow detection. The Logarithmic Number System (LNS) offers fast real multiplication, division and powers with floating-point-like relat
Autor:
Mark G. Arnold
Publikováno v:
Natural Computing. 12:235-246
The sticker model of computation, implemented using robotic processing of DNA, manipulates in parallel many bitstrings, called strands, that are contained in a limited number of tubes. Prior sticker arithmetic algorithms, patterned on digital-electro
Publikováno v:
IET Control Theory & Applications. 6:1064-1070
Model predictive control (MPC) is an optimisation-based algorithm which usually requires a numerical method to calculate the solution of the problem. Inherently, numerical methods for optimisation problems are implemented on a finite-precision hardwa
Autor:
Sylvain Collange, Mark G. Arnold
Publikováno v:
IEEE Transactions on Computers. 60:202-213
The real Logarithmic Number System (LNS) offers fast multiplication but uses more expensive addition. Cotransformation and higher order table methods allow real LNS ALUs with reasonable precision on Field-Programmable Gate Arrays (FPGAs). The Complex
Publikováno v:
IEEE Transactions on Control Systems Technology. 17:1006-1017
This paper presents a hardware architecture for embedded real-time model predictive control (MPC). The computational cost of an MPC problem, which relies on the solution of an optimization problem at every time step, is dominated by operations on rea