Bio-inspired imprecise computational blocks for efficient VLSI implementation of soft-computing applications

HR Mahdiani, A Ahmadi, SM Fakhraie… - IEEE Transactions on …, 2009 - ieeexplore.ieee.org
The conventional digital hardware computational blocks with different structures are
designed to compute the precise results of the assigned calculations. The main contribution …

Defuzzification block: New algorithms, and efficient hardware and software implementation issues

HR Mahdiani, A Banaiyan, MHS Javadi… - … Applications of Artificial …, 2013 - Elsevier
The defuzzification is a critical block when implementing a fuzzy inference engine due to
different variations and also high computational power demands of defuzzification …

Properties of interval type-2 defuzzification operators

TA Runkler, S Coupland, R John - 2015 IEEE International …, 2015 - ieeexplore.ieee.org
Interval type-2 defuzzification maps an interval type-2 fuzzy set to a crisp number. We show
that the semantic meaning of the interval type-2 fuzzy set (the associated opportunity or risk) …

Kernel based defuzzification

TA Runkler - Computational intelligence in intelligent data analysis, 2013 - Springer
Defuzzification converts a fuzzy set to a crisp value or set. Standard defuzzification methods
are the center of gravity (COG) and the mean of maxima (MOM). A popular parametric …

Computationally efficient active rule detection method: Algorithm and architecture

M Hamzeh, HR Mahdiani, A Saghafi, SM Fakhraie… - Fuzzy sets and …, 2009 - Elsevier
In this paper, a new active rule detection algorithm is proposed which is efficiently
implemented in dedicated fuzzy processors. Here, its advantages are analytically attested. A …

A hardware oriented fuzzification algorithm and its VLSI implementation

M Haji Seyed Javadi, HR Mahdiani, E Zeinali Kh - Soft Computing, 2013 - Springer
An efficient fuzzification algorithm named as Dynamic Precision Fuzzification (DPF) is
introduced in this paper which is mainly developed for hardware implementation. The DPF …

[PDF][PDF] Centre of Slice Area Average Defuzzifier For Digital Fuzzy Systems and Its Hardware Implementation.

AH Zavala, JAH Ruelas, OC Nieto - Journal of Multiple-Valued …, 2013 - researchgate.net
Fuzzy hardware is the best choice to reach high speed inference rates in knowledge based
systems. In fuzzy systems, the defuzzifier stage is the most hardware resource consumer …

Soft Realization: a Bio-inspired Implementation Paradigm

HR Mahdiani, MN Bojnordi, SM Fakhraie - arXiv preprint arXiv:1812.08430, 2018 - arxiv.org
Researchers traditionally solve the computational problems through rigorous and
deterministic algorithms called as Hard Computing. These precise algorithms have widely …

ISA Extension to General Purpose Processors for Fuzzy and Genetic Algorithm Applications

A Banaiyan, MS Jelodar… - NAFIPS 2006-2006 …, 2006 - ieeexplore.ieee.org
The number of intelligent systems which use soft-computing methods in real-world
applications is growing. General purpose processors (GPPs) are one selection of designers …

[引用][C] Arquitectura de alto rendimiento para procesadores difusos

MA Hernández Zavala - 2009