Design and Implementation of ANFIS on FPGA and Verification with Class Classification Problem
M Utami, Y Hoshino, N Rathnayake - International Workshop on …, 2023 - Springer
In this research, we implemented ANFIS (Adaptive-Network-Based Fuzzy Inference System)
on an FPGA (Field Programmable Gate Array) as a System-on-Chip (SoC) system and …
on an FPGA (Field Programmable Gate Array) as a System-on-Chip (SoC) system and …
Using FPGA technique for design and implementation of a fuzzy inference system
D Hung - Fuzzy Logic and Intelligent Systems, 1995 - Springer
Recently, there has been increased use of fuzzy logic in control applications. The kernel of a
fuzzy logic controller (FLC) is a fuzzy inference engine which includes the knowledge base …
fuzzy logic controller (FLC) is a fuzzy inference engine which includes the knowledge base …
A novel ANFIS algorithm architecture for FPGA implementation
This paper presents a new architecture for the Adaptive Neuro-Fuzzy Inference System
(ANFIS) algorithm targeting FPGA implementation. This new architecture offers higher …
(ANFIS) algorithm targeting FPGA implementation. This new architecture offers higher …
Artificial neural network for character recognition on embedded-based FPGA
An embedded system application involves a diverse set of skills that extend across
traditional disciplinary boundaries, including computer hardware, software, algorithms …
traditional disciplinary boundaries, including computer hardware, software, algorithms …
Fuzzy Hardware Tool: An Adaptable Tool to Facilitate the Implementation of Fuzzy Inference Systems in Hardware
R Valdez, Y Maldonado, JA Quevedo - Electronics, 2023 - mdpi.com
A Fuzzy Inference System (FIS) is a system that represents human reasoning based on fuzzy
if-then rules to extract valid results from imprecise or uncertain information. These systems …
if-then rules to extract valid results from imprecise or uncertain information. These systems …
Reconfigurable implementation of fuzzy inference system using FPGA
M Mohammadi, A Shaout - 2017 International Conference on …, 2017 - ieeexplore.ieee.org
Hardware implementation of algorithms is always considered to accelerate them. Fuzzy
inference system (FIS) is applicable when the mathematical description of a system is …
inference system (FIS) is applicable when the mathematical description of a system is …
Photovoltaic panel emulator in FPGA technology using ANFIS approach
F Gómez-Castañeda, GM Tornez-Xavier… - 2014 11th …, 2014 - ieeexplore.ieee.org
In this manuscript we present the implementation in FPGA of ANFIS system (Adaptive
Network-based Fuzzy Inference Systems) for a two-input architecture with three membership …
Network-based Fuzzy Inference Systems) for a two-input architecture with three membership …
Design and implementation of an adaptive neuro-fuzzy inference system on an FPGA used for nonlinear function generation
HJB Saldaña, CS Cárdenas - 2010 IEEE ANDESCON, 2010 - ieeexplore.ieee.org
This paper presents a digital system architecture for a two-input one-output zero order
ANFIS (Adaptive Neuro-Fuzzy Inference System) and its implementation on an FPGA (Field …
ANFIS (Adaptive Neuro-Fuzzy Inference System) and its implementation on an FPGA (Field …
FPGA Theoretical Analysis and Its Advantage Comparison in Artificial Intelligence
B Li - 2023 IEEE International Conference on Image …, 2023 - ieeexplore.ieee.org
With the continuous development of The Times and technology, artificial intelligence
algorithm and AI technology based on Field Programmable Gate Array (FPGA) technology …
algorithm and AI technology based on Field Programmable Gate Array (FPGA) technology …
Embedded intelligence on FPGA: Survey, applications and challenges
KP Seng, PJ Lee, LM Ang - Electronics, 2021 - mdpi.com
Embedded intelligence (EI) is an emerging research field and has the objective to
incorporate machine learning algorithms and intelligent decision-making capabilities into …
incorporate machine learning algorithms and intelligent decision-making capabilities into …