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10/28/2022
UNFIS: A Novel Neuro-Fuzzy Inference System with Unstructured Fuzzy Rules for Classification
An important constraint of Fuzzy Inference Systems (FIS) is their struct...
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03/14/2022
A novel evolutionary-based neuro-fuzzy task scheduling approach to jointly optimize the main design challenges of heterogeneous MPSoCs
In this paper, an online task scheduling and mapping method based on a f...
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09/02/2021
Parkinson's Disease Diagnosis based on Gait Cycle Analysis Through an Interpretable Interval Type-2 Neuro-Fuzzy System
In this paper, an interpretable classifier using an interval type-2 fuzz...
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08/11/2021
IT2CFNN: An Interval Type-2 Correlation-Aware Fuzzy Neural Network to Construct Non-Separable Fuzzy Rules with Uncertain and Adaptive Shapes for Nonlinear Function Approximatio
In this paper, a new interval type-2 fuzzy neural network able to constr...
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11/25/2020
Backpropagation-Free Learning Method for Correlated Fuzzy Neural Networks
In this paper, a novel stepwise learning approach based on estimating de...
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08/01/2019