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Memristor crossbar-based hardware implementation of the IDS method
Ink drop spread (IDS) is the engine of an active learning method, which is the methodology
of soft computing. IDS, as a pattern-based processing unit, extracts useful information from a …
of soft computing. IDS, as a pattern-based processing unit, extracts useful information from a …
Memristive neuro-fuzzy system
In this paper, a novel neuro-fuzzy computing system is proposed where its learning is based
on the creation of fuzzy relations by using a new implication method without utilizing any …
on the creation of fuzzy relations by using a new implication method without utilizing any …
Refining membership degrees obtained from fuzzy C-means by re-fuzzification
M Javadian, R Vaziri, S Haghzad Klidbary… - Iranian Journal of Fuzzy …, 2020 - ijfs.usb.ac.ir
Fuzzy C-mean (FCM) is the most well-known and widely-used fuzzy clustering algorithm.
However, one of the weaknesses of the FCM is the way it assigns membership degrees to …
However, one of the weaknesses of the FCM is the way it assigns membership degrees to …
An adaptive efficient memristive ink drop spread (IDS) computing system
Abstract Active Learning Method (ALM) is one of the powerful tools in soft computing and it is
inspired by the human brain capabilities in approaching complicated problems. ALM, which …
inspired by the human brain capabilities in approaching complicated problems. ALM, which …
A study on the modeling ability of the IDS method: A soft computing technique using pattern-based information processing
M Murakami, N Honda - International journal of approximate reasoning, 2007 - Elsevier
The ink drop spread (IDS) method is a modeling technique developed by algorithmically
mimicking the information-handling processes of the human brain. This method has been …
mimicking the information-handling processes of the human brain. This method has been …
Outlier robust fuzzy active learning method (ALM)
Active Learning Method (ALM) is a fuzzy learning method and is inspired by the approach of
human's brain toward understanding complicated problems. In this algorithm, a Multi-Input …
human's brain toward understanding complicated problems. In this algorithm, a Multi-Input …
A novel adaptive learning algorithm for low-dimensional feature space using memristor-crossbar implementation and on-chip training
Proposing an efficient algorithm with an appropriate hardware implementation has always
been an interesting and a rather challenging field of research in Artificial Intelligence (AI) …
been an interesting and a rather challenging field of research in Artificial Intelligence (AI) …
Digital hardware realization of a novel adaptive ink drop spread operator and its application in modeling and classification and on-chip training
In artificial intelligence (AI), proposing an efficient algorithm with an appropriate hardware
implementation has always been a challenge because of the well-accepted fact that AI …
implementation has always been a challenge because of the well-accepted fact that AI …
A novel density-based fuzzy clustering algorithm for low dimensional feature space
M Javadian, SB Shouraki, SS Kourabbaslou - Fuzzy Sets and Systems, 2017 - Elsevier
In this paper, we propose a novel density-based fuzzy clustering algorithm based on Active
Learning Method (ALM), which is a methodology of soft computing inspired by some …
Learning Method (ALM), which is a methodology of soft computing inspired by some …
Classification performance of the IDS method based on the two-spiral benchmark
M Murakami, N Honda - 2005 IEEE International Conference …, 2005 - ieeexplore.ieee.org
The ink drop spread (IDS) method is a modeling technique used in the active learning
method (ALM), which is a new approach to soft computing. It is characterized by a modeling …
method (ALM), which is a new approach to soft computing. It is characterized by a modeling …