Journal ArticleDOI
Segmenting images with gradient-based edge detection using Membrane Computing
TLDR
A parallel implementation of a new algorithm for segmenting images with gradient-based edge detection by using techniques from Natural Computing, implemented in a novel device architecture called CUDA(TM)(Compute Unified Device Architecture).About:
This article is published in Pattern Recognition Letters.The article was published on 2013-06-01. It has received 57 citations till now. The article focuses on the topics: Parallel algorithm & Natural computing.read more
Citations
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Book ChapterDOI
Enhanced Throughput and Accelerated Detection of Network Attacks Using a Membrane Computing Model Implemented on a GPU
TL;DR: This work builds a P system model for attack detection by combining some of the features of a recognizer P system and a tissue-like P system with symport rules and uses a massively parallel NVIDIA CUDA architecture to overcome the issue of large data handling.
Proceedings ArticleDOI
Exploring the applicability of membrane computing to network security
TL;DR: This article proposes membrane computing as an alternative veritable tool towards solving some of the problems of NSS such as packet dropping in Intrusion Detection System (IDS) which usually emanates from systems' inability to handle large traffic data.
Journal ArticleDOI
P System–Based Clustering Methods Using NoSQL Databases
TL;DR: In this paper, a clustering algorithm based on membrane systems is proposed for NoSQL database systems, which are designed to manage big data. But the authors focus on the type of the database management system, e.g., NoSQL, but the corporation or the research team can choose which specific database management systems is used, then they give a perspective, how the algorithms written like this behave in such an environment, so that, based on this, a more substantiated decision can be made, meaning which database management System should be connected to the system.
Journal ArticleDOI
Deep dynamic spiking neural P systems with applications in organ segmentation
Journal ArticleDOI
Three-dimensional Image Segmentation using Tissue-like P System
TL;DR: This work proposes a tissue-like P system for segmenting 3D medical images and is the first work that practically adapts MC for 3D images, and it has the potential to be used in real-world applications.
References
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Book
Adaptation in natural and artificial systems
TL;DR: Names of founding work in the area of Adaptation and modiication, which aims to mimic biological optimization, and some (Non-GA) branches of AI.
Journal ArticleDOI
A logical calculus of the ideas immanent in nervous activity
Warren S. McCulloch,Walter Pitts +1 more
TL;DR: In this article, it is shown that many particular choices among possible neurophysiological assumptions are equivalent, in the sense that for every net behaving under one assumption, there exists another net which behaves under another and gives the same results, although perhaps not in the same time.
Book
Theory of Self-Reproducing Automata
John von Neumann,Arthur W. Burks +1 more
TL;DR: This invention relates to prefabricated buildings and comprises a central unit having a peripheral section therearound to form a main residential part defined by an assembly of juxtaposed roofing and facing trusses.
Journal ArticleDOI
Molecular computation of solutions to combinatorial problems
TL;DR: This experiment demonstrates the feasibility of carrying out computations at the molecular level by solving an instance of the directed Hamiltonian path problem with standard protocols and enzymes.
Journal ArticleDOI
A review on image segmentation techniques
Nikhil R. Pal,Sankar K. Pal +1 more
TL;DR: Attempts have been made to cover both fuzzy and non-fuzzy techniques including color image segmentation and neural network based approaches, which addresses the issue of quantitative evaluation of segmentation results.