deals with two new types of neurons: multi-valued neurons and universal binary neurons. These neurons are based on complex number arithmetic and are hence much more powerful than the typical neurons used in artific...
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ISBN:
(数字)9781475731156
ISBN:
(纸本)9780792378242;9781441949783
deals with two new types of neurons: multi-valued neurons and universal binary neurons. These neurons are based on complex number arithmetic and are hence much more powerful than the typical neurons used in artificialneuralnetworks. Therefore, networks with such neurons exhibit a broad functionality. They can not only realise threshold input/output maps but can also implement any arbitrary Boolean function. Two learning methods are presented whereby these networks can be trained easily. The broad applicability of these networks is proven by several case studies in different fields of application: imageprocessing, edge detection, image enhancement, super resolution, pattern recognition, face recognition, and prediction. The book is hence partitioned into three almost equally sized parts: a mathematical study of the unique features of these new neurons, learning of networks of such neurons, and application of such neuralnetworks. Most of this work was developed by the first two authors over a period of more than 10 years and was only available in the Russian literature. With this book we present the first comprehensive treatment of this important class of neuralnetworks in the open Western literature.;is intended for anyone with a scholarly interest in neural network theory, applications and learning. It will also be of interest to researchers and practitioners in the fields of imageprocessing, pattern recognition, control and robotics.
This volume constitutes the first of three parts of the refereed proceedings of the First International Conference on Computer Science and Information Technology, CCSIT 2010, held in Bangalore, India, in January 2011....
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ISBN:
(数字)9783642178573
ISBN:
(纸本)9783642178566
This volume constitutes the first of three parts of the refereed proceedings of the First International Conference on Computer Science and Information Technology, CCSIT 2010, held in Bangalore, India, in January 2011.
The 59 revised full papers presented in this volume were carefully reviewed and selected. The papers are organized in topical sections on distributed and parallel systems and algorithms; DSP, imageprocessing, pattern recognition, and multimedia; software engineering; database and data Mining; as well as soft computing, such as AI, neuralnetworks, fuzzy systems, etc.
The three volume set LNCS 8834, LNCS 8835, and LNCS 8836 constitutes the proceedings of the 21st International Conference on neural Information processing, ICONIP 2014, held in Kuching, Malaysia, in November 2014. The...
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ISBN:
(数字)9783319126371
ISBN:
(纸本)9783319126364
The three volume set LNCS 8834, LNCS 8835, and LNCS 8836 constitutes the proceedings of the 21st International Conference on neural Information processing, ICONIP 2014, held in Kuching, Malaysia, in November 2014. The 231 full papers presented were carefully reviewed and selected from 375 submissions. The selected papers cover major topics of theoretical research, empirical study, and applications of neural information processing research. The 3 volumes represent topical sections containing articles on cognitive science, neuralnetworks and learning systems, theory and design, applications, kernel and statistical methods, evolutionary computation and hybrid intelligent systems, signal and imageprocessing, and special sessions intelligent systems for supporting decision, making processes, theories and applications, cognitive robotics, and learning systems for social network and web mining.
neural computation arises from the capacity of nervoustissue to process information and accumulate knowledge in anintelligent manner. Conventional computational machines haveencountered enormous difficulties in dup...
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ISBN:
(数字)9783540477419
ISBN:
(纸本)9783540567981
neural computation arises from the capacity of nervous
tissue to process information and accumulate knowledge in an
intelligent manner. Conventional computational machines have
encountered enormous difficulties in duplicatingsuch
functionalities. This has given rise to the development of
artificialneuralnetworks where computation is distributed
over a great number of local processing elements with a high
degree of connectivityand in which external programming is
replaced with supervised and unsupervised learning.
The papers presented in this volume are carefully reviewed
versions of the talks delivered at the International
Workshop on artificialneuralnetworks (IWANN '93) organized
by the Universities of Catalonia and the Spanish Open
University at Madrid and held at Barcelona, Spain, in June
1993. The 111 papers are organized in seven sections:
biological perspectives, mathematical models, learning,
self-organizing networks, neural software, hardware
implementation, and applications (in five subsections:
signal processing and pattern recognition, communications,
artificial vision, control and robotics, and other
applications).
The Proceedings of SocProS 2014 serves as an academic bonanza for scientists and researchers working in the field of Soft Computing. This book contains theoretical as well as practical aspects using fuzzy logic, neura...
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ISBN:
(数字)9788132222200
ISBN:
(纸本)9788132222194
The Proceedings of SocProS 2014 serves as an academic bonanza for scientists and researchers working in the field of Soft Computing. This book contains theoretical as well as practical aspects using fuzzy logic, neuralnetworks, evolutionary algorithms, swarm intelligence algorithms, etc., with many applications under the umbrella of ‘Soft Computing’. The book is beneficial for young as well as experienced researchers dealing across complex and intricate real world problems for which finding a solution by traditional methods is a difficult task.
The different application areas covered in the Proceedings are: imageprocessing, Cryptanalysis, Industrial Optimization, Supply Chain Management, Newly Proposed Nature Inspired Algorithms, Signal processing, Problems related to Medical and Healthcare, Networking Optimization Problems, etc.
This 4-Volume-Set, CCIS 0251 - CCIS 0254, constitutes the refereed proceedings of the International Conference on Informatics Engineering and Information Science, ICIEIS 2011, held in Kuala Lumpur, Malaysia, in Novemb...
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ISBN:
(数字)9783642254833
ISBN:
(纸本)9783642254826
This 4-Volume-Set, CCIS 0251 - CCIS 0254, constitutes the refereed proceedings of the International Conference on Informatics Engineering and Information Science, ICIEIS 2011, held in Kuala Lumpur, Malaysia, in November 2011.
The 210 revised full papers presented together with invited papers in the 4 volumes were carefully reviewed and selected from numerous submissions. The papers are organized in topical sections on e-learning, information security, software engineering, imageprocessing, algorithms, artificial intelligence and soft computing, e-commerce, data mining, neuralnetworks, social networks, grid computing, biometric technologies, networks, distributed and parallel computing, wireless networks, information and data management, web applications and software systems, multimedia, ad hoc networks, mobile computing, as well as miscellaneous topics in digital information and communications.
The two-volume set LNAI 7094 and 7095 constitutes the refereed proceedings of the 10th Mexican International Conference on artificial Intelligence, MICAI 2011, held in Puebla, Mexico, in November/December 2011. The 96...
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ISBN:
(数字)9783642253300
ISBN:
(纸本)9783642253294
The two-volume set LNAI 7094 and 7095 constitutes the refereed proceedings of the 10th Mexican International Conference on artificial Intelligence, MICAI 2011, held in Puebla, Mexico, in November/December 2011. The 96 revised papers presented were carefully selected from XXX submissions. The second volume contains 46 papers focusing on soft computing. The papers are organized in the following topical sections: fuzzy logic, uncertainty and probabilistic reasoning; evolutionary algorithms and other naturally-inspired algorithms; data mining; neuralnetworks and hybrid intelligent systems; and computer vision and imageprocessing.
This book constitutes the refereed proceedings of the 14th IFIP WG 12.5 International Conference on artificial Intelligence applications and Innovations, AIAI 2018, held in Rhodes, Greece, in May 2018.;The 42 full pap...
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ISBN:
(数字)9783319920078
ISBN:
(纸本)9783319920061;9783030063474
This book constitutes the refereed proceedings of the 14th IFIP WG 12.5 International Conference on artificial Intelligence applications and Innovations, AIAI 2018, held in Rhodes, Greece, in May 2018.;The 42 full papers and 12 short papers were carefully reviewed and selected from 88 submissions. They are organized in the following topical sections: social media, games, ontologies; deep learning; support vector machines; constraints; machine learning, regression, classification; neuralnetworks; medical intelligence; recommender systems; optimization; learning, intelligence; heuristic approaches, cloud; fuzzy; and human and computer interaction, sound, video, processing.
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