A backpropagation-based algorithm that dynamically configures the structure of feedforward multilayered neural networks and demonstrates its potential for control applications. The algorithm presents a systematic meth...
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A backpropagation-based algorithm that dynamically configures the structure of feedforward multilayered neural networks and demonstrates its potential for control applications. The algorithm presents a systematic method for selecting neural network structures according to the complexity of the required mappings. A generate-and-test scheme is employed to evaluate the learning performance of the structure used and modify it accordingly by exploring different alternative structures and selecting the most suitable one. The efficiency of the algorithm is demonstrated using two case studies.< >
connectionist architecture are being studied from various perspectives and applied in diverse domains with promising performance. In this paper, we study MultiLayer Perceptron(MLP), one of the most widely used archite...
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ISBN:
(纸本)0852965311
connectionist architecture are being studied from various perspectives and applied in diverse domains with promising performance. In this paper, we study MultiLayer Perceptron(MLP), one of the most widely used architectures, for generating an alternative representations of speech signal. A brief description of the MLP architecture, the specification of the external environment in which it functions in autoassociative mode and the learning algorithm to establish this auto associative mapping, are presented.
This volume comprises the select proceedings of the 2ndinternationalconference on signal & Data processing (ICSDP) 2022. The contents focus on the latest research and developments in the field of artificial inte...
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ISBN:
(数字)9789819914104
ISBN:
(纸本)9789819914098;9789819914128
This volume comprises the select proceedings of the 2ndinternationalconference on signal & Data processing (ICSDP) 2022. The contents focus on the latest research and developments in the field of artificial intelligence & machinelearning, Internet of things (IoT), cybernetics, advanced communication systems, VLSI embedded systems, power electronics and automation, MEMS/ nanotechnology, renewable energy, bioinformatics, data acquisition and mining, antenna & RF systems, power systems, biomedical engineering, aerospace & navigation. This volume will prove to be a valuable resource for those in academia and industry.
This book is a collection of best selected research papers presented at the 2ndconference on machinelearning, Deep learning and Computational Intelligence for Wireless Communication (MDCWC 2023) held during June 22-...
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ISBN:
(数字)9783031479427
ISBN:
(纸本)9783031479410;9783031479441
This book is a collection of best selected research papers presented at the 2ndconference on machinelearning, Deep learning and Computational Intelligence for Wireless Communication (MDCWC 2023) held during June 22-24th, 2023, at the National Institute of Technology Tiruchirappalli, India. The presented papers are grouped under the following topics (a) machinelearning, Deep learning and Computational intelligence algorithms (b) Wireless communication systems and (c) Mobile data applications. The topics include the latest research and results in the areas of network prediction, traffic classification, call detail record mining, mobile health care, mobile pattern recognition, natural language processing, automatic speech processing, mobility analysis, indoor localization, wireless sensor networks (WSN), energy minimization, routing, scheduling, resource allocation, multiple access, power control, malware detection, cyber security, flooding attacks detection, mobile apps sniffing, MIMO detection, signal detection in MIMO-OFDM, modulation recognition, channel estimation, MIMO nonlinear equalization, super-resolution channel and direction-of-arrival estimation. The book is a rich reference material for academia and industry.
This book offers a collection of high-quality research papers presented at the 2ndinternationalconference on Sensor Networks andsignalprocessing (SNSP 2019), held in Taiwan on November 19–22, 2019. It presents no...
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ISBN:
(数字)9789811549175
ISBN:
(纸本)9789811549168
This book offers a collection of high-quality research papers presented at the 2ndinternationalconference on Sensor Networks andsignalprocessing (SNSP 2019), held in Taiwan on November 19–22, 2019. It presents novel contributions in the areas of sensor and actuator networks, wireless networks, networking and protocols, security and privacy, wireless communications, distributed algorithms, Internet of Things, system modeling and performance analysis, fault tolerance/diagnostics, information management, data mining and analysis, embedded systems design, signal theory, signal and image processing, detection and estimation, spectral analysis, software developments, pattern recognition, data processing, remote sensing, big data, machinelearning, information and coding theory, and industrial applications.
This book includes selected papers from the 2ndinternationalconference on machinelearning and Information processing (ICMLIP 2020), held at Vardhaman College of Engineering, Jawaharlal Nehru Technological Universit...
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ISBN:
(数字)9789813348592
ISBN:
(纸本)9789813348585
This book includes selected papers from the 2ndinternationalconference on machinelearning and Information processing (ICMLIP 2020), held at Vardhaman College of Engineering, Jawaharlal Nehru Technological University (JNTU), Hyderabad, India, from November 28 to 29, 2020. It presents the latest developments and technical solutions in the areas of advanced computing and data sciences, covering machinelearning, artificial intelligence, human–computer interaction, IoT, deep learning, image processing and pattern recognition, andsignal and speech processing.
This book gathers selected high-quality research papers presented at the 2ndinternationalconference on Advanced Computing Applications (ICACA 2021), held virtually during 27––28 March 2021. The book is divided int...
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ISBN:
(数字)9789811652073
ISBN:
(纸本)9789811652066
This book gathers selected high-quality research papers presented at the 2ndinternationalconference on Advanced Computing Applications (ICACA 2021), held virtually during 27––28 March 2021. The book is divided into four sections. These are communication and computing, signalprocessing and multimedia, computational intelligence and data analytics and decision computing. The topics covered are advanced communication technologies, IoT-based systems and applications, network security and reliability, virtualization technologies, compressed sensors and multimedia applications, signal image and video processing, machinelearning, pattern recognitions, intelligent computing, big data analytics, analytics in bio-computing, AI-driven 6G mobile wireless networks and autonomous driving.
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