Search Results - "artificial neural networks"

Artificial Neural Networks A Practical Course / by da Silva, Ivan Nunes, Hernane Spatti, Danilo, Andrade Flauzino, Rogerio, Liboni, Luisa Helena Bartocci, dos Reis Alves, Silas Franco

Table of Contents: “…Introduction -- PART I - Neural Networks Architectures and Their Theoretical Aspects -- Architectures of Artificial Neural Networks and Training Processes -- Perceptron Network and Learning Rule -- Adaline Network and Delta Rule -- Multilayer Perceptron (MLP) -- Radial Basis Function (RBF) -- Recurrent Neural Topologies and Hopfield Network -- Self-Organizing Maps and Kohonen Network -- Learning Vector Quantization (LVQ) and Counter-Propagation Network -- Adaptive Resonance Theory (ART) -- Part II - Artificial Neural Networks Applications in Problems of Engineering and Applied Sciences -- Coffee Global Quality Estimation Using Multilayer Perceptron -- Computer Network Traffic Analysis Using SNMP Protocol and LVQ Network -- Forecasting Stock Market Trends Using Recurrent Network -- System for Disease Diagnosis Using ART Network -- Adulterants Patterns Identification in Coffee Powder Using Self-Organizing Maps -- Disturbances Recognition Related to Electrical Power Quality Using PMC Network -- Mobile Robot Trajectory Control Using Fuzzy System and MLP Network -- Method to Tomatoes Classification Using Computer Vision and MLP Network -- Analysis of RBF and MLP Network Performance in Pattern Classification Problems -- Solving Constrained Optimization Problems Using Hopfield Network -- Conclusion.…”
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Artificial Neural Network Modelling

Table of Contents: “…Artificial Neural Networks Applications: An Introduction -- Order in the Black Box: Consistency And Robustness Of Neuron Activation Of Feed Forward Neural Networks And Its Use In Efficient Optimization Of Network Structure -- Artificial Neural Networks as Models of Robustness in Development And Regeneration: Stability of Memory During Morphological Remodeling -- A Structure Optimization Algorithm of Neural Networks For Pattern Learning from Educational Data -- Stochastic Neural Networks for Modelling Random Processes from Observed Data -- Curvelet Interaction with Artificial Neural Networks -- Hybrid Wavelet Neural Network Approaches.…”
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Engineering Applications of FPGAs Chaotic Systems, Artificial Neural Networks, Random Number Generators, and Secure Communication Systems / by Tlelo-Cuautle, Esteban, Rangel-Magdaleno, José de Jesús, de la Fraga, Luis Gerardo

Table of Contents: “…Introduction to field programmable gate arrays -- VHDL -- Matlab-Simulink Co-simulation -- Chaos generators -- Artificial neural networks for time series prediction -- Random number generators -- Secure communication system -- Challenges in engineering applications.…”
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Yapay zeka uygulamaları : Yapay sinir ağı, makine öğrenmesi, derin öğrenme, derin ağlar, bulanık mantık, sinirsel bulanık mantık, genetik algoritma / by Elmas, Çetin

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Models of Neurons and Perceptrons: Selected Problems and Challenges by Bielecki, Andrzej

Table of Contents: “…Introduction -- Part I: Preliminaries -- Foundations of artificial neural networks -- Part II: Mathematical foundations -- General foundations -- Foundations of dynamical systems theory -- Part III: Mathematical models of the neuron -- Models of the whole neuron -- Models of parts of the neuron -- Part IV: Mathematical models of the perceptron -- General model of the perceptron -- Linear perceptrons -- Weakly nonlinear perceptrons -- Nonlinear perceptrons -- Concluding remarks and comments. .…”
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Evolutionary Algorithms and Neural Networks Theory and Applications / by Mirjalili, Seyedali

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Artificial Adaptive Systems Using Auto Contractive Maps Theory, Applications and Extensions / by Buscema, Paolo Massimo, Massini, Giulia, Breda, Marco, Lodwick, Weldon A., Newman, Francis, Asadi-Zeydabadi, Masoud

Table of Contents: “…An Introduction -- Artificial Neural Networks -- Auto-Contractive Maps -- Visualization of Auto-CM Output -- Dataset Transformations and Auto-CM -- Comparison of Auto-CM to Various Other Data Understanding Approaches.…”
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Soft Computing: Theories and Applications Proceedings of SoCTA 2017 /

Table of Contents: “…Chapter 1: An Analysis of Authors productivity in RFID & Supply Chain Management -- Chapter 2: Meta Heuristic Techniques Study for Fault Tolerant in Cloud Computing Environment: A Survey Work -- Chapter 3: Complexity Metrics for Component Based Software System -- Chapter 4: DESIGN AND ANALYSIS OF ON-CHIP LOW POWER, LOW DROP-OUT VOLTAGE REGULATOR using FFRC and MCC Techniques -- Chapter 5: Study and Analysis of Back-Propagation Approach in Artificial Neural Network using HOG Descriptor for Real-time Object Classification -- Chapter 6: Identification of relevant stochastic input variables for prediction of daily PM10 using Artificial Neural Networks -- Chapter 7: Field based Weighting Information Retrieval on Document field of Ad hoc dataset .…”
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Modelling and Optimisation of Laser Assisted Oxygen (LASOX) Cutting: A Soft Computing Based Approach by Chaki, Sudipto, Ghosal, Sujit

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Classification in BioApps Automation of Decision Making /

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Evolution of Artificial Neural Development In search of learning genes / by Khan, Gul Muhammad

Table of Contents: “…Making the Computer 'Brained' -- The Biology of Brain:An insight into the Human Brain -- Evolutionary Computation -- Artificial Neural Network (ANNs) -- Structure and Operation of Cartesian Genetic Programming Developmental Network (CGPDN) Model -- Wumpus World -- Checkers -- Concluding Remarks and Future Directions.…”
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International Conference on Advanced Computing Networking and Informatics ICANI-2018 /

Table of Contents: “…Design and Implementation of Fuzzy Expert System for Dengue Diagnosis -- Reduced Order Modelling of Linear Time-Invariant Systems Using Soft Computing Technique -- Automated Classification of Cancerous Brain Tumours using Haarlet Transform and Probabilistic Neural Networks -- Solar Energy Prediction Using Back Propagation in Artificial Neural Networks -- Movie Rating Prediction System based on Opinion Mining and Artificial Neural Networks -- Classification of Satellite Images on HDFS Using Deep Neural Networks -- Enhanced Entity Extraction Using Big Data Mechanics -- Improved Ranking for Search Over Encrypted Cloud Data Using Parallel Index -- A Framework for Data Storage Security with Efficient Computing in Cloud -- Cloud Scheduling Using Improved Hyper Heuristic Framework -- An Approach for Grammatical Inference based on Alignment of Slot -- Effective Product Ranking Using Opinion Mining -- A Band Jamming Technique with Non-Coherent Detection for Wireless Network Security.…”
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Advances in Computational Intelligence Proceedings of International Conference on Computational Intelligence 2015 /

Table of Contents: “…PART 1: Fuzzy Logic -- PART 2: Artificial Neural Network -- PART 3: Genetic Algorithm and Bio-Inspired Computing -- PART 4: Applications in Cloud Computing. …”
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Mapping Biological Systems to Network Systems by Rathore, Heena

Table of Contents: “…Introduction: Bio-inspired Systems -- Computer Networks -- Inceptive Finding -- Swarm Intelligence and Social Insects -- Immunology and Immune System -- Information Epidemics and Social Networking -- Artificial Neural Networks -- Genetic Algorithms -- Bio-inspired Software Defined Networking -- Case Study: Providing Trust in Wireless Sensor Networks -- Bio-inspired Approaches in Various Engineering Domain.…”
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Computer and Information Science

Table of Contents: “…The Drill-Locate-Drill (DLD) Algorithm for Automated Medical Diagnostic Reasoning: Implementation and Evaluation in Psychiatry -- Implementation of Artificial Neural Network and Multilevel of Discrete Wavelet Transform for Voice Recognition -- Parallel Dictionary Learning for Multimodal Voice Conversion Using Matrix Factorization -- Unanticipated Context Awareness for Software Configuration Access using the getenv API -- Stripes-bsed Object Matching. .…”
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Improved Performance of Materials Design and Experimental Approaches /

Table of Contents: “…1 Optimization on Wear Performance of Anti Wear Additive Added -- 2 Effect of Friction Stir Welding Parameters on the Peak Temperature and the Mechanical Properties of Aluminum Alloy 5083-O -- 3 Artificial Neural Networks Prediction Of Rubber Mechanical Properties In Aged And Nonaged State -- 4 Semi-Automated Gating System Design with Optimum Gate and Overflow Positions for Aluminum HPDC.…”
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Distributed Computing and Artificial Intelligence, Special Sessions, 15th International Conference

Table of Contents: “…Special Session on Advances on Demand Response and RenewableEnergy Sources in Smart Grids -- UCB1 Based Reinforcement Learning Model for Adaptive Energy Management in Buildings -- Electricity Price Forecast for Futures Contracts with Artificial Neural Network and Spearman Data Correlation -- Demand Response Implementation in an Optimization Based SCADA Model Under Real-Time Pricing Schemes -- Special Session on AI-Driven Methods for Multimodal Networks and Processes Modeling (AIMPM) -- Food Supply Chain Optimization - A Hybrid Approach.…”
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Towards Paraconsistent Engineering

Table of Contents: “…-- An Application of Paraconsistent Logic to Physics: Complementarity -- Two Genuine 3-Valued Paraconsistent Logics -- A Survey of Annotated Logics -- A Paraconsistent Artificial Neural Network for Structuring Statistical Process Control in Electrical Engineering -- Programming with Annotated Logics -- A Review on Rough Sets and Possible World Semantics for Modal Logics -- Paraconsistency, Chellas's Conditional Logics, and Association Rules -- A Beautiful Theorem.…”
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Machining, Joining and Modifications of Advanced Materials

Table of Contents: “…1 Experimental and Numerical Analysis of the Effect of Ribs and Beds in Sheet Metal Parts With 90° Bend -- 2 Effect of Boron Nitride Coating on Wear Behavior of Carbide Cutting Tools in Milling of Inconel 718 -- 3 Fused Deposition Modeling of PCL/HA/MMT Biocompatible Polymer Nano-composites -- 4 Forming Temperature Investigation of Aluminum and Aluminum/Silicon Carbide Using Image Texture Features -- 5 Application of Artificial Neural Network to Predict the Effects of Severe Shot Peening on Properties of Low Carbon Steel.…”
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Hybrid Intelligent Systems 17th International Conference on Hybrid Intelligent Systems (HIS 2017) held in Delhi, India, December 14-16, 2017 /

Table of Contents: “…Neural Tree for Estimating the Uniaxial Compressive Strength of Rock Materials -- Fault Tolerant Multiple Synchronized Parallel Load Balancing in Cloud -- Semi-Supervised Learning with the Integration of Fuzzy Clustering and Artificial Neural Network -- GMM-KNN: A Method for Processing Continuous k-NN Queries Based on The Gaussian Mixture Model -- Edge Detection for Cement Images Based on Interactive Genetic Algorithm -- A Fast Satellite Image Super-Resolution Technique Using Multicore Processing -- Use of Cellular Automata to Predict Deforestation in Queretaro -- A Classification Algorithm for Assessing the Quality Criteria for Business Process Models.…”
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