Autore	Wani M. Arif
Edizione	[1st ed. 2020.]
Pubbl/distr/stampa	Singapore : , : Springer Singapore : , : Imprint : Springer, , 2020
Descrizione fisica	1 online resource (XIV, 149 p. 87 illus., 53 illus. in color.)
Disciplina	006.3
Collana	Studies in Big Data
Soggetto topico	Computational intelligence Big data Neural networks (Computer science) Optical data processing Artificial intelligence Computational Intelligence Big Data Mathematical Models of Cognitive Processes and Neural Networks Computer Imaging, Vision, Pattern Recognition and Graphics Artificial Intelligence
ISBN	981-13-6794-9
Formato	Materiale a stampa
Livello bibliografico	Monografia
Lingua di pubblicazione	eng
Nota di contenuto	Preface -- Introduction to Deep Learning -- Basic Deep Learning Models -- Training Basic Deep Learning Models -- Optimising Deep Learning Models -- Application of Deep Learning in Classification -- Application of Deep Learning in Segmentation -- Application of Deep Learning in Face Recognition -- Application of Deep Learning in Fingerprint Recognition -- Author's Index.
Record Nr.	UNINA-9910484248103321

Edizione	[1st ed. 2018.]
Pubbl/distr/stampa	Cham : , : Springer International Publishing : , : Imprint : Springer, , 2018
Descrizione fisica	1 online resource (IX, 147 p. 44 illus., 23 illus. in color.)
Disciplina	006.3
Collana	Smart Innovation, Systems and Technologies
Soggetto topico	Computational intelligence Artificial intelligence Neural networks (Computer science) Signal processing Image processing Speech processing systems Computational Intelligence Artificial Intelligence Mathematical Models of Cognitive Processes and Neural Networks Signal, Image and Speech Processing
ISBN	3-319-66790-4
Formato	Materiale a stampa
Livello bibliografico	Monografia
Lingua di pubblicazione	eng
Nota di contenuto	Deep Learning Approaches for Facial Emotion Recognition: A Case Study on FER-2013 -- Analysis of Biologically Inspired Swarm Communication Models -- Target-Dependent Sentiment Analysis of Tweets using Bi-directional Gated Recurrent Neural Networks -- Traffic Modelling, Visualisation and Prediction for Urban Mobility Management -- Assurance in Reinforcement Learning Using Quantitative Verification -- Distillation of Deep Learning Ensembles as a Regularisation method -- Heuristic Constraint Answer Set Programming for Manufacturing Problems.
Record Nr.	UNINA-9910299879203321

Edizione	[1st ed. 2017.]
Pubbl/distr/stampa	Cham : , : Springer International Publishing : , : Imprint : Springer, , 2017
Descrizione fisica	1 online resource (XII, 511 p. 294 illus., 229 illus. in color.)
Disciplina	621.384133
Collana	Studies in Computational Intelligence
Soggetto topico	Computational intelligence Electronic circuits Electronics Microelectronics Neural networks (Computer science) Computational Intelligence Circuits and Systems Electronics and Microelectronics, Instrumentation Mathematical Models of Cognitive Processes and Neural Networks
ISBN	3-319-51724-4
Formato	Materiale a stampa
Livello bibliografico	Monografia
Lingua di pubblicazione	eng
Nota di contenuto	Chapter 1 Memristor Emulators A Note on Modeling -- Chapter 2 A Simple Oscillator using Memristor -- Chapter 3 A Hyperjerk Memristive System with Hidden Attractors -- Chapter 4 A Memristive System with Hidden Attractors and its Engineering Application -- Chapter 5 Adaptive Control, Synchronization and Circuit Simulation of a Memristor-Based -- Chapter 6 Modern System Design using Memristors -- Chapter 7 RF/Microwave Applications of Memristors -- Chapter 8 Theory, Modeling and Design of Memristor-Based Min-Max Circuits -- Chapter 9 Analysis of a 4-D Hyperchaotic Fractional-Order Memristive System with Hidden Attractors -- Chapter 10 Adaptive Control and Synchronization of a Memristor-Based Shinriki’s System.
Record Nr.	UNINA-9910254163203321

Edizione	[1st ed. 2014.]
Pubbl/distr/stampa	Cham : , : Springer International Publishing : , : Imprint : Springer, , 2014
Descrizione fisica	1 online resource (XVI, 649 p. 237 illus.)
Disciplina	006.32
Collana	Theoretical Computer Science and General Issues
Soggetto topico	Pattern recognition systems Data mining Artificial intelligence Computer vision Algorithms Neural networks (Computer science) Automated Pattern Recognition Data Mining and Knowledge Discovery Artificial Intelligence Computer Vision Mathematical Models of Cognitive Processes and Neural Networks
ISBN	3-319-12436-6
Formato	Materiale a stampa
Livello bibliografico	Monografia
Lingua di pubblicazione	eng
Nota di contenuto	Analysis -- A Less Conservative Guaranteed Cost Stabilization of Time-varying Delayed CNNs -- Existence and Uniqueness of almost Automorphic Solutions to Cohen-Grossberg Neural Networks with Delays -- A Proof of a Key Formula in the Error-backpropagation Learning Algorithm for Multiple Spiking Neural Networks -- Anti-Synchronization Control for Memristor-Based Recurrent Neural Networks -- Adaptive Pinning Synchronization of Coupled Inertial Delayed Neural Networks -- The Relationship between Neural Avalanches and Neural Oscillations -- Reinforcement-Learning-Based Controller Design for Nonafine Nonlinear Systems -- Multistability and Multiperiodicity Analysis of Complex-valued Neural Networks -- Exponential Synchronization of Coupled Stochastic and Switched Neural Networks with Impulsive Effects -- The Research of Building Indoor Temperature Prediction Based on Support Vector Machine -- Towards the Computation of A Nash Equilibrium -- Sensorless PMSM Speed Control Based on NN Adaptive System Observer -- Neural-Network-Based Adaptive Fault Estimation for a Class of Interconnected Nonlinear System with Triangular Forms -- Big Data Matrix Singular Value Decomposition Based on Low-Rank Tensor Train Decomposition -- CSP-Based EEG Analysis on Dissociated Brain Organization for Single-Digit Addition and Multiplication -- Lazy Fully Probabilistic Design of Decision Strategies -- Memristive Radial Basis Function Neural Network for Parameters Adjustment of PID Controller -- Finite-Time Stability of Switched Static Neural Networks -- Fixed-priority Scheduling Policies and their Non-utilization Bounds -- Modeling Dynamic Hysteresis of Smart Actuators with Fuzzy Tree -- Neurodynamics-based Model Predictive Control for Trajectory Tracking of Autonomous Underwater Vehicles -- Feedback-Dependence of Correlated Firing in Globally Coupled Networks -- Wilcox on-Norm-Based Robust Extreme Learning Machine -- Modeling -- An Artificial Synaptic Plasticity Mechanism for Classical Conditioning with Neural Networks -- An Application of Dynamic Regression Model and Residual Auto-regressive Model in Time Series -- Reweighted l2-Regularized Dual Averaging Approach for Highly Sparse Stochastic Learning -- Perceptual Learning Model on Recognizing Chinese Characters -- Hierarchical Solving Method for Large Scale TSP Problems -- Gaussian Process Learning: A Divide-and-Conquer Approach -- A Kernel ELM Classifier for High-resolution Remotely Sensed Imagery Based on Multiple Features -- Early-Stopping Regularized Least-Squares Classification -- Z-Type Model for Real-Time Solution of Complex ZLE -- A Dynamic Generation Approach for Ensemble of Extreme Learning Machines -- Saliency Detection: A Divisive Normalization Approach -- A Novel Neural Network Based Adaptive Control for A Class of Uncertain Strict-Feedback Nonlinear Systems -- Rough Sets Theory Approach to Extenics Risk Assessment Model in Social Risk -- Kernel Parameter Optimization for KFDA Based on Maximum Margin Criterion -- A Polynomial Time Solvable Algorithm to Binary Quadratic Programming Problems with Q being a Seven-Diagonal Matrix and its Neural Network Implementation -- A New Nonlinear Neural Network for Solving QP Problems -- Untrained Method for Ensemble Pruning and Weighted Combination -- An Improved Learning Algorithm with Tunable Kernels for Complex-Valued Radial Basis Function Neural Networks -- Combined Methodology Based on Kernel Regression and Kernel Density Estimation for Sign Language Machine Translation -- Adaptive Intelligent Control for Continuous Stirred Tank Reactor with Output Constraint -- Applications -- Modeling and Application of Principal Component Analysis in Industrial Boiler -- An Orientation Column-inspired Contour Representation and its Application in Shape-based Recognition -- Region Based Image Preprocessor for Feed-Forward Perception Based Systems -- Image Denoising with Signal Dependent Noise using Block Matching and 3D Filtering -- Different-Level Simultaneous Minimization with Aid of Ma Equivalence for Robotic Redundancy Resolution -- Content-Adaptive Rain and Snow Removal Algorithms for Single Image -- Data-Driven Bridge Detection in Compressed Domain from Panchromatic Satellite Imagery -- Fast Nonnegative Tensor Factorization By Using Accelerated Proximal Gradient -- Multiclassifier System with Fuzzy Inference Method Applied to the Recognition of Biosignals in the Control of Bioprosthetic Hand -- Target Detection Using Radar in Heavy Sea Clutter by Polarimetric Analysis and Neural Network -- Human Action Recognition Based on Difference Silhouette and Static Reservoir -- Metric-Based Multi-Task Grouping Neural Network for Traffic Flow.-Forecasting -- Object Tracking with A Novel Method Based on FS-CBWH within Mean-Shift Framework -- Bayesian Covariance Tracking with Adaptive Feature Selection -- Single-Trial Detection of Error-Related Potential by One-Unit SOBI-R in SSVEP-based BCI -- Generalized Regression Neural Networks with K-Fold Cross-Validation for Displacement of Landslide Forecasting -- One-Class Classification Ensemble with Dynamic Classifier Selection -- A Massive Sensor Data Streams Multi-dimensional Analysis Strategy -- Using Progressive Logarithmic Tilted Time Frame for Cloud-Based Monitoring Application -- Evolutionary Clustering Detection of Similarity in Neuronal Spike Patterns -- Fast and Effective Image Segmentation via Superpixels and Adaptive Thresholding -- Diagonal Log-normal Generalized RBF Neural Network for Stock Price Prediction -- Design of a Greedy V2G Coordinator Achieving Microgrid-level Load Shift -- PolSAR Image Segmentation Based on the Modified Non-negative -- Matrix Factorization and Support Vector Machine -- Solving Path Planning of UAV Based on Modified Multi-Population Differential Evolution Algorithm -- Consensus for Higher-order Multi-agent Networks with External Disturbances -- The Research of Document Clustering Topical Concept Based on Neural Networks -- The Research of Reducing Misregistration Based on Image Mosaicing -- A Parallel Image Segmentation Method Based on SOM and GPU with Application to MRI Image Processing.
Record Nr.	UNISA-996210539503316

Edizione	[1st ed. 2015.]
Pubbl/distr/stampa	Cham : , : Springer International Publishing : , : Imprint : Springer, , 2015
Descrizione fisica	1 online resource (XVI, 510 p. 203 illus.)
Disciplina	006.32
Collana	Theoretical Computer Science and General Issues
Soggetto topico	Pattern recognition systems Data mining Artificial intelligence Computer vision Algorithms Neural networks (Computer science) Automated Pattern Recognition Data Mining and Knowledge Discovery Artificial Intelligence Computer Vision Mathematical Models of Cognitive Processes and Neural Networks
ISBN	3-319-25393-X
Formato	Materiale a stampa
Livello bibliografico	Monografia
Lingua di pubblicazione	eng
Nota di contenuto	Intelligent Control -- A Novel T-S Fuzzy Model Based Adaptive Synchronization Control Scheme for Nonlinear Large-Scale Systems with Uncertainties and Time-Delay -- Finite-Time Control for Markov Jump Systems with Partly Known Transition Probabilities and Time-Varying Polytopic Uncertainties -- Hybrid Function Projective Synchronization of Unknown Cohen-Grossberg Neural Networks with Time Delays and Noise Perturbation -- Neural Dynamic Surface Control for Three-Phase PWM Voltage Source Rectifier -- A Terminal-Sliding-Mode-Based Frequency Regulation -- A New Discrete-Time Iterative Adaptive Dynamic Programming Algorithm Based on Q-Learning -- Adaptive Neural Network Control for a Class of Stochastic Nonlinear Strict-Feedback Systems -- Event-Triggered H1 Control for Continuous-Time Nonlinear System -- Adaptive Control of a Class of Nonlinear Systems with Parameterized Unknown Dynamics -- H-infinity Control Synthesis for Linear Parabolic PDE Systems with Model-Free Policy Iteration -- Exponential Synchronization of Complex Delayed Dynamical Networks with Uncertain Parameters via Intermittent Control -- Inverse-Free Scheme of G1 Type to Velocity-Level Inverse Kinematics of Redundant Robot Manipulators -- Design of Fuzzy-Neural-Network-Inherited Backstepping Control for Unmanned Underwater Vehicle -- Neurodynamics Analysis -- A New Sampled-Data State Estimator for Neural Networks of Neutral-Type with Time-Varying Delays -- Exponential Lag Synchronization for Delayed Cohen-Grossberg Neural Networks with Discontinuous Activations -- Mean Square Exponential Stability of Stochastic Delayed Static Neural Networks With Markovian Switching -- Robust Multistability and Multiperiodicity of Neural Networks with Time Delays -- A Novel Four-Dimensional Memristive Hyperchaotic System with Its Analog Circuit Implementation -- Memristor Crossbar Array for Image Storing -- Lagrange Stability for Memristor-Based Neural Networks with Time-Varying Delay via Matrix Measure -- Multistability of Memristive Neural Networks with Non-monotonic Piecewise Linear Activation Functions -- Global Exponential Anti-synchronization of Coupled Memristive Chaotic Neural Networks with Time-varying Delays -- Computer Vision -- Representative Video Action Discovery Using Interactive Non-negative Matrix Factorization -- Image Retrieval Based on Texture Direction Feature and Online Feature Selection -- Interlinked Convolutional Neural Networks for Face Parsing -- Image Tag Completion by Local Learning -- Haarlike Feature Revisited: Fast Human Detection Based on Multiple Channel Maps -- Wood Surface Quality Detection and Classification Using Gray Level and Texture Features -- Aerial Scene Classification with Convolutional Neural Networks -- Signal Processing -- A New Method for Image Quantization Based on Adaptive Region Related Heterogeneous PCNN -- Noisy Image Fusion Based on a Neural Network with Linearly Constrained Least Square Optimization -- A Singing Voice/Music Separation Method Based on Non-negative Tensor Factorization and Repeat Pattern Extraction -- Automatic Extraction of Cervical Vertebrae from Ultrasonography with Fuzzy ART Clustering -- Fast Basis Searching Method of Adaptive Fourier Decomposition Based on Nelder-Mead Algorithm for ECG Signals -- Frequency Recognition Based on Wavelet-Independent Component Analysis for SSVEP-Based BCIs -- Machine Learning -- An MCMC Based EM Algorithm for Mixtures of Gaussian Processes -- Automatic Model Selection of the Mixtures of Gaussian Processes for Regression -- An Effective Model Selection Criterion for Mixtures of Gaussian Processes -- Orthogonal Basis Extreme Learning Algorithm and Function Approximation -- Large Scale Text Clustering Method Study Based on MapReduce -- Representing Data by Sparse Combination of Contextual Data Points for Classification -- A Novel K-Means Evolving Spiking Neural Network Model for Clustering Problems -- Prediction of Individual Fish Trajectory from Its Neighbors' Movement by a Recurrent Neural Network -- Short-term Wind Speed Forecasting Using A Multi-model Ensemble -- Optimization -- Power Control Optimization Method for Transmitted Signals in OFDM Communication Systems -- A Neurodynamic Optimization Approach to Bilevel Linear Programming -- A Nonlinear Neural Network's Stability Analysis and Its kWTA Application -- Continuous-Time Multi-agent Network for Distributed Least Absolute Deviation -- A Fully Complex-Valued Neural Network for Rapid Solution of Complex-Valued Systems of Linear Equations -- Novel Approaches and Applications -- Sparse Representation via Intracellular and Extracellular Mechanisms -- Load Balancing Algorithm Based on Neural Network in Heterogeneous Wireless Networks -- Real-time Multi-Application Network Traffic Identification Based on Machine Learning -- A New Virus-Antivirus Spreading Model -- Exploring Feature Extraction and ELM in Malware Detection for Android Devices -- Data-Driven Optimization of SIRMs Connected Neural-Fuzzy System with Application to Cooling and Heating Loads Prediction.
Record Nr.	UNISA-996466222503316