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  1. 1

    Advanced Mechanical Science and Technology for the Industrial Revolution 4.0

    Published Springer Nature Singapore : Imprint: Springer, 2018.
    Table of Contents: “….- Application of Fuzzy Sliding Mode Control to Automatic Landing System.- Automatic optical, mechanical, and electrical c haracteristics inspection technology for flexible displays.- Dynamic visual positioning control for robot arm.- Fruit calorie analysis by using an automatic visual image mass measurement method.- Implementation of a biomimetic flapping-wing robot based on internet of things technology.- Internet of things technology applies to two wheeled guard robot with visual ability.- Development of projection fringes phase shifting technology based optical system for small object surface profile fast scanning.- The development of in situ measurement technique for ship.- Human Co-working Robot control for MIS endoscope positioning.- Application of the LM-HLP neural network to automatic smartphone test system.- Application of a multirotor unmanned aerial vehicle to automatic inspection of object surface  Simulation and Experiment of Terahertz Non-destructive Testing of marine protective  coating.- Simulation Study of Two-phase Flo w in the Siphon Pipeline Molecular Dynamics Simulations on Nanoindentation Experiment of Single-layer MoS2 Circular Nanosheets.- A Review of Model Based Online Identification Methods for Robotic Systems.- Mechanical Properties of Single-layer Molybdenum Disulfide with Single Molybdenum Vacancy defects.- First-Principles Investigation of Lithiation, Sodiation, and Magnesiation Ion Adsorptions and Diffusions on Monolayer MoS2 for Energy Storages.- Molecular Dynamics Studies on Vibration of SLMoS2 Nanoresonantor under Different Boundary Conditions.- Multi-objective evolutionary algorithms for solving the optimization problem of the surface mounting.- Circularly polarized Terahertz surface wave on the helically grooved metal wire.- Tunable Ultrasensitive Terahertz Sensing Based on Surface Plasmon Polariton of Doped Monolayer Graphene -- Vision-based Measurement System for Structural Vibration Monitoring and Damage Detection.- Noninvasive continuous blood pressure measuring method based on SWT and ANN.- Finger vein image segmentation based on Hessian matrix.- Curvature Radius Measurement of Lens Based on Two-Dimensional Spectral-Domain Optical Coherence Tomography.- Task Execution Based-on Human-Robot Dialogue and Deictic Gestures.- A General Kinetostatic Model based Stiffness Estimation for Tripod Parallel Kinematic Machines with Prismatic Actuators.- A multi-layer microchip for high-throughput integrated single-cell research.- Hybrid Proton Exchange Membrane Fuel Cell/Lithium-ion Battery System Power Management Strategy Design for Lifetime Extending of the Main Power Source.- Terahertz bandpass filter fabricated by femtosecond laser micro machining.- Effects of sample tilt on Vickers indentation hardness.- A Novel Ventricular Assist Miniscule Maglev Nutation Pump: Structure design, 3D Modelling and Simulation.- The Workspace Analysis and Simulation of A Novel Dexterous Hand FZU-I -- Relationships among K, J, C(t) and Ct for Nonhomogeneous.- Impact of the Sensitivity of a Single Load Sensor on the Total Output of Combinatorial Structures.- Crossmodal, Experience-based Learning of Service Robot Systems. .…”
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  2. 2

    Deep Learning : Foundations and Concepts. by Bishop, Christopher M.

    Published Springer International Publishing AG, 2023.
    Table of Contents: “…Evaluation of Gradients -- 8.1.1 Single-layer networks -- 8.1.2 General feed-forward networks -- 8.1.3 A simple example -- 8.1.4 Numerical differentiation -- 8.1.5 The Jacobian matrix -- 8.1.6 The Hessian matrix -- 8.2. Automatic Differentiation -- 8.2.1 Forward-mode automatic differentiation -- 8.2.2 Reverse-mode automatic differentiation -- Exercises -- 9 Regularization -- 9.1. …”
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