%0 Book
%T Rhythmic Advantages in Big Data and Machine Learning
%E Bandyopadhyay, Anirban
%E Ray, Kanad
%S Studies in Rhythm Engineering Ser
%D 2022
%I Springer Singapore Pte. Limited
%C Singapore
%@ 9789811657238
%G English
%F 1795849959
%O Editors Anirban Bandyopadhyay, Kanad Ray
%O Description based on publisher supplied metadata and other sources
%X Intro -- Preface -- Contents -- Editors and Contributors -- 1 Data: Periodicity and Ways to Unlock Its Full Potential -- 1 Introduction -- 2 What is Big Data? -- 3 Big Data Terminologies -- 4 Significance of Big Data -- 5 Applications of Big Data -- 6 Dealing with Numeric Data, Images, and Videos -- 7 Periodicity and Time Series -- 7.1 Classical Time Series Forecasting -- 7.2 Modern Techniques -- 8 Horses for Courses -- 9 Difference Between the Current Neural Nets and the Human Brain -- 10 A Holistic Grand Approach -- References -- 2 Modulating Neural Oscillations with Transcranial Focused Ultrasound -- 1 Introduction -- 2 Moving from Correlation to Causation with Neuromodulation -- 3 Ultrasonic Neuromodulation -- 3.1 Mechanisms and Parameters -- 3.2 Modulating Excitability -- 3.3 Targeting Distinct Oscillations -- 3.4 Driving Brain Rhythms -- 3.5 Confounds -- 4 Summary and Conclusion -- References -- 3 Ergontropic Dynamics: Contribution for an Extended Particle Dynamics -- 1 Introduction -- 1.1 Forces in an Accelerated Frame -- 2 The Ergontropic Equation of Dynamics -- 2.1 Rolling Body on an Inclined Plan -- 2.2 The Fluid Equation -- 2.3 Application to Electrodynamics -- 2.4 Poynting's Theorem -- 2.5 Driving Energy of a Rotating System -- 2.6 Transport of Angular Momentum in a Hurricane -- 2.7 Periodic Radiative Heating of the Earth's Atmosphere -- 2.8 The Flyby Anomaly of the Spacecrafts -- 2.9 Additional Remarks on the Variational Problem According to the Proposed Reformulation -- 3 Direct Conversion of Entropy into Forces -- 3.1 The Case of Entropic Forces -- 3.2 In the Realm of Electrochemistry: Electromotive Force and Cell Potential -- 4 Conclusion -- References -- 4 Minimization of Thermal Conductivity in Nanostructures and Geometric Self-Similar Structures for Thermoelectric Applications -- 1 Introduction.
%L 006.31
%K Machine learning
%K Electronic books
%9 Text
%U https://ebookcentral.proquest.com/lib/kxp/detail.action?docID=6850450