TY  - BOOK
ED  - Bandyopadhyay, Anirban
ED  - Ray, Kanad
PY  - 2022
DA  - 2022//
TI  - Rhythmic Advantages in Big Data and Machine Learning
T3  - Studies in Rhythm Engineering Ser
PB  - Springer Singapore Pte. Limited
CY  - Singapore
KW  - Machine learning
KW  - Electronic books
AB  - 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.
SN  - 9789811657238
UR  - https://ebookcentral.proquest.com/lib/kxp/detail.action?docID=6850450
LA  - English
N1  - Editors Anirban Bandyopadhyay, Kanad Ray
ID  - 1795849959
ER  -