Quantum Computing. Melanie Swan

for Quantum Computing

       10.2.1Standardized quantum computation tools

       10.2.2Standardized quantum computation algorithms

       10.2.3Quantum optimization

       10.2.4Quantum simulation

       10.2.5Examples of quantum machine learning

       References

       Part 4 Smart Network Field Theories

       Chapter 11Model Field Theories: Neural Statistics and Spin Glass

       11.1Summary of Statistical Neural Field Theory

       11.2Neural Statistics: System Norm and Criticality

       11.2.1Mean field theory describes stable equilibrium systems

       11.2.2Statistical neural field theory describes system criticality

       11.3Detailed Description of Statistical Neural Field Theory

       11.3.1Master field equation for the neural system

       11.3.2Markov random walk redefined as Markov random field

       11.3.3Linear and nonlinear models of the system action

       11.3.4System criticality

       11.3.5Optimal control theory

       11.4Summary of the Spin-Glass Model

       11.5Spin-Glass Model: System Norm and Criticality

       11.6Detailed Description of the Spin-Glass Model

       11.6.1Spin glasses

       11.6.2Advanced model: p-Spherical spin glass

       11.6.3Applications of the spin-glass model: Loss optimization

       References

       Chapter 12Smart Network Field Theory Specification and Examples

       12.1Motivation for Smart Network Field Theory

       12.2Minimal Elements of Smart Network Field Theory

       12.3Smart Network System Definition

       12.4Smart Network System Operation

       12.4.1Temperature term

       12.4.2Hamiltonian term

       12.4.3Scale-spanning portability

       12.5Smart Network System Criticality

       12.5.1Particles (nodes)

       12.5.2Node states

       12.5.3Node action

       12.5.4State transitions

       12.6Applications of Smart Network Field Theories

       12.6.1Smart network service provisioning application layers

       12.6.2Basic administrative services

       12.6.3Value-added services

       12.6.4Smart network metrics

       References

       Part 5 The AdS/CFT Correspondence and Holographic Codes

       Chapter 13The AdS/CFT Correspondence

       13.1History and Summary of the AdS/CFT Correspondence

       13.2The AdS/CFT Correspondence: Basic Concepts

       13.2.1The holographic principle

       13.2.2Holographic principle formalized in the AdS/CFT correspondence

       13.2.3Quantum error-correction code interpretation

       13.3The AdS/CFT Correspondence is Information-Theoretic

       13.3.1Black hole information paradox

       13.3.2The information-theoretic view

       13.4The AdS/CFT Correspondence as Quantum Error Correction

       13.4.1The AdS/CFT correspondence: Emergent bulk locality

       13.4.2Quantum error correction with the correspondence

       13.4.3Emergent bulk structure through error correction

       13.4.4Extending AdS–Rindler with quantum secret-sharing

       13.5Holographic