The book can be considered as a conceptual integration of two parallel emergent streams: quantum technology and brain-inspired computing, from the perspective of information processing. The book addresses the current issues associated with the non-equilibrium processes involved in either stream that cannot be explained by conventional semi-classical or equilibrium- statistical models. The purpose of this book is to provide a detailed explanation of how the non-equilibrium Green's function (NEGF) method can be utilized to develop quantum and brain-inspired device simulators. The book covers the fundamental concepts of NEGF and its relevance in describing communication between the quantum and classical world. It also outlines its applications in modeling quantum transport in ultra-scaled devices such as nano- MOS/MOSFETs, photodetectors, solar cells, LEDs, lasers, and metasurfaces. Additionally, the book discusses non-conventional phenomena related to phonons and electron spin in quantum devices. The NEGF method presented in the book is also used to model qubit operations as-well-as functional connectivity in brain and neuromorphic computing devices. Finally, based on the physical insights behind NEGF formalism, the book proposes exploring fractional dimensions to offer a new vision of the real world.
eBook - ePub
Quantum and Brain-Inspired Device Modeling
Non-Equilibrium Greenâs Function Simulator for Qubits to Neuromorphic Computing
- 244 pages
- English
- ePUB (mobile friendly)
- Available on iOS & Android
eBook - ePub
Quantum and Brain-Inspired Device Modeling
Non-Equilibrium Greenâs Function Simulator for Qubits to Neuromorphic Computing
About this book
Information
Table of contents
- Title Page
- Copyright
- Contents
- Frontmatter
- Dedication
- Contents
- 1âSome ideas on modern quantum and brain-inspired devices
- 2âFundamental concepts of non-equilibrium Greenâs function (NEGF)
- 3âGeneral NEGF formalism: communication between the quantum and classical world
- 4âModelling quantum transport in electronic devices: MOSFET, FinFET, NanowireFET
- 5âPhonon dynamics: some unconventional ideas
- 6âLight-matter interaction: photodetectors, solar cells, LEDs, lasers, and meta-structures
- 7âEffects of spin of electron in quantum devices
- 8âNEGF modelling of a single-qubit operation: initialization-manipulation-measurement
- 9âFunctional connectivity in brain: an NEGF framework for neural signal generation/transmission
- 10âNeuromorphic computing devices: fundamental concepts of memory-based processor
- 11âHow an NEGF simulator can be constructed?
- 12âBeyond NEGF formalism: exploring fractional dimensions
- AppendixâRelativistic quantum theory and topological materials
- Index
- Index
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Yes, you can access Quantum and Brain-Inspired Device Modeling by Basudev Nag Chowdhury in PDF and/or ePUB format, as well as other popular books in Mathematics & Artificial Intelligence (AI) & Semantics. We have over 1.5 million books available in our catalogue for you to explore.