Quantum 101

HomeQuantum 101

Quantum Boltzmann Machines: Quantum Models for Probabilistic Learning

Table of Contents Introduction Classical Boltzmann Machines Recap From Classical to Quantum Boltzmann Machines Structure of a Quantum Boltzmann Machine (QBM) Quantum Energy-Based Models Hamiltonian Representation in QBM Quantum States as...

Quantum Support Vector Machines: Leveraging Quantum Kernels for Pattern Classification

Table of Contents Introduction Classical Support Vector Machines (SVMs) Motivation for Quantum SVMs Quantum Kernels in SVMs Quantum Feature Mapping Quantum Kernel Matrix Estimation SVM Decision Function with Quantum Kernels Training Quantum...

― Advertisement ―

spot_img

Introduction to Quantum Machine Learning: Merging Quantum Computing with AI

Table of Contents Introduction What Is Quantum Machine Learning (QML)? Why Combine Quantum and Machine Learning? Key Concepts Behind QML Qubits, Superposition, and Entanglement Classical vs Quantum ML Pipelines Data Encoding...

More News

Capstone Project: Develop and Deploy a Real Quantum App

Table of Contents Introduction Project Objectives Choosing a Problem Domain Formulating a Research or Application Goal Selecting the Right Quantum Algorithm Data Preparation and Encoding Strategies Designing the Quantum Circuit Integrating Classical...

Software Licensing in Quantum Ecosystems: Navigating Open-Source and Commercial Collaboration

Table of Contents Introduction Importance of Licensing in Quantum Software Common Open-Source Licenses in Quantum Projects MIT License: Simplicity and Freedom Apache 2.0: Modern, Enterprise-Friendly Licensing BSD 3-Clause and 2-Clause...

Documentation and Community Guidelines: Building Inclusive and Usable Quantum Projects

Table of Contents Introduction Why Documentation Matters in Quantum Software Types of Documentation in Quantum Projects Getting Started Guides and Quickstarts API Documentation and Autogenerated References Tutorials and Example Notebooks Inline...

Explore more

Superconducting Qubits

Table of Contents Introduction What Are Superconducting Qubits? Physical Principles of Superconductivity Josephson Junctions and Their Role Types of Superconducting Qubits Charge Qubits Flux Qubits Phase Qubits Transmon Qubits Xmon and gmon Variants Energy Level...

Quantum Hardware Overview

Table of Contents Introduction What Is Quantum Hardware? Key Requirements for Quantum Hardware Types of Qubits Superconducting Qubits Trapped Ion Qubits Photonic Qubits Spin Qubits (Silicon, Diamond NV Centers) Topological Qubits Comparison of Qubit...

Quantum Random Number Generation (QRNG)

Table of Contents Introduction Importance of Random Numbers in Cryptography Classical vs Quantum Randomness Physical Basis for Quantum Randomness Quantum Phenomena Used in QRNG Sources of Entropy in Quantum Systems Optical...

Post-Quantum Cryptography

Table of Contents Introduction What Is Post-Quantum Cryptography? Quantum Threat to Classical Cryptography Shor’s and Grover’s Algorithms Timeline of Cryptographic Vulnerability Goals of Post-Quantum Cryptography Differences Between PQC and Quantum Cryptography Criteria...

Quantum Bit Commitment

Table of Contents Introduction What Is Bit Commitment? Importance in Cryptography Classical Bit Commitment Quantum Approach to Bit Commitment Hiding and Binding Properties Quantum Mechanics and Bit Commitment Early Quantum Bit Commitment...

Quantum Coin Flipping

Table of Contents Introduction What Is Coin Flipping in Cryptography? Classical vs Quantum Coin Flipping Applications of Coin Flipping Protocols Types of Quantum Coin Flipping Weak vs Strong Coin Flipping Protocol...

Quantum Key Distribution (QKD) Security

Table of Contents Introduction What Is QKD Security? Security Paradigm Shift: Classical vs Quantum Physical Principles Behind QKD Security Security from the No-Cloning Theorem Measurement Disturbance Principle Eavesdropping Detection in QKD Quantum...

E91 Protocol

Table of Contents Introduction Historical Context Core Concepts Behind E91 E91 vs BB84 Entanglement in E91 Bell’s Theorem and Non-Locality Step-by-Step E91 Protocol The Role of Bell Inequalities The CHSH Inequality Security Mechanism in...

BB84 Protocol

Table of Contents Introduction Historical Context and Significance Basic Idea Behind BB84 Classical vs Quantum Key Distribution Qubit Encoding in BB84 Polarization Bases Used Step-by-Step Procedure Basis Reconciliation Sifting Process Error Rate Estimation Eavesdropping Detection Privacy...

Quantum Cryptography Basics

Table of Contents Introduction What Is Quantum Cryptography? Classical Cryptography: A Brief Recap Quantum vs Classical Security Core Principles Behind Quantum Cryptography Quantum Superposition and Measurement The Role of Entanglement Heisenberg Uncertainty...

Quantum Cloning (Impossibility)

Table of Contents Introduction What Is Quantum Cloning? The No-Cloning Theorem Historical Background Why Is Cloning Important in Classical Computing? Classical vs Quantum Information Duplication Statement of the No-Cloning Theorem Mathematical Proof...

Quantum State Discrimination

Table of Contents Introduction What Is Quantum State Discrimination? Classical vs Quantum State Distinction Motivation and Applications Non-Orthogonal Quantum States Quantum Measurements and POVMs Types of Quantum State Discrimination Minimum Error Discrimination Unambiguous...