QuantumPerceptron

Problem Statement

Implement a Perceptron using quantum gates in Q#.

Prerequisites

• Programming Background, preferably C#
• Basic Knowledge of Quantum gates, matrices, and unitary operations
• Q# knowledge is addon.

Technology Used

• C#
• Q#

Instructions to run the demo

• There should support of running C# on system. Visual Studio can help you in this.

• To run Q#, Quantum Develop Kit is required. For Visual Studio, the SDK kit can be downloaded from here. There is extension available for the same in VS Code as well.

• Length of Input Vector should be in terms of 2^n.

• Iteration value is just to improve the probability of the quantum state.

Inputs

• Number of Quantum Bits: 4
• Input Vector : 1, 1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 1
• Weight Vector: 1, 1, -1, -1, -1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1
• Iterations: 8196

Detailed explanation can be found here