Variational quantum circuit module
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Updated
Jul 14, 2023 - Python
Variational quantum circuit module
A comparative study between feature maps coupled with a standard Variational Quantum Circuit.
Curated list of awesome papers and resources in quantum machine learning
Quantum Deep Learning Algorithms
GPT that is powered by quantum processes.
Project for McGill Physics Hackathon 2020
Manuscript and code developed for my BSc thesis in Physics
This repository features a project blending Quantum Computing and Machine Learning to enhance sensor calibration for air quality monitoring. It contrasts classical models like FFNN and LSTM with quantum versions VQR and QLSTM, focusing on improving measurement precision. The repo includes all relevant code, datasets, and findings.
ICPC Quantum Computing Challenge powered by IBM Quantum
"Quantum-Inspired MNIST" achieved 72% accuracy using nothing but means, addition, and subtraction. This experiment adds standard deviations.
Special curriculum project at UiO. Where the aim was to do the Higgs Boson Machine Learning challenge from 2014 using Neural Networks and Quantum Neural Networks
Repository containing code for the Qiskit video series: Paper Reviews
This project implements a quantum K-Means clustering algorithm from scratch, exploring potential speedups in distance calculations for large datasets using quantum circuits.
Gate-Level Implementations of a Qubit-Efficient Quantum State Preparation Protocol with Performance Benchmark
This is my official website repo. Here you can see all my work on the topics listed below.
This is non-optimized code intended solely to test whether or not quantum classification works with amplitude encoding.
Approximate a function in a single qubit using data-reuploading.
IEEE ICASSP 21 - Quantum Convolution Neural Networks for Speech Processing and Automatic Speech Recognition
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