Examples Gallery

Classification of ERP

Event related potential classification with quantum algorithms and Riemannian geometry.

Visualize distances with MDM and NCH

Visualize distances with MDM and NCH

ERP EEG decoding with Quantum Classifier.

ERP EEG decoding with Quantum Classifier.

Classification of P300 datasets from MOABB using Quantum MDM

Classification of P300 datasets from MOABB using Quantum MDM

Classification of P300 datasets from MOABB using NCH

Classification of P300 datasets from MOABB using NCH

Ablation study for the NCH

Ablation study for the NCH

Classification of P300 datasets from MOABB

Classification of P300 datasets from MOABB

Quantum autoencoder for signal denoising

Quantum autoencoder for signal denoising

Brain-Invaders with illiteracy classification example

Brain-Invaders with illiteracy classification example

Classification of MI

Motor imagery classification with quantum algorithms and Riemannian geometry.

Classification of MI datasets from MOABB using MDM and quantum-enhanced MDM

Classification of MI datasets from MOABB using MDM and quantum-enhanced MDM

Determine best dimension reduction technics

Determine best dimension reduction technics

Multiclass EEG classification with Quantum Pipeline

Multiclass EEG classification with Quantum Pipeline

Classification on other datasets

Contains examples with other datasets, like the titanic dataset.

Use QuanticSVM with real data from Kaggle’s Titanic Dataset

Use QuanticSVM with real data from Kaggle's Titanic Dataset

Suspicious financial activity detection using quantum computer

Suspicious financial activity detection using quantum computer

Comparison with toys datasets

Comparison of classification using quantum versus classical SVM classifiers on toys datasets.

Art visualization of Variational Quantum Classifier.

Art visualization of Variational Quantum Classifier.

Plot training curve of VQC and MDM with SPSA

Plot training curve of VQC and MDM with SPSA

QAOA-CV optimization

QAOA-CV optimization

Comparison with toys datasets.

Comparison with toys datasets.

Optimizer ablation study for ContinuousQIOCEClassifier

Optimizer ablation study for ContinuousQIOCEClassifier

QAOA circuit depth ablation study — n_reps vs AUC and training time

QAOA circuit depth ablation study — n_reps vs AUC and training time

Toy dataset ablation study — NCH vs MDM with/without Transfer Learning

Toy dataset ablation study — NCH vs MDM with/without Transfer Learning