CIBHHL-QSVM
Analysis
Calculate

Abstract of CIBHHL-QSVM

CIBHHL-QSVM is an QSVM algorithm that based on HHL algorithm with classical iterative acceleration.

The architecture of CIBHHL-QSVM model

This algorithm consists of two main processes: one is the quantum linear solving process, and the other is the classical iterative process.

The algorithm of CIBHHL
CIBHHL-QSVM
Performance analysis

We analyzed the prediction performance of the CIBHHL-QSVM on Epilepsy EEG signals data. Epilepsy EEG signals: This dataset is a time series of electroencephalogram (EEG) signals collected from epilepsy patients by the New Delhi Neurology and Sleep Center. By predicting the direction of current propagation of brain signals before the onset of epilepsy, it can help reveal the communication connections and interaction mechanisms between different regions of the brain.

Input the trainning step

Input the predicted step

Input the length of time series

Input the dimension of prediction

There is no analysis.

Analysis Result

Calculate on CIBHHL

This module provides users with the ability to calculate equations on CIBHHL with b=1^n. The equation Ax=b is like as follow:

Input the dimension of equation

Input the value of equation y

There is no calculation.

Calculate Results