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Adding a presentation on RG and Quantum Computing #59

Merged
merged 14 commits into from
Jul 6, 2022
13 changes: 9 additions & 4 deletions README.md
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Expand Up @@ -16,10 +16,9 @@ Qiskit implements a quantum version of support vector
and varitional quantum classifier (VQC) [4]. These classifiers likely offer
an advantage over classical SVM in situations where the classification task
is complex. Task complexity is raised by the encoding of the data into a
quantum state, the number of available data and the quality of the data.
Although there is no study on this topic at the time of writting,
this could be an interesting research direction to investigate illiteracy
in the domain of brain computer interfaces.
quantum state, the number of available data and the quality of the data. An initial
study is available in [5]. Although there is no study on this topic at the time of writting,
this could be an interesting research direction to investigate BCI illiteracy.

pyRiemann-qiskit implements a wrapper around QSVC and VQC, to use quantum
classification with Riemannian geometry. A use case would be to use vectorized
Expand Down Expand Up @@ -63,6 +62,12 @@ enabling a possible sandbox for researchers and engineers in the field.
‘Supervised learning with quantum-enhanced feature spaces’,
Nature, vol. 567, no. 7747, pp. 209–212, Mar. 2019,
doi: 10.1038/s41586-019-0980-2.

[5] G. Cattan, A. Andreev,
First steps to the classification of ERPs using quantum computation,
NTB Berlin 2022 - International Forum on Neural Engineering & Brain Technologies, May 2022, Berlin, Germany,
hal: https://hal.archives-ouvertes.fr/hal-03672246/


## Installation

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