Conference IBM: Quantum computing et machine learning
Presentation
Georges Usbelger
- Advanced Analytics & Quantum Computing Leader
- Development of Academic / Research Relations
Notre perception de la realite
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Superposition d'etat:
Exemple: on est dans un cinema et avant de choisir une place, on est sur toutes les places en meme temps. (chat de Schrodinger)
En passant a l'echelle macroscopique, on perd toutes ces proprietes. (decoherence)
Intrication:
Si on rapproche 2 particules, elles vont echanger des informations et devenir la particule AB. Si une perturbation arrive sur une des particules, peu importe la distance entre les 2 particules, l'autre particule aura la meme perturbation. (contredit la vitesse max qui est la vitesse de la lumiere)
Histoire de l'ordinateur quantique
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A partir de 2016, IBM a pu developper le premier processeur quantique.
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Rajouter un Qbits multiplie le nombre de configurations possibles par 2.
D'un point de vue algorithmique
Si on ecrit un algo capable d'exploiter les capacites quantique, l'algorithme va se "diffuser" le long des chemins possibles
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Applications eligibles par industrie
- R&D
- Molecular Simulation et Quantum Chemistry
- Material Sciences
- Banques
- Risques (Methode de Monte Carlo)
- Gestion de portefeuilles
- Energie/Telecom/Transport
- Sante
- Defense & securite
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Elaboration de molecules de synthese
Le qubit et ses proprietes
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Principales portes quantiques
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Le qubit et sa representatin sur la sphere de Bloch
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Port de Hadamard
Permet d'engendrer la superposition d'etat
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Port CNOT
Permet d'associer 2 qubits
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Le "parallelisme" quantique
C'est l'association des 2 portes precedentes
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Criteres de David DiVincenzo
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Technologie quantique
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Developement Roadmap IBM
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Quantum volume
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IBM is builiding the larger ecosystem to ensure sucess
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IBM Q experience
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IBM Q Quantum Experience
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Une nouvelle ere
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Du descriptif au prescriptif
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La classification non hierarchique de type k-means

Les SVM

Reseau de neurones

