recursive linear optical netwroks for realizing quantum ...tgnm/notes/recqalg.pdf · aps march...
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Recursive linear opticalnetworks for realizingquantum algorithms
Gelo Noel Tabia
APS March Meeting 2016 | 14-18 March 2016
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Motivation
• Many practical quantum technolgieshave been achieved with linear optics(LO).
• Progress in LO quantum computationwith photonic integrated circuits (PIC)
• Goal: recipes for translating quantumalgorithms into practical LO schemes
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Linear optics (LO)
• Photons manipulated by a network of phase shifters and beam splitters
𝑃𝜃 =1 00 𝑒𝑖𝜃
𝜃
𝐵𝜖 =𝜖 1 − 𝜖
1 − 𝜖 − 𝜖
𝜖
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Photonic integrated circuit
• Waveguide-based linear optics
Path-encoded qudits
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Unitary gates
• Reck, et al. (1994)
• Any unitary 𝑈 ∈ 𝑆𝑈 𝑑 can be realizedby a LO network on 𝑑 modes using𝑑2 − 1 elements
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Main results
• Recursive LO networks for quantumFourier transform (QFT) and Groverinversion
• Circuit for 𝑈2𝑑 built using a pair of circuits for 𝑈𝑑
• Unitary matrix decomposition into2 × 2 -block-diagonal matrices
[arXiv:1509.04246]
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Quantum Fourier transform
• Fourier transform on quantum states
𝐹4 =1
4
1 11 𝑖
1 1−1 −𝑖
1 −11 −𝑖
1 −1−1 𝑖
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Recursive QFT circuit
• e.g. QFT circuit 𝐹8 given circuit for 𝐹4
Γ: 1,2,3,4,5,6,7,8 ↦ (1,3,5,7,2,4,6,8)
Γ
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Fourier matrix factorization
• First discovered by Gauss, this is thebasis for fast Fourier transform(Cooley-Tukey algorithm):
𝐹2𝑑 =1
2
𝐼 𝐷𝐷 𝐼
𝐹𝑑 00 𝐹𝑑
Γ
𝐷 = diag(1, 𝜔,… ,𝜔𝑑−1)
𝜔 = 𝑒2𝜋𝑖/𝑑
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Grover’s algorithm
• We construct a recursive LO circuit forGrover inversion 𝑊𝑑
𝐺 = 𝑊𝑈𝑓𝑈𝑓: 𝑥 ↦ −1 𝑓(𝑥) 𝑥
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Recursive 𝑉𝑑 circuit
• Constructing 𝑉8 from 𝑉4
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Recursive 𝑊𝑑 circuit
• Grover inversion 𝑊4
𝑊4 =1
2
−1 11 −1
1 11 1
1 11 1
−1 11 −1
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Recursive 𝑊𝑑 circuit
• 𝑊8 given the circuit for 𝑊4 and 𝑉4
Φ
Φ: 1,2,3,4,5,6,7,8 ↦ (5,2,3,4,1,6,7,8)
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𝑊𝑑 matrix decomposition
• Formally this corresponds to
𝑊2𝑑 =𝑉𝑑 00 𝑉𝑑
Φ𝑉𝑑 00 𝑉𝑑
𝑊𝑑 00 𝑊𝑑
𝑉2𝑑 = 𝐻⊗ 𝐼𝑑𝑉𝑑 00 𝑉𝑑
𝑉2 = 𝐻 = 1
2
1 11 −1
𝑊2 =0 11 0
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Simulation results
• Haar-uniform input states for QFT
𝑁 = 107
𝜇 = 0.861𝜎 = 0.056
Error model• BS: 𝜖 ~ 𝑁(0.5, 0.04 )• PS: 𝛼 ~ 𝑁+(0.05, 0.025)
𝑓 = 𝜙 𝜓 2
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Simulation results
• 8-item Grover search
𝑁 = 107
𝜇 = 0.762𝜎 = 0.099
𝑓 = 𝜙 𝜓 2
Error model• BS: 𝜖 ~ 𝑁(0.5, 0.04 )• PS: 𝛼 ~ 𝑁+(0.05, 0.025)
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Conclusion
• Recursive formula for LO circuits of QFT and Grover inversion
• Size complexity: 𝑑 log 𝑑 ; 𝑑2 𝑑2
• Depth complexity: 5𝑑 2𝑑
• Applications: tool for boson sampling(QFT), Grover-like algorithms (GI)
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Acknowledgement
• Quantum cryptography group in Tartu
DominiqueUnruh
o Post-quantum security of encryption schemeso Verification of quantum cryptographic proofso Quantum collision finding problemo Quantum proofs of knowledge
EhsanEhbrami
MayureshAnand
Tore Vincent Carstens