quantum studies in iisc
TRANSCRIPT
-
8/11/2019 quantum studies in IISC
1/133
Quantum Computation and Quantum InformationProcessing by NMR:
Introduction and Recent Developments.
Anil KumarCentre for Quantum Information and Quantum Computing (CQIQC)
Department of Physics and NMR Research Centre Indian Institute of Science, Bangalore
IIT-Madras 7-Nov-2012
-
8/11/2019 quantum studies in IISC
2/133
Introduction to QC/QIP
-
8/11/2019 quantum studies in IISC
3/133
What is Special about Quantum Systems?
Classicalbit
0 1
Qubit
c1|0 +c2|1
Coherent Superposition
New Possibilities
EPR States: 2(-1/2) ( 00 + 11 ) NOTresolvable into tensor product of
individual particles 0 1+ 1 1)0 2+ 1 2)
Entanglement
Teleportation Quantum
Computation
|0 |1
All present day computers (classical computers) use binary (0,1)logic, and all computations follow this Yes/No answer.
Feynman (1982) suggested that it might be possible to simulate theevolution of quantum systems efficiently, using a quantum simulator
-
8/11/2019 quantum studies in IISC
4/133
Quantum Algorithms 1. PRIME FACTORIZATION
10 10years (Age of the Universe)
Classically :exp [2(ln c) 1/3(ln ln c) 2/3 ]
400 digit
Shor s algorithm : (1994)(ln c) 3
3 years
2. SEARCHING UNSORTED DATA -BASE Classically : N/2 operationsGrover s Search Algorithm : (1997) N operations
3.DISTINGUISH CONSTANT AND BALANCED FUNCTIONS:
Classically : ( 2 N-1 + 1) stepsDeutsch-Jozsa(DJ) Algorithm : (1992) . 1 step
4. Quantum Algorithm for Linear System of Equation:Harrow, Hassidim and Seth Lloyd; Phys. Rev. Letters, 103, 150502 (2009).
Exponential speed-up
-
8/11/2019 quantum studies in IISC
5/133
5. Simulating a Molecule: Using Aspuru-Guzik AdiabaticAlgorithm
(i) J.Du, et. al, Phys. Rev. letters 104, 030502 (2010).
Used a 2-qubit NMR System ( 13CHCl 3 ) to calculated theground state energy of Hydrogen Molecule up to 45 bit accuracy.
(ii) Lanyon et. al, Nature Chemistry 2, 106 (2010).
Used Photonic system to calculate the energies of the groundand a few excited states up to 20 bit precision.
Recent Developments
-
8/11/2019 quantum studies in IISC
6/133
Experimental Techniques for Quantum Computation:
1. Trapped Ions
4. Quantum Dots
3. Cavity QuantumElectrodynamics (QED)
6. NMR
Ion Trap:Ion Trap:Linear Paul-Trap
~ 16 MHz
1kV
1kV
: . . . _ _ .
Laser Cooled
IonsT ~ mK
7. Josephson junction qubits
8. Fullerence based ESR quantum computer
5. Cold Atoms
2. Polarized Photons
-
8/11/2019 quantum studies in IISC
7/133
Ion Trap:Ion Trap:Linear Paul-Trap
~ 16 MHz
1kV
1kV
: - . . . _ _ .
Laser
CooledIons
T ~ mK
Nobel Prize in Physics 2012
Trapped Ions Cavity Quantum
Electrodynamics (QED)
Haroche has been one of the pioneersin the field of cavity quantum
electrodynamics, He observed asingle atom interacting with a few
photons inside a reflective cavity andcan keep a photon bouncing back andforth in a centimeter-sized cavity
billions of times before it escapes
Wineland performed quantum-probingexperiments with trapped ions. The tightconfinement of ions in these electric fieldtraps causes ion motion to be restricted todistinct quantum states, each of whichrepresents a different frequency of
bouncing back-and-forth between the
electric field walls. Michael Schirber
David Wineland Serge Haroche
-
8/11/2019 quantum studies in IISC
8/133
0
1. Nuclear spins have small magneticmoments (I) and behave as tinyquantum magnets.
2. When placed in a large magneticfield B 0 , they oriented either along
the field (|0 state) or opposite to thefield (|1 state) .
4. Spins are coupled to other spins by indirect spin-spin (J) coupling, andcontrolled (C-NOT) operations can be performed using J-coupling.
Multi-qubit gates
Nuclear Magnetic Resonance (NMR)
3. A transverse radiofrequency field (B 1) tuned at the Larmor frequency ofspins can cause transition from |0 to |1 (NOT Gate by a 180 0 pulse).Or put them in coherent superposition (Hadamard Gate by a 90 0 pulse).
Single qubit gates.
SPINS ARE QUBITS
B1
-
8/11/2019 quantum studies in IISC
9/133
DSX300
AMX400
AV500
AV700
DRX500
NMR Research Centre, IISc1 PPB
Field/Frequencystability
= 1:109
-
8/11/2019 quantum studies in IISC
10/133
Why NMR?
> A major requirement of a quantum computer is that thecoherence should last long.
> Nuclear spins in liquids retain coherence ~ 100s millisecand their longitudinal state for several seconds .
> A system of N coupled spins (each spin 1/2) form an Nqubit Quantum Computer.
> Unitary Transform can be applied using R.F. Pulses and
J-evolution and various logical operations and quantumalgorithms can be implemented.
-
8/11/2019 quantum studies in IISC
11/133
1. Preparation ofPseudo-Pure States
2. Quantum Logic Gates
3. Deutsch-Jozsa Algorithm
4. Grover s Algorithm
5. Hogg s algorithm 6. Berstein-Vazirani parity algorithm
7. Quantum Games
8. Creation of EPR and GHZ states
9. Entanglement transfer
Achievements of NMR - QIP
10 . Quantum State Tomography
11. Geometric Phase in QC
12. Adiabatic Algorithms
13. Bell-State discrimination
14. Error correction
15. Teleportation
16. Quantum Simulation
17. Quantum Cloning
18. Shor s Algorithm
19. No-Hiding Theorem
Maximum number of qubits achieved in our lab: 8
Also performed in our Lab.
In other labs.: 12 qubits;Negrevergne, Mahesh, Cory, Laflamme et al., Phys. Rev. Letters, 96, 170501 (2006).
-
8/11/2019 quantum studies in IISC
12/133
NMR sample has ~ 10 18 spins.
Do we have 10 18 qubits?
No - because, all the spins can t be individually addressed.
Spins having different Larmor frequencies can beindividually addressed in Frequency space as many qubits
Progress so far
One needs resolved couplings between the spinsin order to encode information as qubits.
-
8/11/2019 quantum studies in IISC
13/133
NMR Hamiltonian
= Zeeman + J-coupling
= w i Izi + J i j I i I j i i < j
Weak coupling Approximationw i - w j >> J ij
Two Spin System (AM)
A2 A1 M2 M1
wA
wM
M 1= |0A
M 2= |1A
A1= |0M
A2= |1M
|aa = |00
|bb = |11
|ab = |01 |ba = |10
= w i Izi + Ji j Izi Izj
Under this approximation all spinshaving same Larmor Frequency
can be treated as one Qubit
i i < j
Spin States are eigenstates
-
8/11/2019 quantum studies in IISC
14/133
13CHFBr 2
An example of a three qubit system.
A molecule having three different nuclear spins (each spin ) having different Larmor frequencies, coupled to each
other, forms a nice 3-qubit (F-C-H) system
13C
Br (spin 3/2) is a quadrupolar nucleus, is decoupled from therest of the spin system and can be ignored in isotropic solution
-
8/11/2019 quantum studies in IISC
15/133
1 Qubit
00
0110
11
0
1
CHCl 3
000
001010
011
100
101110
111
2 Qubits 3 Qubits
Homo-nuclear spins having different Chemical shifts (Larmorfrequencies) and J-Coupled also form multi-qubit systems
-
8/11/2019 quantum studies in IISC
16/133
Two methods of Addressing
Qubit selective pulsesAnd Coupling (J) Evolution
Transition-selectivePulses and no evolution
I 1
I 2
y x
1/4J 1/4J
00
0110
11p
XOR/C-NOT
I 1
I 2
NOT1
00
0110
11
p
p
I1z
+I2z
I 1z+I 2x
I 1z+2I 1zI2y
I 1z+2I 1zI2z
y
(1/2J)
x
-
8/11/2019 quantum studies in IISC
17/133
I 1
I2
y x -y
y x -y
00
0110
11
p1SWAP
I 1
I 2
y y -x -x
I 3
ToffoliC 2-NOT
000
001010
011
100
101110
111
I 1
I 2
y y -x x
I 3
OR/NOR
000
001010
011
100
101110111non-selective p pulse+ a p on 000 001
p2p
3
p
p
-
8/11/2019 quantum studies in IISC
18/133
Pseudo-Pure States
Pure States:
Tr( ) = Tr ( 2
) = 1For a diagonal density matrix, this condition requiresthat all energy levels except one have zero populations.
Such a state is difficult to create in NMR
We create a state in which all levels except one have
EQUAL populations. Such a state mimics a pure state.
= 1/N ( 1 + )
Under High Temperature Approximation
Here = 10 5 and U 1 U -1 = 1
-
8/11/2019 quantum studies in IISC
19/133
Pseudo-Pure State
In a two-qubit Homo-nuclear system:(Under High Field Approximation)
(i) Equilibrium:
= 10 5 + = {2, 1, 1, 0}
~ I z1+I z2 = { 1, 0, 0, -1}
(ii) Pseudo-Pure
= {4, 0, 0, 0}
0 | 11
1 | 10 2
| 00
1 | 01
0
| 11 0
| 10 4
| 00
0 | 01 ~ I z1+I z2 + 2 I z1I z2
= { 3/2, -1/2, -1/2, -1/2}
-
8/11/2019 quantum studies in IISC
20/133
Spatial Averaging
Logical Labeling
Temporal Averaging
Pairs of Pure States (POPS)
Spatially Averaged Logical Labeling Technique (SALLT)
Cory, Price, Havel, PNAS, 94, 1634 (1997)
E. Knill et al., Phy. Rev. A57 , 3348 (1998)
N. Gershenfeld et al, Science, 275, 350 (1997)Kavita, Arvind, Anil Kumar, Phy. Rev. A 61 , 042306 (2000)
B.M. Fung, Phys. Rev. A 63 , 022304 (2001)
T. S. Mahesh and Anil Kumar, Phys. Rev. A 64 , 012307 (2001)
Preparation of Pseudo-Pure States
Using long lived Singlet StatesS.S. Roy and T.S. Mahesh, Phys. Rev. A 82 , 052302 (2010).
-
8/11/2019 quantum studies in IISC
21/133
1 Spatial Averaging: Cory, Price, Havel, PNAS, 94, 1634 (1997)
p/3)X(2) p/4)X
(1) p
1/2J
2 4 5 6 1 3
G x
p/4)Y(1)
I1z + I 2z + 2I 1zI 2z = 1/23 0 0 00 -1 0 00 0 -1 00 0 0 -1
Pseudo-purestate
I 1z = 1/2
1 0 0 00 1 0 00 0 -1 00 0 0 -1
I 2z = 1/2
1 0 0 00 -1 0 00 0 1 00 0 0 -1
2I 1z I 2z = 1/2
1 0 0 00 -1 0 00 0 -1 00 0 0 1
Eq.= I 1z+I 2zI1z + I 2z + 2I 1zI 2z
-
8/11/2019 quantum studies in IISC
22/133
2. Logical Labeling
N. Gershenfeld et al, Science,
1997, 275, 350
Kavita, Arvind,and Anil Kumar
Phys. Rev. A
61 , 042306 (2000). DRX-500SIF
-
8/11/2019 quantum studies in IISC
23/133
3. Temporal Averaging
1 | 111
| 102
| 00
0 | 01
0 | 111
| 102
| 00
1 | 01
1 | 110
| 102
| 00
1 | 01
2 | 11
2 | 106
| 00
2 | 01
+ +
=Pseudo-purestate
p p
E. Knill et al., Phys. Rev. A 57 , 3348 (1998)
-
8/11/2019 quantum studies in IISC
24/133
SubsystemPseudo-purestates of2 qubits
T. S. Maheshand Anil Kumar,Phys. Rev. A 64 ,012307 (2001)
4. Pseudo Pure State by SALLT:(Spatially Averaged Logical Labeling Technique)
This method does not scale with number of qubits
-
8/11/2019 quantum studies in IISC
25/133
Logic Gates
By 1D NMRUsing Transition Selective Pulses
-
8/11/2019 quantum studies in IISC
26/133
Logic GatesUsing 1D NMR
NOT(I 1)
C-NOT-2XOR2
C-NOT-1XOR1
Kavita Dorai, PhD Thesis, IISc, 2000.
-
8/11/2019 quantum studies in IISC
27/133
Logical SWAP
Kavita, Arvind, and Anil KumarPhys. Rev. A 61 , 042306 (2000).
0 0
0 1
1 0
1 1
0 0
1 0
0 1
1 1
INPUT OUTPUT
p
XOR+SWAP
0
| 11
1
| 102
| 00
1
| 01p2 p
1 p3
p
e 1 , e2 e 2 , e1 e1 e2
-
8/11/2019 quantum studies in IISC
28/133
Kavita Dorai, PhD Thesis, IISc, 2000.
Toffoli Gate = C 2-NOT
e 1 , e2 , e3
e 1 , e2 , e3 (e1 e2)
Input Output
000 000001 001010 010011 111
100 100101 101110 110111 011
AND
NAND p
^
e1
e3 e2
Eqlbm.
Toffoli
e2 e3
e1
-
8/11/2019 quantum studies in IISC
29/133
Logic Gates By 1D NMRUsing J-Evolution Method
-
8/11/2019 quantum studies in IISC
30/133
CNOT GATE
1
2 y
2p
x
2p p
p
z
x
y
22
11 z z eq I I r +
22
112 x z I I r +=
212
113 2 y z z I I I -+= r
212
114 2 z z z I I I r +=
IN OUT
|00> |00>
|01> |01>
|10> |11>
|11> |10>
( )2121
+
( )2121
-
( )2121
--
( )2121
+-
( )2121
+
( )2121
--
( )2121
-
( )2121
+-
eq r 4 r
-
8/11/2019 quantum studies in IISC
31/133
1
2 y
2
p
x
2
p p
p
x
2
p
p
p
y-
2
p
y-
2
p
y
2
p
1 2 3 4 5
11
01
00
10
( )2121
+
( )2121 - ( )212
1 --
( )2121
+-
2
2
1
1 z z eq I I r +
1
SWAP GATE
2
22
111 x x I I r +=
212
2112 22 z y z y I I I I -+-= r
212
2113 22 y z y z I I I I -+= r
12
214 x x I I r +=
12215 z z I I r +=
3
4
2,1
2 x
p
J
2,1
2 x-
p
|00>
|01>
|10>
|11>
( )212
1 +
( )212
1 -
( )212
1 --
( )212
1 +-
( )212
1 +
( )212
1 --
( )212
1 -
( )212
1 +-
5
-
8/11/2019 quantum studies in IISC
32/133
Logic Gates
By 2D NMR
Two-Dimensional Gates
-
8/11/2019 quantum studies in IISC
33/133
T. S. Mahesh,Kavita Dorai,Arvind andAnil Kumar,J. Magn Res.,148 , 95 (2001)
A completeset of 24Reversible,One-to-one,
2-qubitGates
Two Dimensional Gates
-
8/11/2019 quantum studies in IISC
34/133
T. S. Mahesh,et al, J. Magn.Reson, 148 ,
95, 2001
Three-qubit 2D-Gates:
000 001 010 011 100 101 110 111
0 0 0
0 0 1
0 1 0
0 1 1
1 0 0
1 0 1
1 1 0
1 1 1
NOT1
TOFFOLI OR/NOR I N P U T
w1
OUTPUT2
NOP
0 0 0
0 0 1
0 1 0
0 1 1
1 0 0
1 0 1
1 1 0
1 1 1
000 001 010 011
100 101 110 111
I 0
I 1
I 2
I 3
-
8/11/2019 quantum studies in IISC
35/133
Quantum Algorithms
(a) DJ
(b) Grovers Search
l h b h k b
-
8/11/2019 quantum studies in IISC
36/133
DJ algorithm on ONE qubit with one work bit:Constant Balanced
x f 1 (x) f 2 (x) f 3 (x) f 4 (x) 0 0 1 0 11 0 1 1 0
Uf |x |y |x |y f(x)
|x is input qubit and |y is work qubitO/PI/P
Constant Balancedx y f 1 (x) y f 1 (x) f 2 (x) y f 2 (x) f 3 (x) y f 3 (x) f 4 (x) y f 4 (x) 0 0 0 0 1 1 0 0 1 10 1 0 1 1 0 0 1 1 01 0 0 0 1 1 1 1 0 01 1 0 1 1 0 1 0 0 1
O p e r a
t o r
Uf
1 0 0 00 1 0 00 0 1 00 0 0 1
0 1 0 01 0 0 00 0 0 10 0 1 0
1 0 0 00 1 0 00 0 0 10 0 1 0
0 1 0 01 0 0 00 0 1 00 0 0 1
Cleve Version
U f 1 NOT-2 C-NOT-1,2 C-NOT-2,1
h l h
-
8/11/2019 quantum studies in IISC
37/133
Kavita, Arvind, Anil Kumar, Phys. Rev. A 61 , 042306 (2000)
Deutsch-Jozsa Algorithm
Experiment One qubit DJ Two qubit DJ
Eq
Grover s Search Algorithm
-
8/11/2019 quantum studies in IISC
38/133
Grover s Search Algorithm Steps:
Pure State
Superposition
Avg
Inversion aboutAverage
Measure
SelectivePhase Inversion
|00..0
Groveriteration
N times
Grover search algorithm using 2D NMR
-
8/11/2019 quantum studies in IISC
39/133
Grover search algorithm using 2D NMR
Ranabir Das and Anil Kumar, J. Chem. Phys. 121 , 7603(2004)
-
8/11/2019 quantum studies in IISC
40/133
Other works
(i) Non-Adiabatic Geometric Phase in NMR QC
(ii) Adiabatic Quantum Algorithms by NMR
(iii) Quantum Games by NMR
-
8/11/2019 quantum studies in IISC
41/133
Geometric Phase ?
When a vector is parallel transported on a curved surface, it acquires a phase. A part of the acquired phase depends on the geometry of the path.
A state in a two-level quantum system is a vector which can betransported on a Bloch sphere. The geometrical part of the acquired
phase depends on the solid angle subtended by the path at the centre ofthe Bloch sphere and not on the details of the path.
-
8/11/2019 quantum studies in IISC
42/133
Adiabatic Geometric PhaseM. V. Berry, Quantum phase factors accompanying adiabatic changes,
Proc. R. Soc. Lond. A, 392, 45 (1984)
When a quantum system, prepared in one of the eigenstates ofthe Hamiltonian, is subjected to a change adiabatically, thesystem remains in the eigenstate of the instantaneous
Hamiltonian and acquires a phase at the end of the cycle.The phase has two parts. The dynamical and the geometric part.
)/exp( iEt D -= (Dynamical Phase)
)exp( i g = (Geometric Phase)
g D += (Total Phase)
Pancharatnam, S.
Proc. I nd. Acad. Sci. A 44 , pp. 247-262 (1956).
-
8/11/2019 quantum studies in IISC
43/133
-
8/11/2019 quantum studies in IISC
44/133
-
8/11/2019 quantum studies in IISC
45/133
Non-adiabatic Geometric phases inNMR QIP using transition selective pulses
1. Geometric phases using slice & triangular circuits.- Use of above in DJ & Grover algorithms.
Ranabir Das et al, J. Magn. Reson., 177 , 318 (2005).
2. Experimental measurement of mixed state geometric phase byquantum interferometry using NMR.
Ghosh et al, Physics Letters A 349 , 27 (2005).
3. Geometric phases in strongly dipolar coupled spins .- Fictitious spin- subspaces.- Geometric phase gates in dipolar coupled 13CH 3CN.- Collins version of 2-qubit DJ algorithm.- Qubit-Qutrit parity algorithm.
Gopinath et al, Phys. Rev A 73 , 022326 (2006).
Geometric phase acquired by a slice circuit
-
8/11/2019 quantum studies in IISC
46/133
Geometric phase acquired by a slice circuit
The state vector of the two level sub space cuts a slice on the Blochsphere.
The slice circuit can be achieved by two transition selective pulses
The resulting path encloses a solidangle W= 2 .
A spin echo sequence t-p-t is appliedto refocus the evolution under internalHamiltonian (the dynamic phase).
Second ( p) pulse is applied to restore thestate of the first qubit altered by the ( p) pulse.
(p)x (p)-x
(p)q 10 11 (p)
q+p+ 10 11.A.B =
z
Unitary operator associated with the slice circuit:
-
8/11/2019 quantum studies in IISC
47/133
Unitary operator associated with the slice circuit:
A.B =
( ) ( )010010 . i B A
e+ +Solid angle W = 2.
13C Spectra of 13CHCl3
Ranabir Das et al, J. Magn. Reson., 177 , 318 (2005).
-
8/11/2019 quantum studies in IISC
48/133
Grover search algorithm using geometric phases (by slice circuit):
-
8/11/2019 quantum studies in IISC
49/133
Using Geometric phase gates
H
H
H
H
H C i j C 00
|0
|0
| i
| j
Superposition
Pseudo purestate
SelectiveInversion
Inversion aboutAverage
Measure
H
Inversion about Average C 00 = H U 00 H
U00 = C 00(p)
Selective Inversion:
= p
Ranabir Das et al, J. Magn. Reson., 177 , 318 (2005).
00= x
01= x
10= x
11= x
Experimental Measurement of Mixed State Geometric Phase by NMR
-
8/11/2019 quantum studies in IISC
50/133
Creation of |00 PPS
Experimental Measurement of Mixed State Geometric Phase by NMR
Preparation of Mixed state by the a degree pulse and a gradient.
Implementation of Slice circuit tointroduce Geometric Phase .
Measurement
WResults:
-
8/11/2019 quantum studies in IISC
51/133
The shift of the interference pattern as a function of W and r.
W-= -
2tantan 1 r
The shift directly gives the geometric phase acquired by the spin qubit.
Results:Geometric Phase (Shift)
Ghosh et al, Physics Letters A 349 , 27 (2005).
-
8/11/2019 quantum studies in IISC
52/133
Adiabatic QuantumAlgorithms
Adi b i Q C i
-
8/11/2019 quantum studies in IISC
53/133
Adiabatic Quantum Computing
Based on Adiabatic Theorem of Quantum Mechanics: A quantum system inits ground state will remain in its ground state provided that the HamiltonianH under which it is evolved is varied slowly enough.
U
i
f
s
( s
) E
e21s0 g
s0dt
sdHs1
min
;)(
;max
The system evolvesfrom H i to H f with aprobability (1- e2)provided the evolutionrate satisfies thecondition
Where e
-
8/11/2019 quantum studies in IISC
54/133
Adiabatic Algorithms
by NMR(i) NMR Implementation of Locally Adiabatic
Algorithms
(a) Grover s search Algorithm (b) D-J Algorithm
(ii) Adiabatic Satisfibility problem using StronglyModulated Pulses
Avik Mitra
-
8/11/2019 quantum studies in IISC
55/133
-
8/11/2019 quantum studies in IISC
56/133
-
8/11/2019 quantum studies in IISC
57/133
Step 3. Implementation of Adiabatic Evolution
3x
2x
1xB IIIH z
3z
2z
1zF IIIH
p2180
M
m
1i
180
M
m
i2
180
M
m
1im
xzx eeeU
FB HMm
HMm
1mH
pulse 3,2,1
x
m
2 pulse 3,2,1zm pulse
3,2,1
x
m
2
m th step of the interpolatingHamiltonian .
m th step ofevolution operator
using Trottersformula
Pulse sequence for adiabatic evolution Total number of iteration is 31 time needed = 62 ms
(400 s x 5 pulses x 31 repetitions)
I H l i
-
8/11/2019 quantum studies in IISC
58/133
In a Homonuclear spin systems
spins are close(~ kHz) in frequency
space
Pulses are oflonger duration
Decoherenceeffects cannot beignored
Strongly Modulated Pulses circumvents the above problems
Strongly Modulated Pulses.
-
8/11/2019 quantum studies in IISC
59/133
Strongly Modulated Pulses.
lllrf
leff iHl1z
lllSMP eUU tt
w r
f
2SMPT
NUUTrF =
Nedler-MeadSimplex Algorithm(fminsearch)
Using Concatenated SMPs
-
8/11/2019 quantum studies in IISC
60/133
Using Concatenated SMPs
Avik Mitra et al, JCP, 128 , 124110 (2008)
Duration: Max 5.8 ms, Min. 4.7 ms
Results for all Boolean Formulae
-
8/11/2019 quantum studies in IISC
61/133
Avik Mitra et al,JCP, 128 , 124110 (2008)
-
8/11/2019 quantum studies in IISC
62/133
Quantum Games
Game Theory
-
8/11/2019 quantum studies in IISC
63/133
Von Neumann and MorgensternTheory of games and Economic behaviour
(Princeton University Press, 1947)
John F. Nash (Princeton University) Nobel Prize in Economics (1994)
Robert Aumann (Hebrew University) Nobel Prize in Economics (2005)
Game Theory
Evolutionary GamesNash Equilibrium
-
8/11/2019 quantum studies in IISC
64/133
Quantum Games by NMR
Avik Mitra
(i) Ulam s Quantum Game Guessing a number
(i) Three player Dilamma Game- Optimum strategy for
going to a Bar with two stools
(i) Battle of Sexes Game Should Bob and Alice togetherwatch TV or go to a football game
UlamsGame
-
8/11/2019 quantum studies in IISC
65/133
Classical Algorithm
1 11
Boblice
Total number of queries = log 22n = n
Quantum Version of UlamsGame
-
8/11/2019 quantum studies in IISC
66/133
Bob performs a unitary transform and stores the result in register B.
Alice makes a superposition of all the qubits .
Total number of queries = 1
Alice again interferes the qubits and then performs a measurement .
The quantum system consists of two registers .
Register A consists of n qubits
Register B consists of 1 qubit
--S. Mancini and L. Maccone, quant-ph/0508156
Quantum Version of Ulam sGame
Protocol
-
8/11/2019 quantum studies in IISC
67/133
Creationof
PPS
Application
ofHadamardgate
Unitary
TransformofBOB
Application
ofHadamardgate
MEASURE
xperimental implementation
-
8/11/2019 quantum studies in IISC
68/133
Preparation of Pseudo-pure state(PPS).
000
110101
100
011
001 010
111
p p
C CIF
F F
a
b c
Equilibrium Spectrum
001 PPS Spectrum
Results
-
8/11/2019 quantum studies in IISC
69/133
000
110101
100
011
001 010
111 population
coherence
Avik Thesis I.I.Sc. 2007
-
8/11/2019 quantum studies in IISC
70/133
Recent Developments in our Laboratory
1. Experimental Test of Quantum of No-Hiding theorem.Jharana Rani Samal, Arun K. Pati and Anil Kumar,Phys. Rev. Letters, 106, 080401 (25 Feb., 2011)
2. Use of Nearest Neighbour Heisenberg XY interaction for
creation of entanglement on end qubits in a linear chain of 3-qubit system.K. Rama Koteswara Rao and Anil Kumar (IJQI, 10, 1250039 (2012) .
Use of Genetic Algorithm for QIP.
V.S. Manu and Anil Kumar, Phys. Rev. A 86, 022324 (2012)
-
8/11/2019 quantum studies in IISC
71/133
No-Hiding Theorem
S.L. Braunstein & A.K. Pati, Phys.Rev.Lett. 98, 080502 (2007).
Any physical process that bleaches out the original informationis called Hiding. If we start with a pure state, this bleachingprocess will yield a mixed state and hence the bleachingprocess is Non -Unitary. However, in an enlarged Hilbertspace , this process can be represented as a unitary.
The No-Hiding Theorem demonstrates that the initial purestate, after the bleaching process, resides in the ancilla qubitsfrom which, under local unitary operations , is completelytransformed to one of the ancilla qubits.
-
8/11/2019 quantum studies in IISC
72/133
Quantum Circuit for Test of No-Hiding Theorem using StateRandomization (operator U).
H represents Hadamard Gate and dot and circle representCNOT gates.
After randomization the state | > is transferred to the secondAncilla qubit proving the No-Hiding Theorem.
(S.L. Braunstein, A.K. Pati , PRL 98, 080502 (2007).
-
8/11/2019 quantum studies in IISC
73/133
|0>) 1 ()1
= Cos ( /2) |0>) 1+ e [i( - /2)] Sin ( /2) |1>) 1
|00> 2,3 (/2) 2,3 |A2,3> = [|(0 + 1)>] 2 O [(0 + 1)>] 3X
Creation of and Hadamard Gates after preparation of |000> PPS
-
8/11/2019 quantum studies in IISC
74/133
The randomization operator is given by,
Are Pauli Matrices
With this randomization operator it can be shown that anypure state is reduced to completely mixed state if the ancillaqubits are traced out.
Using Eqs (1) and (2), the U is given by,
Eq. (1)
Eq. (2)
where
The Randomization Operator is obtained as
-
8/11/2019 quantum studies in IISC
75/133
|000> |001> |010> |011> |100> |101> |110> 111>
|000> 1
|001> 1
|010> 1
|011> 1
|100> 1
|101> 1
|110> -1|111> -1
U =
p
Blanks = 0
Local unitary for transforming information to one of the ancilla qubits
This shows that the first two qubitsare in Bell State and the > has
been transferred to the 3 rd qubit.
-
8/11/2019 quantum studies in IISC
76/133
Conversion of the U-matrix into an NMR Pulse sequence has been achieved here by a Novel Algorithmic Technique,
developed in our laboratory by Ajoy et. al (PRA 85, 030303(2012)). This method uses Graphs of a complete set of Basisoperators and develops an algorithmic technique for efficientdecomposition of a given Unitary into Basis Operators and theirequivalent Pulse sequences.
The equivalent pulse sequence for the U-Matrix is obtained as
NMR Pulse sequence for the Proof of No-Hiding Theorem
-
8/11/2019 quantum studies in IISC
77/133
The initial State isprepared for differentvalues of and
Jharana et al
-
8/11/2019 quantum studies in IISC
78/133
Three qubit
Energy LevelDiagram
EquilibriumSpectra ofthree qubits
Spectracorrespondingto |000> PPS
Experimental Result for the No-Hiding Theorem.
-
8/11/2019 quantum studies in IISC
79/133
The state is completely transferred from first qubit to the third qubit
325 experiments have been performed by varying and in steps of 15 o
All Experiments were carried out by Jharana (Dedicated to her memory)
Input State
Output State
s
s
S = Integral of real part of the signal for each spin
Tomography of first two qubits showing
-
8/11/2019 quantum studies in IISC
80/133
that they are in Bell-States.
Jharana Rani Samal, Arun K. Pati and Anil Kumar,
Phys. Rev. Letters, 106, 080401 (25 Feb., 2011)
Bell States are Maximally Entangled 2-qubit states.
Bell states play an important role in teleportation protocols
-
8/11/2019 quantum studies in IISC
81/133
-
8/11/2019 quantum studies in IISC
82/133
Use of nearest neighbourHeisenberg-XY interaction.
Until recently we had been looking for qubit systems in which
-
8/11/2019 quantum studies in IISC
83/133
Solution
Use Nearest Neighbour Interactions
Until recently we had been looking for qubit systems, in whichall qubits are coupled to each other with unequal couplings, sothat all transitions are resolved and we have a complete access
to the full Hilbert space.
However it is clear that such systems are not scalable,
since remote spins will not be coupled.
-
8/11/2019 quantum studies in IISC
84/133
Creation of Bell states between end qubits and a W-stateusing nearest neighbour Heisenberg-XY interactions
in a 3-spin NMR quantum computer
Rama K. Koteswara Rao et al, IJQI, 10 (4) 1250039 (2012)
Heisenberg XY interaction is normally not present inliquid state NMR: We have only ZZ interaction available.
We create the XY interaction by transforming the ZZinteraction into XY interaction by the use of 90 0 RF pulses.
Heisenberg-interaction
-
8/11/2019 quantum studies in IISC
85/133
g
-
=+++
-
=+ ++==
1
1 111
1
1 1 )()(
N
i
z
i
z
i
y
i
y
i
x
i
x
ii
N
i iii J J H s s s s s s s s
-
= ++ +=
1
1 112
1 )( N
i
y
i
y
i
x
i
x
ii XY J H s s s s
= ji
jiij J H )( s s Where are Pauli spin matrices
Linear Chain: Nearest Neighbour Interaction
( )-=
++
--+
+ +=1
111
N
iiiiii J s s s s
Nearest neighbour Heisenberg XY Interaction
Jingfu Zhang et al., Physical Review A, 72, 012331(2005)
J JConsider a linear Chain of 3 spins with equal couplings
-
8/11/2019 quantum studies in IISC
86/133
3232212121
y y x x y y x x XY J H s s s s s s s s +++=
t iH XY
et U -
=)(
( )32212)( y y x xi Jt
A et U s s s s +-=
( )32212)( x x y yi Jt
B et U s s s s +-=
( ) ( )3221232212)()()( x x y yi
y y x xi Jt Jt
B A eet U t U t U s s s s s s s s +-+-==
0, 32213221 =++ x x y y y y x x s s s s s s s s
jx/y are the Pauli spin matrices and J is the coupling constant between two spins.
21 3J J
Divide the H XY into two commuting parts
Jingfu Zhang et al., Physical Review A, 72, 012331(2005)
( )3221i Jt ssss +- I y y x x = + 23221 s s s s
-
8/11/2019 quantum studies in IISC
87/133
)()sin()cos( 3221222 y y x x
Jt i Jt I s s s s +-=
( )22
3221 y y x x Jt i
e
s s s s +-
=
( )2)( y y x x Jt A et U s s s s +=
)()sin()cos( 3221222
x x y y Jt i Jt I s s s s +-=
( )22
3221 x x y y Jt i
es s s s +-
=
( )32212)(
x x y yi Jt
B et U s s s s +-
=
)(sincos)(sincos 32212
3221
2 x x y yi
y y x xi I I s s s s s s s s +-+-=
)()()( t U t U t U B A=
2/ Jt =
I 2
-=
=
- Ai I e
then I Athat suchmatrixais A
iA )sin()cos(
,2
q q q
The operator U in Matrix form for the 3-spin system
-
8/11/2019 quantum studies in IISC
88/133
--
--
--
--
--
--
=
10000000
0cos)2sin(0sin000
0)2sin()2cos(0)2sin(000
000cos0)2sin(sin0
0sin)2sin(0cos000
000)2sin(0)2cos()2sin(0
000sin0)2sin(cos0
00000001
)(
2
2
2
22
2
2
2
2
2
2
22
2
2
2
i
ii
i
i
ii
i
t U
= Jt/2 where
Jingfu Zhang et al., Physical Review A, 72, 012331(2005)
Quantum State Transfer
-
8/11/2019 quantum studies in IISC
89/133
-
-
-
-
-
-
=
10000000
00001000
00100000
00000010
01000000
00000100
00010000
00000001
2 J U
p
100001 -=U
110011 -=U
001100 -=U
011110 -=U
000000 =U
010010 -=U
101101 -=U
111111 =U
/2 ,2/When p p == J t
Interchanging the states of 1 st and 3 rd qubit
[Ignore the phase (minus sign)]
Two qubit Entangling Operator
-
8/11/2019 quantum studies in IISC
90/133
---
--
--
--
--
--
=
10000000
021
20
21
000
02
002
000
00021
022
10
021
20
21
000
0002
002
0
00021
022
10
00000001
22
i
ii
i
i
ii
i
J U
p
( ) 213211001101 += - iU
( ) 213200110010 += - iU
,
22
J
t When p = 4/p =
Bell States
Three qubit Entangling Operator
-
8/11/2019 quantum studies in IISC
91/133
--
--
--
--
--
--
=
10000000
079.03
021.0000
033
10
3000
00079.003
21.00
021.03
079.0000
000303
1
30
00021.003
79.00
00000001
)(
i
ii
i
i
ii
i
t U
,2
)2(tan
1
J t When
-
=2
)2(tan 1-=
110011101101)(333
1 iit U --=
1100111013
13
13
1 ++
Phase Gate on 2 nd spin
1100 i+
W - State
Experiments using nearest neighbour interactionsin a 3 spin system
-
8/11/2019 quantum studies in IISC
92/133
in a 3-spin system
1. Pseudo-Pure States.
2. Bell states on end qubits.
3. W-state .
13 CHFBr2
J HC = 224.5 Hz, J CF = -310.9 Hz and J HF = 49.7 Hz.
Energy Level Diagram Equilibrium spectra
1H
13 C
19 F
Pseudo-Pure States using only nearest neighbour interactions
-
8/11/2019 quantum studies in IISC
93/133
[45] x [45] -y [45] x
[45] x
[45] -y
[45] -y
[90] -y
[90] -y
[90] x
[90] x
[90] y
[90] y
[57.9]
1H
13 C
19 F
G z 1/2J HC 1/J CF 1/2J CF 1/2J HC
321313221321000 4222 z z z z z z z z z z z z I I I I I I I I I I I I ++++++= r
C z C
F z F
H z H eq I I I r ++= )25.094.0( C z
F z
H z H I I I ++=
Rama K. Koteswara Rao et al, IJQI, 10 (4) 1250039 (2012)
Pseudo-Pure States:
-
8/11/2019 quantum studies in IISC
94/133
000
001
010
011
1H 13 C 19 F
Rama K. Koteswara Rao et al, IJQI, 10 (4) 1250039 (2012)
Bell state on end qubits:
-
8/11/2019 quantum studies in IISC
95/133
,
22
J
t When p = 4/22 p == Jt
Starting from 010 pps the U yields Bellstates in which the Middle qubit in state 0
Starting from 101 pps the U yields Bellstates in which the Middle qubit in state 1( ) 2132 11001101 += - iU
( ) 213200110010 += - iU
-
8/11/2019 quantum studies in IISC
96/133
-
8/11/2019 quantum studies in IISC
97/133
Bell state on end qubits:( )
213211001101 += - iU
-
8/11/2019 quantum studies in IISC
98/133
ExperimentSimulated
Real Part
Imaginary Part
( ) 2132
-
8/11/2019 quantum studies in IISC
99/133
ExperimentSimulated
1100111013
13
13
1 ++W-State:
-
8/11/2019 quantum studies in IISC
100/133
ExperimentSimulated
Real Part
Imaginary Part
Rama K. Koteswara Rao et al, IJQI, 10 (4) 1250039 (2012)
The Genetic Algorithm
-
8/11/2019 quantum studies in IISC
101/133
Directed search algorithms based on themechanics of biological evolution
Developed by John Holland, University of
Michigan (1970s)
John HollandCharles Darwin 1866
1809-1882
Genetic Algorithm
-
8/11/2019 quantum studies in IISC
102/133
Genetic Algorithms are good at taking large,
potentially huge, search spaces and navigating them,looking for optimal combinations of things, solutionsyou might not otherwise find in a lifetime
Here we apply Genetic Algorithm to Quantum Information Processing
We have used GA for
Quantum Logic Gates ( Operator optimization)and
Quantum State preparation (state-to-state optimization)
V.S. Manu et al. Phys. Rev. A 86 , 022324 (2012)
-
8/11/2019 quantum studies in IISC
103/133
-
8/11/2019 quantum studies in IISC
104/133
The Individual, which represents a valid solution can berepresented as a matrix of size (n+1)x2m. Here m is thenumber of genes in each individual and n is the numberof channels (or spins/qubits).
So the problem is to find an optimized matrix, in which theoptimality condition is imposed by a Fitness Function
Fitness function
-
8/11/2019 quantum studies in IISC
105/133
Fitness function
In operator optimizationGA tries to reach a preferred target Unitary Operator (U tar ) from an
initial random guess pulse sequence operator (U pul ).
Maximizing the Fitness function
F pul = Trace (U pul U tar )
In State-to-State optimization
F pul = Trace { U pul ( in ) U pul (-1) tar }
Two-qubit Homonuclear case
-
8/11/2019 quantum studies in IISC
106/133
H = 2 (I 1z 1 2z ) + 2 J 12 (I 1z I 2z )
Single qubit rotation
= 500 Hz, J= 3.56 Hz
1 = 2 , 2 = , = /2 , = /2
1 = , 2 = 0 = /2 , = /2
/2 /2
Simulated using J = 0
Hamiltonian used
Non-Selective ( Hard) Pulsesapplied in the centre
-
8/11/2019 quantum studies in IISC
107/133
Fidelity for finite J/
Controlled- NOT:
-
8/11/2019 quantum studies in IISC
108/133
Equilibrium
00
01 1011
1
-1
00
00
01 1011
1
-10
0
00
01 1011
1
-1 0
0
00
01 10111
-1
0
000
01 1011
1
-1
0
0
Pseudo Pure State (PPS) creation
-
8/11/2019 quantum studies in IISC
109/133
Pseudo Pure State (PPS) creation
All unfilled rectangles represent 900 pulseThe filled rectangle is 180 0 pulse.
Phases are given on the top of each pulse.
Fidelity w.r.t. to J/
0001 10 11
-
8/11/2019 quantum studies in IISC
110/133
F t reDirections:
-
8/11/2019 quantum studies in IISC
111/133
F uture Directions:
(i) Use Collective M odes of l inear chains.
(ii) Backbone of a C-13, N-15 labeled protein forming a linearchain:
(i i i) Use of Genetic Algor i thm f or designing pulsesequences for NM R QI P.
Acknowledgements
-
8/11/2019 quantum studies in IISC
112/133
Other IISc CollaboratorsProf. Apoorva Patel
Prof. K.V. RamanathanProf. N. Suryaprakash
Prof. Malcolm H. Levitt - UKProf. P.Panigrahi IISER KolkataDr. Arun K. Pati HRI-AllahabadMr. Ashok Ajoy BITS-Goa-MIT
Dr. ArvindDr. Kavita DoraiDr. T.S. MaheshDr. Neeraj SinhaDr. K.V.R.M.MuraliDr. Ranabir Das
Dr. Rangeet Bhattacharyya
- IISER Mohali- IISER Mohali- IISER Pune- CBMR Lucknow- IBM, Bangalore- NCIF/NIH USA
- IISER KolkataDr.Arindam Ghosh - NISER BhubaneswarDr. Avik Mitra - Varian PuneDr. T. Gopinath - Univ. MinnesotaDr. Pranaw Rungta - IISER Mohali
Dr. Tathagat Tulsi IIT Bombay
Other Collaborators
Funding: DST/DAE/DBT
Former QC- IISc-Associates/Students
This lecture is dedicatedto the memory of
Ms. Jharana Rani Samal*
(*Deceased, Nov., 12, 2009)
Current QC IISc - Students
Mr. Rama K. Koteswara RaoMr. V.S. Manu
Thanks: NMR Research Centre IISc, for spectrometer time
-
8/11/2019 quantum studies in IISC
113/133
-
8/11/2019 quantum studies in IISC
114/133
Thank You
BookQ t C t ti d Q t I f ti P i g
-
8/11/2019 quantum studies in IISC
115/133
Quantum Computation and Quantum Information Processing by
Michael A. Nielsen and Isaac L. Chuang,Cambridge University Press (2000)
Indian Edition available for Rs. 317/-
Review Article onQuantum Computing by NMR
ByJonathan A Jones
University of Oxford, UK
arXiv:1011.1382v1 [quant-ph] 5 Nov 2010
2D NMR Quantum Computing Scheme
l D i
-
8/11/2019 quantum studies in IISC
116/133
Preparation Evolution Mixing Detection
y -y y
t 1 t 2 I1 , I 2 etc.
G z
Creation of Initial States
Labeling of the initial states
Computation Reading output states
Computation
I0
Ernst & co-workers, J. Chem. Phys., 109 , 10603 (1998).
Three-spin system:
-
8/11/2019 quantum studies in IISC
117/133
Transitions of I0 arelabeled by the
states of I 1 and I 2
00 01 10 11
I 0 I 1 I 2 H H
Br C C COOH
H Br
I 1 I 0
I 2
I 0
2 qubits Typical systems used for NMR-QIP using J-Couplings
Chuang et al,quant ph/0007017
-
8/11/2019 quantum studies in IISC
118/133
3 qubits
4 qubits
5 qubits
Marx et al, Phys. Rev. A62, 012310 (2000)
Knill et al, Nature,404, 368 (2000)
7 qubits
7 qubits
quant-ph/0007017
67
-
8/11/2019 quantum studies in IISC
119/133
How to increase thenumber of qubits?
Use Molecules Partially Oriented (~ 10-3
)in Liquid Crystal Matrices
(i) Quadrupolar Nuclei (spin >1/2). Reduced
Quadrupolar Couplings(ii) Spin =1/2 Nuclei. Reduced Intramolecular
Dipolar Couplings
-
8/11/2019 quantum studies in IISC
120/133
QuadrupolarSystems
Using spin-3/2 ( 7Li) orientedsystem as 2-qubit system
Pseudo-pure states
-
8/11/2019 quantum studies in IISC
121/133
Neeraj Sinha,T. S. Mahesh, K. V. Ramanathan, and
Anil Kumar, J. Ch em. Phys., 114 , 4415 (2001).
y q y
2-qubit Gates
-
8/11/2019 quantum studies in IISC
122/133
using 7Li
oriented system
Neeraj Sinha,T. S. Mahesh,
K. V. Ramanathan,and Anil Kumar,
JCP, 114, 4415 (2001).
133 Cs system spin 7/2 system [Cs pentadeca-fluoro-octonate + D 2O]
Half Adder SubtractorEquilibrium
-
8/11/2019 quantum studies in IISC
123/133
Optimal Labeling
Half-Adder p(5,6,5,7,6)
5-pulses
Subtractor p(3,2,3,5,4,3,2,5,7)
9-pulses
765
4321
111
110
101
100
011
010
001
000
-7/2
-5/2
-3/2
-1/2
1/2
3/2
5/2
7/2
765
4321
000
010
011
001
101
110
111
100
-7/2
-5/2
-3/2
-1/2
1/2
3/2
5/2
7/2
Half-Adder p(1,3,2)3-pulses
Subtractor
p(6,4,2)3-pulses
Half-Adder SubtractorEquilibrium
Conventional Labeling
Murali et.al.Phys. Rev. A66 .022313 (2002)
R. Das et al, Phys. Rev.
A 70, 012314 (2004)
Collins version of 3-qubit DJ implemented on the 7/2 spin of Cs-133.
-
8/11/2019 quantum studies in IISC
124/133
There are 2 constantand 70 Balancedfunctions. Half differin phase of theUnitary transform.
12 are shown here.
1-Constant and 11-
Balanced
C B B
BB B
B
B
B
B B B
Gopinath and Anil Kumar, J.Magn. Reson., 193, 163 (2008)
-
8/11/2019 quantum studies in IISC
125/133
DipolarSystems
Advantages of Oriented Molecules
-
8/11/2019 quantum studies in IISC
126/133
Large Dipolar coupling - ease of selectivity - smaller Gate time Long-range coupling - more qubits
DisadvantageFor Homo-nuclear spin system
Spins become Strongly coupledA spin can not be identified as a qubit
2 N
energy levels are collectively treated as an N-qubit system
Solution
Weak coupling Approximationwi - w j >> D ij
3-Qubit Strongly Dipolar Coupled Spin SystemBromo-di-chloro-benzene
-
8/11/2019 quantum studies in IISC
127/133
Z-COSY (90-t 1-10- m -10-t 2) wasused to label the various transitions
GHZ state (|000 + |111 )
C 2-NOT gate
POPS(|000 000| -
|001 001| )
populations coherences
(|110 |111 )
T.S. Mahesh et.al., Current Science 85 , 932 (2003).
5-qubit systemHET-Z-COSY spectrum for labeling
-
8/11/2019 quantum studies in IISC
128/133
(in liquid crystal)
Eqlbm
p g
E-level diagram
Proton transitions Fluorine transitions
-
8/11/2019 quantum studies in IISC
129/133
8-qubit system
-
8/11/2019 quantum studies in IISC
130/133
Equilibrium spectrum 1H spectrum
19F spectrum
F Molecule: 1-floro naphthalene
(in liquid crystal ZLI1132)
(1-512)
(513-630)
H
H H
H H
H H
HET-Z-COSY spectrum
-
8/11/2019 quantum studies in IISC
131/133
R. Das, RBhattacharyyaand Anil
Kumar,QuantumComputing Back Action,AIP Proc.,864, 313 (2006)
-
8/11/2019 quantum studies in IISC
132/133
C 7-NOT [ p1]
-
8/11/2019 quantum studies in IISC
133/133
POPS(1) [Eq- p1]
POPS(40) [Eq- p40]