# Toffoli gate

In logic circuits, the Toffoli gate (also CCNOT gate), invented by Tommaso Toffoli, is a universal reversible logic gate, which means that any classical reversible circuit can be constructed from Toffoli gates. It is also known as the "controlled-controlled-not" gate, which describes its action. It has 3-bit inputs and outputs; if the first two bits are both set to 1, it inverts the third bit, otherwise all bits stay the same.

## Background

An input-consuming logic gate L is reversible if it meets the following conditions: L(x) = y is a gate where for any output y, there is a unique input x. The gate L is reversible if there is a gate L′(y) = x which maps y to x. From common logic gates, NOT is reversible, as can be seen from its truth table below.

INPUT OUTPUT
0 1
1 0

The common AND gate is not reversible, because the inputs 00, 01 and 10 are all mapped to the output 0.

Reversible gates have been studied since the 1960s. The original motivation was that reversible gates dissipate less heat (or, in principle, no heat).[1]

More recent motivation comes from quantum computing. In quantum mechanics the quantum state can evolve in two ways, by Schrödinger's equation (unitary transformations), or by their collapse. Logic operations for quantum computers, of which the Toffoli gate is an example, are unitary transformations and therefore evolve reversibly.[2]

## Universality and Toffoli gate

Any reversible gate that consumes its inputs and allows all input computations must have no more input bits than output bits, by the pigeonhole principle. For one input bit, there are two possible reversible gates. One of them is NOT. The other is the identity gate, which maps its input to the output unchanged. For two input bits, the only non-trivial gate is the controlled NOT gate, which XORs the first bit to the second bit and leaves the first bit unchanged.

Truth table Permutation matrix form
INPUT OUTPUT
0   0   0   0
0 1 0 1
1 0 1 1
1 1 1 0

${\displaystyle {\begin{bmatrix}1&0&0&0\\0&1&0&0\\0&0&0&1\\0&0&1&0\\\end{bmatrix}}}$

Unfortunately, there are reversible functions that cannot be computed using just those gates. In other words, the set consisting of NOT and XOR gates is not universal. To compute an arbitrary function using reversible gates, another gate is needed. One possibility is the Toffoli gate, proposed in 1980 by Toffoli.[3]

This gate has 3-bit inputs and outputs. If the first two bits are set, it flips the third bit. The following is a table of the input and output bits:

Truth table Permutation matrix form
INPUT OUTPUT
0   0   0   0   0   0
0 0 1 0 0 1
0 1 0 0 1 0
0 1 1 0 1 1
1 0 0 1 0 0
1 0 1 1 0 1
1 1 0 1 1 1
1 1 1 1 1 0

${\displaystyle {\begin{bmatrix}1&0&0&0&0&0&0&0\\0&1&0&0&0&0&0&0\\0&0&1&0&0&0&0&0\\0&0&0&1&0&0&0&0\\0&0&0&0&1&0&0&0\\0&0&0&0&0&1&0&0\\0&0&0&0&0&0&0&1\\0&0&0&0&0&0&1&0\\\end{bmatrix}}}$

It can be also described as mapping bits {a, b, c} to {a, b, c XOR (a AND b)}. This can also be understood as a Modulo operation on bit c: {a, b, c} → {a, b, (c+ab) mod 2} often written as {a, b, c} → {a, b, c ${\displaystyle \oplus }$ ab}[4]

The Toffoli gate is universal; this means that for any Boolean function f(x1, x2, ..., xm), there is a circuit consisting of Toffoli gates that takes x1, x2, ..., xm and some extra bits set to 0 or 1 to outputs x1, x2, ..., xm, f(x1, x2, ..., xm), and some extra bits (called garbage). A NOT gate, for example, can be constructed from a Toffoli gate by setting the three input bits to {a, 1, 1}, making the third output bit (1 XOR (a AND 1)) = NOT a; (a AND b) is the third output bit from {a, b, 0}. Essentially, this means that one can use Toffoli gates to build systems that will perform any desired Boolean function computation in a reversible manner.

## Related logic gates

• The Fredkin gate is a universal reversible 3-bit gate that swaps the last two bits if the first bit is 1; a controlled-swap operation.
• The n-bit Toffoli gate is a generalization of the Toffoli gate. It takes n bits x1, x2, ..., xn as inputs and outputs n bits. The first n−1 output bits are just x1, ..., xn−1. The last output bit is (x1 AND ... AND xn−1) XOR xn.
• The Toffoli gate can be realized by five two-qubit quantum gates,[5] but it can be shown that it is not possible using fewer than five.[6]
• A related quantum gate, the Deutsch gate, can be realized by five optical pulses with neutral atoms.[7] The Deutsch gate is a universal gate for quantum computing.[8]
• The Margolus gate (named after Norman Margolus), also called simplified Toffoli is a quantum logic gate very similar to a Toffoli gate but with a -1 in the diagonal: ${\displaystyle \mathrm {RCCX} =\operatorname {diag} (1,1,1,1,1,-1,X)}$ . The Margolus gate is also universal for reversible circuits and acts very similar to a Toffoli gate, with the advantage that it can be constructed with about half of the CNOTS compared to the Toffoli gate.[9]

## Relation to quantum computing

Any reversible gate can be implemented on a quantum computer, and hence the Toffoli gate is also a quantum operator. However, the Toffoli gate cannot be used for universal quantum computation, though it does mean that a quantum computer can implement all possible classical computations. The Toffoli gate has to be implemented along with some inherently quantum gate(s) in order to be universal for quantum computation. In fact, any single-qubit gate with real coefficients that can create a nontrivial quantum state suffices.[10] A Toffoli gate based on quantum mechanics was successfully realized in January 2009 at the University of Innsbruck, Austria.[11] While the implementation of an n-qubit Toffoli with circuit model requires 2n CNOT gates,[12] the best known upper bound stands at 6n – 12 CNOT gates.[13] It has been suggested that trapped Ion Quantum computers may be able to implement an n-qubit Toffoli gate directly.[14] The application of many-body interaction could be used for direct operation of the gate in trapped ions, Rydberg atoms and superconducting circuit implementations.[15][16][17][18] Following the dark-state manifold, Khazali-Mølmer Cn-NOT gate[16] operates with only three pulses, departing from the circuit model paradigm.

## References

1. ^ Landauer, R. (July 1961). "Irreversibility and Heat Generation in the Computing Process". IBM Journal of Research and Development. 5 (3): 183–191. doi:10.1147/rd.53.0183. ISSN 0018-8646.
2. ^ Colin P. Williams (2011). Explorations in Quantum Computing. Springer. pp. 25–29, 61. ISBN 978-1-84628-887-6.
3. ^ Technical Report MIT/LCS/TM-151 (1980) and an adapted and condensed version: Toffoli, Tommaso (1980). J. W. de Bakker and J. van Leeuwen (ed.). Reversible computing (PDF). Automata, Languages and Programming, Seventh Colloquium. Noordwijkerhout, Netherlands: Springer Verlag. pp. 632–644. doi:10.1007/3-540-10003-2_104. ISBN 3-540-10003-2. Archived from the original (PDF) on 2010-04-15.
4. ^ Nielsen, Michael L.; Chuang, Isaac L. (2010). Quantum Computation and Quantum Information (10th ed.). Cambridge University Press. p. 29. ISBN 9781107002173.
5. ^ Barenco, Adriano; Bennett, Charles H.; Cleve, Richard; DiVincenzo, David P.; Margolus, Norman; Shor, Peter; Sleator, Tycho; Smolin, John A.; Weinfurter, Harald (Nov 1995). "Elementary gates for quantum computation". Physical Review A. 52 (5): 3457–3467. arXiv:quant-ph/9503016. Bibcode:1995PhRvA..52.3457B. doi:10.1103/PhysRevA.52.3457. PMID 9912645. S2CID 8764584.
6. ^ Yu, Nengkun; Duan, Runyao; Ying, Mingsheng (2013-07-30). "Five two-qubit gates are necessary for implementing the Toffoli gate". Physical Review A. 88 (1): 010304. arXiv:1301.3372. Bibcode:2013PhRvA..88a0304Y. doi:10.1103/physreva.88.010304. ISSN 1050-2947. S2CID 55486826.
7. ^ Shi, Xiao-Feng (May 2018). "Deutsch, Toffoli, and CNOT Gates via Rydberg Blockade of Neutral Atoms". Physical Review Applied. 9 (5): 051001. arXiv:1710.01859. Bibcode:2018PhRvP...9e1001S. doi:10.1103/PhysRevApplied.9.051001. S2CID 118909059.
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9. ^ Maslov, Dmitri (2016-02-10). "Advantages of using relative-phase Toffoli gates with an application to multiple control Toffoli optimization". Physical Review A. 93 (2): 022311. doi:10.1103/PhysRevA.93.022311. ISSN 2469-9926.
10. ^ Shi, Yaoyun (Jan 2003). "Both Toffoli and Controlled-NOT need little help to do universal quantum computation". Quantum Information & Computation. 3 (1): 84–92. arXiv:quant-ph/0205115. Bibcode:2002quant.ph..5115S. doi:10.26421/QIC3.1-7.
11. ^ Monz, T.; Kim, K.; Hänsel, W.; Riebe, M.; Villar, A. S.; Schindler, P.; Chwalla, M.; Hennrich, M.; Blatt, R. (Jan 2009). "Realization of the Quantum Toffoli Gate with Trapped Ions". Physical Review Letters. 102 (4): 040501. arXiv:0804.0082. Bibcode:2009PhRvL.102d0501M. doi:10.1103/PhysRevLett.102.040501. PMID 19257408. S2CID 2051775.
12. ^ Shende, Vivek V.; Markov, Igor L. (2008-03-15). "On the CNOT-cost of TOFFOLI gates". arXiv:0803.2316 [quant-ph].
13. ^ Maslov, Dmitri (2016). "Advantages of using relative-phase Toffoli gates with an application to multiple control Toffoli optimization". Physical Review A. 93 (2): 022311. arXiv:1508.03273. Bibcode:2016PhRvA..93b2311M. doi:10.1103/PhysRevA.93.022311. S2CID 5226873.
14. ^ Katz, Or; Cetina, Marko; Monroe, Christopher (2022-02-08). "N-body interactions between trapped ion qubits via spin-dependent squeezing". arXiv:2202.04230 [quant-ph].
15. ^ Arias Espinoza, Juan Diego; Groenland, Koen; Mazzanti, Matteo; Schoutens, Kareljan; Gerritsma, Rene (2021-05-28). "High-fidelity method for a single-step N-bit Toffoli gate in trapped ions". Physical Review A. 103 (5): 052437. arXiv:2010.08490. Bibcode:2021PhRvA.103e2437E. doi:10.1103/PhysRevA.103.052437. S2CID 223953418.
16. ^ a b Khazali, Mohammadsadegh; Mølmer, Klaus (2020-06-11). "Fast Multiqubit Gates by Adiabatic Evolution in Interacting Excited-State Manifolds of Rydberg Atoms and Superconducting Circuits". Physical Review X. 10 (2): 021054. Bibcode:2020PhRvX..10b1054K. doi:10.1103/PhysRevX.10.021054. ISSN 2160-3308.
17. ^ Isenhower, L.; Saffman, M.; Mølmer, K. (2011-09-04). "Multibit CkNOT quantum gates via Rydberg blockade". Quantum Information Processing. 10 (6): 755. arXiv:1104.3916. doi:10.1007/s11128-011-0292-4. ISSN 1573-1332. S2CID 28732092.
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