System and method of generating quantum unitary noise using silicon based quantum dot arrays
A novel and useful system and method of generating quantum unitary noise using silicon based quantum dot arrays. Unitary noise is derived from a probability of detecting a particle within a quantum dot array structure comprising position based charge qubits with two time independent basis states |0> and |1>. A two level electron tunneling device such as an interface device, qubit or other quantum structure is used to generate quantum noise. The electron tunneling device includes a reservoir of particles, a quantum dot, and a barrier that is used to control tunneling between the reservoir and the quantum dot. A detector circuit connected to the device outputs a digital stream corresponding to the probability of a particle of being detected. Controlling the bias applied to the barrier controls the probability of detection. Thus, the probability density function (PDF) of the output unitary noise can be controlled to correspond to a desired probability. The unitary noise can be used in stochastic rounding by controlling the bias applied to the barrier in accordance with a remainder of numbers to be rounded.
1. A quantum unitary noise generator, comprising:
a semiconductor based electron tunneling device including:
a region containing a reservoir of particles;
a quantum dot;
a gate adapted to function as a barrier between said doped region and said quantum dot;
an imposer circuit coupled to said gate and operative to generate and apply a series of pulses to said gate to enable quantum resonant tunneling between said doped region and said quantum dot; and
a detector circuit coupled to said doped region and operative to detect for each pulse either said particle tunneling to said quantum dot or said particle not tunneling to said quantum dot and generating a digital output signal accordingly.
2. The quantum unitary noise generator according to claim 1 , wherein said gate is biased at a point where said detector's output exhibits substantially equal bi-modal probability density function.
3. The quantum unitary noise generator according to claim 1 , wherein said gate is biased at a point where detector output exhibits desired skewed bi-modal probability density function.
4. The quantum unitary noise generator according to claim 1 , wherein said gate is biased at a point where a distribution of detector output exhibits two distinct peaks of substantially equal height.
5. The quantum unitary noise generator according to claim 1 , wherein said gate is biased at a point where said barrier with potential energy V B is relatively low while Fermi energy level E f at said doped region aligns with discrete energy level E n in said quantum dot.
6. A method of generating quantum unitary noise, said method comprising:
providing a semiconductor based electron tunneling device including:
a region containing a reservoir of particles;
a quantum dot;
a gate adapted to function as a barrier between said doped region and said quantum dot;
generating a series of pulses applied to said gate to lower said barrier sufficiently to enable quantum resonate tunneling between said doped region and said quantum dot;
detecting for each pulse either said particle tunneling to said quantum dot or said particle not tunneling to said quantum dot; and
generating a digital output signal in accordance with said detecting.
7. The method according to claim 6 , further comprising biasing said gate at a point where detector output exhibits substantially equal bi-modal probability density function.
8. The method according to claim 6 , further comprising biasing said gate at a point where detector output exhibits desired skewed bi-modal probability density function.
9. The method according to claim 6 , further comprising biasing said gate said gate is biased at a point where a distribution of detector output exhibits two distinct peaks of substantially equal height.
10. The method according to claim 6 , further comprising biasing said gate said gate is biased at a point where said barrier with potential energy V B is relatively low while Fermi energy level E f at said doped region aligns with discrete energy level E n in said quantum dot.
11. A quantum unitary noise generator, comprising:
a semiconductor based electron tunneling device including:
a substrate;
a low doped or undoped layer fabricated on said substrate, a portion of which functions as a quantum dot;
a doped region containing a reservoir of particles;
a gate fabricated on said low doped or undoped layer whereby said doped region is located of one side of said gate and said quantum dot on another side of said gate, said gate operative to function as a tunneling barrier between said doped region and said quantum dot;
an imposer circuit coupled to said gate and operative to generate and apply a series of pulses to said gate to enable quantum resonant tunneling between said doped region and said quantum dot; and
a detector circuit coupled to said doped region and operative to detect for each pulse either said particle tunneling to said quantum dot or said particle not tunneling to said quantum dot and generating a random digital output signal accordingly.
12. The quantum unitary noise generator according to claim 11 , wherein said gate is biased at a point where detector output exhibits substantially equal bi-modal probability density function.
13. The quantum unitary noise generator according to claim 11 , wherein said gate is biased at a point where detector output exhibits desired skewed bi-modal probability density function.
14. The quantum unitary noise generator according to claim 11 , wherein said gate is biased at a point where a distribution of detector output exhibits two distinct peaks of substantially equal height.
15. The quantum unitary noise generator according to claim 11 , wherein said gate is biased at a point where said barrier with potential energy V B is relatively low while fermi energy level E f at said doped region aligns with discrete energy level E n in said quantum dot.
16. A quantum unitary noise generator, comprising:
a quantum dot array (QDA) having a plurality of semiconductor based electron tunneling devices, each semiconductor based electron tunneling device including:
a region containing a reservoir of particles;
a quantum dot;
a gate adapted to function as a barrier between said doped region and said quantum dot;
a plurality of imposer circuits, each imposer circuit coupled to a respective gate and operative to generate and apply a series of pulses to said gate to enable quantum resonant tunneling between said doped region and said quantum dot; and
a plurality of detector circuits, each detector circuit coupled to a respective doped region and operative to detect for each pulse either said particle tunneling to said quantum dot or said particle not tunneling to said quantum dot and generating a random digital output signal accordingly.
17. The quantum unitary noise generator according to claim 16 , wherein one or more said gates are biased at a point where detector output exhibits substantially equal bi-modal probability density function.
18. The quantum unitary noise generator according to claim 16 , wherein one or more said gates are biased at a point where detector output exhibits desired skewed bi-modal probability density function.
19. The quantum unitary noise generator according to claim 16 , wherein the quantum dots in said plurality of semiconductor based electron tunneling devices are located in sufficient proximity to each other to achieve entanglement between them.