The present disclosure relates to magnetic quantum-dot cellular automata, more particular to non-majority magnetic logic gates and arrays based on misaligned magnetic islands.
Nanomagnetic logic (NML), also known as, Magnetic Quantum-Dot Cellular Automata (MQCA) consists of using nanomagnetic islands arranged in such a way that allows logic functions to be performed by using NML circuits. Wires, gates, and inverters have already been demonstrated to function at room temperature. It is estimated that if 1010 magnets switch at 108 times/second, then the magnets would only dissipate about 0.1 W of power. These nanomagnet based devices can remain non-volatile provided that their size/shape remains above the superparamagnetic limit which means that these nanomagnets devices can be used to realize both logic and memory devices. If non-volatility can be sacrificed, research suggests that binary state in nanomagnets with feature sizes below the superparamagnetic limit should also be stable for around 1 millisecond. This retention time is sufficient to perform logic operations. Device switching times could also be reduced.
The fundamental building blocks for NML circuits can (i) be made with standard lithographic techniques and (ii) have all been experimentally demonstrated at room temperature. Wires that exhibit ferromagnetically ordering (
Because the energy difference between magnetization (binary) states in an NML device can be hundreds of kT at room temperature, an applied magnetic clock is needed to facilitate the re-evaluation of an NML ensemble subsequent to when input states are changed. The applied magnetic clock provides the necessary energy that modulates the barrier between magnetization states so that fringing fields from individual magnets can quickly bias neighboring magnets into their respective thermodynamically favorable magnetization state that corresponds to the logically correct output states associated with the input(s). This reordering of magnetization states is guided by either antiferromagnetic or ferromagnetic coupling which is dependent upon the relative positions of how the particularly adjacent magnets are geometrically arranged.
For example, reordering of magnetization states in an antiferromagnetic coupled horizontal line would proceed as shown in FIG. 3-i to FIG. 3-iii (where just 3 devices are shown for simplicity). After the field of the left most magnet is externally driven by an Input (not shown) to flip its magnetic state, the applied magnetic clock field (H) is then subsequently imposed on all of the magnets (e.g., in an antiferromagnetically ordered line) which drives the internal magnetic fields (sideways arrows) of the center and right most magnets to be biased along their hard (shorter) axes (as shown in the transition from FIG. 3-i to FIG. 3-ii). Note that the internal magnetic field (up arrow) of the left most magnet is unaffected by the applied magnetic clock field (H) because it remains biased along its easy (long) axis driven by the continued imposition of the external magnetic field at the Input (not shown). As a result of imposing the applied magnetic clock field which drives the internal magnetic fields of the center and right most magnets pointed towards their hard axes (i.e., nullify), the energetic barriers of the center and right most magnets needed to reach their new energetically favorable magnetization state are considerably lowered. Flux from neighboring magnets can then efficiently bias these magnets into a new magnetically stable state (FIG. 3-iii) when the applied magnetic clock field (H) is removed.
It is known that fringing field-based interactions between single domain magnets with nanometer feature sizes can be used as a driving force to perform Boolean logic operations. With NML, logic functionality results from a complex interplay of shape anisotropy and magnet-to-magnet coupling. Magnet shape anisotropy, i.e., an elongated easy axis, creates a bi-stable system, and binary values (1/0) can be arbitrarily assigned to different magnetization directions. For many magnet shapes, the easy axis states are energetically equivalent for a magnet in isolation. When considering magnet ensembles, in clocked systems, fringing fields from individual devices can set the state of a neighboring device when that device is in a metastable logic state. It is known that these fringing field interactions can be used to implement majority voting gates and, in principle, implement any Boolean function.
To date, all known proposals for Boolean logic designs using NML architecture have either been majority gate based or assumed magnets with a uniform shape. Majority gates can be transformed into AND/OR or NAND/NOR gates and can be used to implement any Boolean function (as for AND/OR gates, inversion is possible with an antiferromagnetically ordered wire with an odd number of devices). One way of transforming a majority gate into either a AND/OR or NAND/NOR gate configuration is to permanently fix one of the inputs to a logic 0 or logic 1. Thus, Boolean logic can be realized using majority voting gates by arbitrarily setting one input of a majority gate to a logic ‘0’ or ‘1’, to transform the gate to a two input AND/OR gate. However, reducing a clocked majority gate to a 2-input AND/OR gate is non-trivial. The fixed/held input must be designed such that it does not impede the switching of the compute magnet (e.g., by providing too strong of a bias). If this does happen, a stuck-at fault will ensue as the two other inputs will not be able to drive the gate to a logically correct state.
Some advantages of NML designs include high scalability with ultra-low active power and essentially zero leakage power. NML are also thought to be inherently radiation resistant. To date, known NML designs have utilized elementary symmetrical shapes, i.e., rectangular and ellipsoid devices, have been used for majority gate logic designs.
As depicted in
The invention will be better understood and aspects other than those set forth above will become apparent when consideration is given to the following detailed description thereof. Such description makes reference to the annexed drawings wherein:
i-iii is a stylistic portrayal of a magnetic state reordering along an antiferromagnetically coupled bit line;
a is an XOR logic gate configuration using majority gates;
b is an XOR logic gate configuration using non-majority logic gate device the present invention;
a is a non-majority OR gate of the present invention;
b is a truth table for the non-majority OR gate of the present invention;
c is a non-majority AND gate of the present invention;
d is a truth table for the non-majority AND gate of the present invention;
The same reference numerals refer to the same parts throughout the various figures.
Referring now to the drawings, and in particular
The clocking of the applied magnetic clock field 40 may be at any frequency. Some envisioned clocking frequencies of that the applied magnetic clock field 40 are between 1 Hz to about 1 GHz.
The strength of the applied magnetic clock field 40 is designed to be sufficiently strong to rotate magnetization moments of the SAMIs 30 and the MAMI 60 from the easy axes to the hard axes into a neutral logic state such that fringing fields from the neighbor SAMI/MAMI can set a given device into a logically correct state.
The distances between adjacent SAMIs 30 and the MAMI 60 disposed on the substrate 20 should be designed so that magnetic flux lines are sufficiently strong enough to magnetically influence each other.
Although all of the SAMIs 30 do not necessarily have to be along the plane 50 of the substrate 20, one envisioned configuration is that all of the SAMIs 30 are disposed along the plane 50 of the substrate 20.
Although all of the SAMIs 30 do not necessarily have to be disposed perpendicular or parallel to the sweeping direction of the applied magnetic clock field 40, one envisioned configuration is that all of the SAMIs 30 are disposed either substantially perpendicular or substantially in parallel relative to the sweeping direction of the applied magnetic clock field 40.
Although all of the SAMIs 30 do not necessarily have lengths longer than their respective widths, some SAMIs 30 may even have circular shapes. One envisioned configuration is that all of the SAMIs 30 have lengths longer than their respective widths. Another envisioned geometric configuration is that some of the SAMIs 30 have elongated rectangular shapes.
The MAMI 60 may be any geometrically and/or angularly misaligned magnetic island (2 or 3 dimensional) configuration in which some of 2 dimensional configurations are depicted in
One mode of the sweeping direction of the applied magnetic clock field 40 is that it is left to right with respect to the substrate 20. Another sweeping direction of the applied magnetic clock field 40 is right to left with respect to the substrate 20.
An envisioned orientation of the applied magnetic clock field 40 is that it is applied substantially parallel to the plane 50 of the substrate 20. Another envisioned orientation of the applied magnetic clock field 40 is that it is applied substantially perpendicular to the plane 50 of the substrate 20.
An envisioned distributive arrangement of the SAMIs 30 is that some of the SAMIs 30 are aligned to form antiferromagnetic coupled binary wires 130. Still another envisioned distributive arrangement of the SAMIs 30 is that some of the SAMIs 30 are aligned to form ferromagnetic coupled binary wires 140.
An envisioned arrangement of the MAMI 60 sandwiched between two SAMIs 30 is that it comprises an OR gate as shown in
A envisioned arrangement of the MAMI 60 sandwiched between two SAMIs 30 is that they are all together substantially aligned perpendicular to the sweeping direction of the applied magnetic clock field 40. Still another envisioned arrangement of the MAMI 60 sandwiched between two SAMIs 30 is that they are all together aligned substantially in parallel with respect to the sweeping direction of the applied magnetic clock field 40.
An envisioned example of the device 10 is that the MAMIs 60 are magnetically coupled and sandwiched between pairs of SAMIs 30 to form an XOR gate as shown in
The compositional makeup of the SAMIs 30 and MAMIs 60 may be made of any known material so long as they exhibit magnetic properties. For example, it is envisioned that the SAMIs 30 and the MAMI 60 can be composed of magnetic material selected from the group consisting of a rare earth metal, ferrites, hipernom, hipernik, HyMu-80, monimax, Mo-permalloy, nilomag, remalloy, sanbold, supermumetal, ultraperm, vicalloy, 78 Permalloy, permalloy, supermalloy, AlNiCo, AlSiFe (sendust), Co, CoFe, CoFeB, CoFeV (supermendur), CoFeCr (hiperco), CoPt, CoZrTa, CoFe (permendur), CuZn, FeN, FeO, FeAlN, FeTaN, NiFe (permalloy), NiFeMo supermalloy, NiFe supermalloy, NiFeCuCr (mumetal), NiFeCo, MnZn, and combinations thereof.
The non-majority magnetic logic gate device 10 may also further comprise a plurality of MAMIs 60 in which the MAMIs 60 are magnetically coupled and sandwiched between corresponding respective pairs of SAMIs 30.
The non-majority magnetic logic gate device 10 may also further comprise a plurality of MFOs 80 magnetically coupled to the MAMIs 60. It is important to note that the MFOs 80 do not necessarily have to be immediately adjacent to the MAMIs 60. That is either antiferromagnetic or ferromagnetic coupled binary wire 140s (as shown in
The non-majority magnetic logic gate device 10 may also further comprise an XOR gate which is composed of three adjacent SAMIs 30 aligned linearly together and one MAMI 60. The three linearly aligned together adjacent SAMIs 30 are magnetically coupled to each other and the one MAMI 60 is magnetically coupled to a middle one of the three adjacent SAMIs 30.
The non-majority magnetic logic gate device 10 may also further comprise an applied magnetic clock field 40 circuit 120 configured to produce and to sweep the applied magnetic clock field 40.
The non-majority magnetic logic gate device 10 may also further comprise a dielectric layer 90, a cladding layer 100, a fill layer 110, and an applied magnetic clock field 40 circuit 120. It is preferable that the dielectric layer 90 is disposed on the substrate 20 and the cladding layer 100 is on the dielectric layer 90. It is also preferable that the fill layer 110 on the cladding layer 100 and applied magnetic clock field 40 circuit 120 buried in the fill layer 110.
Another envisioned example of the present invention is that it comprises a non-majority magnetic logic gate device 10. The non-majority magnetic logic gate device 10 of this example comprises a substrate 20, a plurality of SAMIs 30, a MAMI 60, a plurality of MFIs 70 and a MFO 80. The plurality of SAMIs 30 are disposed on the substrate 20 such that most of the SAMIs 30 are disposed either substantially perpendicular or substantially in parallel relative to a sweeping direction of an applied magnetic clock field 40 so that the applied magnetic clock field 40 is applied substantially parallel or perpendicular to a plane 50 of the substrate 20. Most of the SAMIs 30 have lengths longer than widths that respectively define easy and hard magnetic axes and that most of the SAMIs 30 are electrically isolated from each other. Of those SAMIs 30 that are symmetrically aligned lengthwise side by side next to each other tend towards exhibiting antiferromagnetic coupling with each other. Of those SAMIs 30 that are symmetrically aligned widthwise side by side next to each other tend towards exhibiting ferromagnetic coupling with each other. Three adjacent SAMIs 30 aligned linearly together are magnetically coupled to each other. The MAMI 60 is also disposed on the substrate 20 in which the MAMI 60 is configured to have a length longer than a width that respectively define easy and hard magnetic axes. Accordingly, the MAMI 60 is configured to exhibit a magnetization ground state bias which is dependent upon the sweeping direction of the applied magnetic clock field 40 and that the MAMI 60 is electrically isolated from the SAMIs 30. The MAMI 60 is also disposed next to the three adjacent SAMIs 30 so that the MAMI 60 is magnetically coupled to only a middle one of the three adjacent SAMIs 30 in which the three adjacent SAMIs 30 and the MAMI 60 comprise an XOR gate. The MFIs 70 are also disposed on the substrate 20 and magnetically coupled to some of the SAMIs 30. The MFO 80 is also disposed on the substrate 20 and magnetically coupled to the MAMI 60.
Yet another envisioned example is that present invention can comprise a magnetic logic gate array 150. The magnetic logic gate array 150 comprises a substrate 20; a plurality of non-majority magnetic logic gate devices 10, MFIs 70 and MFOs 80. The non-majority magnetic logic gate devices 10 are disposed on the substrate 20 in which the devices 10 comprises SAMIs 30 and MAMIs 60. The SAMIs 30 are disposed on the substrate 20 in which most of the SAMIs 30 are disposed either substantially perpendicular or substantially in parallel relative to a sweeping direction of an applied magnetic clock field 40 such that the applied magnetic clock field 40 is applied substantially parallel or perpendicular to a plane 50 of the substrate 20. Most of the SAMIs 30 having lengths longer than widths that respectively define easy and hard magnetic axes and that most of the SAMIs 30 are electrically isolated from each other. Of those SAMIs 30 that are symmetrically aligned lengthwise side by side next to each other tend towards exhibiting antiferromagnetic coupling with each other. Of those SAMIs 30 that are symmetrically aligned widthwise side by side next to each other tend towards exhibiting ferromagnetic coupling with each other. The MAMIs 60 are also disposed on the substrate 20 in which the MAMIs 60 have lengths longer than widths that respectively define easy and hard magnetic axes and that the MAMIs 60 are electrically isolated from the SAMIs 30. Most MAMIs 60 are magnetically coupled and sandwiched in between corresponding pairs of adjacent SAMIs 30. The MAMI 60 is configured, i.e., geometrically and/or angularly misaligned, to exhibit a magnetization ground state bias which is dependent upon the sweeping direction of the applied magnetic clock field 40. The MFIs 70 are disposed on the substrate 20 and magnetically coupled to some of the SAMIs 30. The MFOs 80 are disposed on the substrate 20 and magnetically coupled to the MAMIs 60.
The following simulated examples were generated using the Object Oriented Micro-Magnetic Framework (OOMMF) developed by the National Institute of Standards and Technology (NIST). The OOMMF uses a Landau-Lifshitz ODE solver to relax 3D spins on a 2D mesh of square cells. Unless otherwise note, all of the following simulations assume magnets made from supermalloy (79% Ni, 15% Fe, and 5% Mo) which is a soft magnetic material with a uniaxial anisotropy constant of essentially zero. Thus there is no easy/hard axis associated with the magnetic material itself and any easy/hard axis is only defined by the magnet shape. Unless otherwise noted, a saturation magnetization of 8.0×105 A/m and an exchange stiffness constant of 1.05×10−11 J/m are used to model supermalloy. It is also assumed that the damping coefficient is 0.1, instead of 0.5, which corresponds more to experimental results. A stopping criteria, i.e., dm/dt, was chosen instead of a time cutoff. Each OOMMF simulation time step step was only considered to be complete when the maximum change in magnetization per unit time (across all spins associated with a given circuit element) fell below 1 degree/ns. A stopping criteria, i.e., dm/dt, was chosen instead of a time cutoff. Finally, unless otherwise noted, all simulated magnets were set to have a footprint of 50×75×25 nm3.
Simulations of magnetic properties of magnets having “slanted” or “cut” edges as illustrated in the inserts in
However, as magnetic moments tend to align along a magnet's edge, a slanted edge can give a device a envisioned y-component of magnetization. Both the position of the slant and the initial x-component (direction) of magnetization both dictate what state a device will ultimately relax to. This effect is captured quantitatively in
If a magnet with a slanted edge on its upper left initially has a strong positive y-component of magnetization and an external field is applied from left-to-right along its hard axis and then removed, there is no My state change. If the initial y-component of magnetization is negative and the same field is applied even with no Hy bias, there is an My state change. In
The My state transition can be explained by plotting a device's demagnetizing energy, i.e., the internal energy that opposes the direction of magnetization, as a function of angle of magnetization
In our second set of simulations, we again considered a magnet in isolation with a slanted edge in isolation (specifically slant edge magnet v1 of
Magnetic state changes (e.g., from ↑ or ↓) can also be facilitated with combinations of hard axis and fringing fields as well. The clocking fields (Hx) place each magnet in an ensemble into a state such that it can be switched into a new, logically correct state by its neighbor's fringing fields (i.e., Hy).
This effect is depicted quantitatively in
a depicts a 3 magnet ensemble which implements a logic OR function. If i1 and i2 have the same My state, output magnet ‘o’ will see a net Hy bias that induces ferromagnetic ordering in i1, o, and i2. If the magnet is sufficiently nulled, fringing fields from the two inputs will also influence the output magnet's My state. The bias needed to facilitate a state transition for ferromagnetic ordering (in the presence of a given Hx field) can be determined via an M-H curve generated via OOMMF simulation (See
In an actual circuit, the Hy biases will not be externally applied but instead will come from neighboring devices. For example, referring back to
The average Hy bias produced by a 50×75×25 nm3 supermalloy magnet even 15 nm away from a potential target is ˜25,000 μm. Thus, even if both input magnets in
We consider a circuit structure like that illustrated in
This can be explained quantitatively by considering the structure illustrated in
As magnetic field strength is a function of distance, if allowable by a fabrication process, one way to ensure that both inputs have equal control over a slanted target is to change the distance between i1 and o as depicted in
Finally, it is noted that realistically, an external field will not simply be applied to just a slanted target but rather the external field will be applied to all magnets in the ensemble. As such i1 and i2 will become weaker drivers as the clocking field will increase each magnet's x-component of magnetization. As also seen in
One important design parameter is magnet “drive strength”, e.g., how much of a bias will it produce on the neighboring device that it is supposed to drive. To determine which shape configuration produces a stronger Hy bias, we consider each configuration in both states via simulation and measure the field produced on an equivalently sized footprint 15 nm away (assuming a magnet will drive a neighbor to its right). As seen in Table II the “slant on the left” configuration is an approximately 18% stronger driver.
Another important design parameter is the magnitude of the external field required to facilitate a state transition. As such, we also studied which slant placement makes it easier to put a device into a metastable state as suggested by the input combinations that require state transitions. Again, four different configurations are considered: (i) a target that is initially in a state dictated by the slant and the direction of the applied switching field and where the inputs would suggest a state transition against the envisioned direction of the slant, and (ii-iv) a target that is initially in a state against that dictated by the slant and the direction of the applied switching field and where we cycle through all input combinations to put it into a correct state. (Here, the “hard cases” occur when the fringing fields from each input cancel and the slant determines the state transition.)
For each of these configurations we considered a 3 magnet line terminated by the block. The first magnet in the line was slanted. Local fields were applied over the target/slanted magnet to mimic new input drivers and the external field applied to this system was increased from 0 until all of the magnets in the line switched into the logically correct state suggested by the applied local fields. We studied the state of the last magnet in the line as a function of the applied clock—as this captures proper switching behavior of the line. Again, we found that the “slant left” placement allows for each simulation to transition into a logically correct state with the lowest overall external field. (With the “slant right” configuration, there is less coupling between the input magnet (a MAMI) and its right neighbor (a SAMI) which makes it more difficult for the other magnets in the line to transition through a metastable state. It is worth noting that if inputs are asymmetric, larger external fields are required. This maximum external field would then become a system design parameter as it would ensure that all the lines will transition correctly for all input combinations. Given these results, a gate with a slant on the left should require lower fields to transition to a neutral state, and can be a stronger driver.
A two input XOR gate is used as a vehicle to discuss how shape-based logic can impact system level performance. The implicit majority voting function associated with magnetic logic will not enable a more efficient two input XOR gate. Majority gates must be reduced to AND/OR gates to implement the Boolean function A′B+B′A. A schematic of what a gate might look like if it were to be constructed with nanomagnets appears in
As to the manner of usage and operation of the present invention, the same should be apparent from the above description. Accordingly, no further discussion relating to the manner of usage and operation will be provided.
While an envisioned example of the non-majority magnetic logic gate device has been described in detail, it should be apparent that modifications and variations thereto are possible, all of which fall within the true spirit and scope of the invention. With respect to the above description then, it is to be realized that the optimum dimensional relationships for the parts of the invention, to include variations in size, materials, shape, form, function and manner of operation, assembly and use, are deemed readily apparent and obvious to one skilled in the art, and all equivalent relationships to those illustrated in the drawings and described in the specification are intended to be encompassed by the present disclosure.
Those of ordinary skill in the art will appreciate that the apparatus and methods described herein are susceptible to variations and modifications other than those specifically described. It is to be understood that the invention includes all such variations and modification which fall within its spirit and scope.
Therefore, the foregoing is considered as illustrative only of the principles of the invention. Further, since numerous modifications and changes will readily occur to those of ordinary skill in the art, it is not desired to limit the invention to the exact construction and operation shown and described, and accordingly, all suitable modifications and equivalents may be resorted to, falling within the scope of the invention.
This application claims the benefit of U.S. Provisional Applications 61/268,803 and 61/243,246, which were respectively filed on Jun. 16, 2009, and on Sep. 17, 2009, and which are incorporated herein in their entirety by reference.
This invention was funded, at least in part, with a government grant from the National Institute of Standards and Technology (NIST) pursuant to contract number 70NANB7H6168. This invention was also funded, at least in part, with a government support under Grant No. CCF-0621990 entitled “Nano: Applications, Architectures, and Circuit Design for Nano-scale Magnetic Logic Devices” awarded by the National Science Foundation (NSF). Accordingly, the United States government may therefore have certain rights in this invention.
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