This invention relates to a quantum dot memory.
Resonant tunneling diodes (RTDs) are used as memory devices due to the bistable behavior that results from a hysteresis intrinsic to the DC current-voltage characteristics of the RTDs. This bistability is predicted to exist in nanoscale devices such as single electron transistors and single molecule transistors. Tunneling current through degenerate states of a single quantum dot or molecule leads to a switching effect only in the case of an attractive electron-electron interaction which is mediated by the electron-phonon interaction. It has been proposed, considering only a single energy level, that the hysteresis of I-V characteristics can be observed in a single molecule junction with an effective attractive Coulomb interaction on the basis of the Hartree approximation and the polaron effect. Hysteretic tunneling current in a polaron model has also been observed beyond the Hartree approximation.
Theoretical studies have predicted the existence of hysteresis in a quantum dot or molecular junction, although conclusive experimental support for the predictions has not been achieved. The tunneling current through a carbon nanotube quantum dot exhibits a periodic oscillatory behavior with respect to an applied gate voltage, which arises from an eightfold degenerate state. A periodic oscillatory differential conductance also arises as a result of a tunneling current through a single spherical PbSe quantum dot having a sixfold degenerate state. However, neither of these situations exhibits a bistable tunneling current, indicating that electron-phonon interactions in nanotube quantum dots and PbS quantum dots are not sufficient to yield the strong effective electron-electron interactions necessary for the existence of a bistability. In general, bistable current in existing memory systems arises from a phase transition of a bulk material, which phase transition vanishes on the nanoscale.
Semiconductor quantum dot arrays can be chemically fabricated to form a superlattice. The size of the quantum dots and the lattice constant of the superlattice are controllable via nanoscale manipulation, enabling charges in the quantum dot array to be tuned in either the Coulomb blockade regime or the semiconducting regime. Consequently, quantum dot arrays are promising candidates for the investigation of strongly correlated systems as well as for use as integrated electronic devices.
In a general aspect, a method of making a quantum dot memory cell, the quantum dot memory cell including an array of quantum dots disposed between a first electrode and a second electrode, includes obtaining values for a tunneling current through the quantum dot memory cell as a function of a voltage applied to the quantum dot memory cell and selecting parameters of the quantum dot memory cell such that the tunneling current through the quantum dot memory cell exhibits a bistable current for at least some values of the voltage applied to the quantum dot memory cell. The values for the tunneling current are determined on the basis of a density of states of the array of quantum dots.
Embodiments may include one or more of the following. The quantum dot memory cell includes a quantum well positioned between the array of quantum dots and the first electrode. The values for the tunneling current are obtained on the basis of an occupation number of the quantum well, the occupation number of the quantum well representing a number of electrons in a subband of the quantum well.
The values for the tunneling current are obtained on the basis of a first tunneling rate between the array of quantum dots and the first electrode and a second tunneling rate between the array of quantum dots and the second electrode. The values for the tunneling current are obtained on the basis of a first Fermi distribution function of the first electrode and a second Fermi distribution function of the second electrode. The values for the tunneling current are obtained on the basis of a first occupation number of the array of quantum dots, the first occupation number representing a number of electrons in orbitals coupling the quantum dots to the first electrode and the second electrode. The orbitals coupling the quantum dots to the first electrode and the second electrode are localized around each quantum dot. The values for the tunneling current are obtained on the basis of a second occupation number of the array of quantum dots, the second occupation number representing a number of electrons in one of a plurality of energy levels in extended states of the array of quantum dots.
The parameters include one or more of the following: a composition of the quantum dots, a separation between adjacent quantum dots in the array of quantum dots, a size of the quantum dots, a number of quantum dots in the array of quantum dots, a composition of a material in which the array of quantum dots is embedded, a composition of the first electrode and a composition of the second electrode, a composition of the quantum well.
The tunneling current arises at least in part due to charge swapping between localized states in the array of quantum dots and extended states in at least one of the first electrode and the second electrode. The quantum dot memory cell exhibits bistable current when the voltage applied to the quantum dot memory cell is less than about 100 mV. The quantum dot memory cell is capable of operating with a switching speed of about 1 Terahertz.
In another aspect, a quantum dot memory cell includes a first electrode, a second electrode, and an array of quantum dots disposed between the first electrode and the second electrode. Parameters of the quantum dot memory cell are selected such that a tunneling current through the quantum dot memory cell exhibits a bistable current for at least some values of a voltage applied across the quantum dot memory cell, the tunneling current determined on the basis of a density of states of the array of quantum dots.
Embodiments may include one or more of the following. The quantum dot memory cell includes a quantum well positioned between the array of quantum dots and the first electrode. The array of quantum dots includes at least 50 quantum dots. The array of quantum dots includes a single layer of quantum dots in substantially all regions of the array of quantum dots. The array of quantum dots is substantially two-dimensional. The array of quantum dots is substantially one-dimensional.
The tunneling current arises at least in part due to charge swapping between localized states in the array of quantum dots and extended states in at least one of the first electrode and the second electrode. The quantum dot memory cell exhibits bistable current when the voltage applied to the quantum dot memory cell is less than about 100 mV. The quantum dot memory cell is capable of operating with a switching speed of about 1 Terahertz. The quantum dots include a semiconductor. The quantum well includes a semiconductor.
A quantum dot memory cell as described herein has a number of advantages, including the following. Bistable states of such a quantum dot memory cell are used as a nanoscale memory operable at room temperature; a bistable current response of the memory cell is used to read out information stored in the nanoscale memory. For instance, such a quantum dot memory cell has low power consumption and is capable of operating with an applied bias of less than 100 mV. Due to the quantum nature of the memory cell, the switching time is comparable to the tunneling rate through the quantum dots in the memory cell, which is on the order of a picosecond. Thus, a memory clock rate on the order of 1 THz is attainable. Additionally, a quantum dot memory cell as described herein has a storage density as high as about 1 TB/in2, which is significantly higher than the storage density of existing nonvolatile memory devices. Furthermore, a nanoscale memory composed of multiple quantum dots does not encounter problems related to background charge, which problem significantly limits the applications of single electron transistors and molecular transistors.
Referring to
In some embodiments, the material of insulator matrix layer 106 embeds quantum dots 104 but is not capable of forming a good quality connection with bottom electrode 108 and top electrode 110. In this situation, a first insulating spacer layer 114 is positioned between insulator matrix layer 106 and bottom electrode 108 and a second insulating spacer layer 114 is positioned between insulator matrix layer 106 and top electrode 110. The material of first and second insulating spacer layers 114 and 116 is chosen to form a smooth connection with bottom and top electrodes 108, 110.
Quantum dots 104 may be composed of any semiconductor material, including but not limited to GaAs, InAs, and CdSe. In some examples, quantum dots 104 have a radius of around 2-3 nm such that only one localized electronic state exists in each quantum dot. In other examples, quantum dots 104 are large enough to each support multiple localized electronic states. The quantum dots preferably have a shape that is approximately spherical. Quantum dots 104 in array 102 are separated from each other by a distance that is sufficiently short so as to allow electronic states of adjacent dots to electronically couple. For instance, in some embodiments quantum dots 104 are separated by about 1-2 nm, or by less than about 3 nm. The degree of coupling between quantum dots 104 is also affected by the size and composition of quantum dots 104 and the dielectric constant of insulator matrix layer 106, among other parameters.
Referring to
Array 102 of quantum dots 104 is formed by any standard method of quantum dot assembly. In some embodiments, array 102 is generated by self-assembly of previously synthesized quantum dots. For instance, array 102 is formed via a directed self-assembly process in which a grid is defined on bottom electrode 108 and quantum dots 104 are guided to self-assemble in the grid into array 102. In other embodiments, array 102 of quantum dots is formed directly on bottom electrode 108 by an epitaxy process (e.g., molecular beam epitaxy) or a chemical vapor deposition process. Referring to
Referring to
px and py orbitals 204, 206 (also called pxy orbitals) of adjacent quantum dots 104 overlap (i.e., hybridize) in the x-y plane, forming two-dimensional (2-D) conduction bands in array 102 of quantum dots 104. Array 102 includes a sufficient number of quantum dots 104 to form a band; in general, array 102 contains at least about 50-100 quantum dots. The separation between adjacent quantum dots 104 is small enough to allow coupling between px and py orbitals 204, 206. The height of a potential barrier between adjacent quantum dots also affects the degree of coupling between px and py orbitals 204, 206. For instance, for a potential barrier of 0.5 eV, coupling occurs between px and py orbitals of adjacent quantum dots having an interdot hopping energy of 20 meV when the quantum dots are separated by less than about 3 nm. In other instances, depending on factors such as the composition of quantum dots 104 and insulating matrix layer 106 and the temperature, coupling occurs between px and py orbitals of adjacent quantum dots separated by a distance of less than about 2 nm.
In the embodiment shown in
pz orbitals 208 remain localized in the x-y plane at each quantum dot 104; that is, coupling between pz orbitals of neighboring quantum dots is negligible. If quantum dots 104 are positioned too close together, pz orbitals 208 of adjacent quantum dots may couple, destroying the localization of the pz orbitals. During operation of the quantum dot memory cell, pz orbitals 208 of quantum dots 104 couple electronically with the extended electronic states of bottom electrode 108 and top electrode 110 and with the 2-D conduction bands in array 102 via an on-site Coulomb interaction. In the example shown in
An expression for the extended Anderson Hamiltonian, H=H0+HT+Hd, derived from a combination of the Falicov-Kimball model and the Anderson model, is used to mathematically describe quantum dot memory cell 100.
The first term of the extended Anderson Hamiltonian, H0, describes electronic states in bottom electrode 108 and top electrode 110. H0 is written as
where αk,σ,β‡(αk,σ,β) creates (destroys) an electron of wave vector k and spin σ having an energy ∈k in the β electrode (i.e., in bottom electrode 108 or top electrode 110).
Referring to
where dl,σ‡ (dl,σ) creates (destroys) an electron with spin σ in the pz orbital 208 of a particular quantum dot 104 located at a site l in array 102 and Vk,β,l describes the coupling between continuous electronic states in bottom and top electrodes 108, 110 and pz orbitals 208 of quantum dots 104. In the expression for HT, it is assumed that the coupling between the bottom and top electrodes 108, 110 and the px,y orbitals 204, 206 of array 102 of quantum dots 104 is negligible because px,y orbitals 204, 206 are localized along the z axis.
The third term of the extended Anderson Hamiltonian, Hd, describes interactions among electronic states of quantum dots 104 in array 102:
where dl,σ‡ (dl,σ) creates (destroys) an electron in pz orbital 208 (having an energy Epz=EP) of a particular quantum dot 104 located at a site l in array 102 and cp,λ and cp,λ‡ represent creation and annihilation operators, respectively, of an electron having a wave vector p in a band λ of the 2-D conduction band of array 102. The second term of Eq. (2) describes 2-D conduction bands of array 102 arising from the coupling of px,y orbitals 204, 206 in array 102, where ρ labels 2-D wave vectors of array 102, Rl denotes the position of a particular quantum dot 104 located at a site l in array 102, λ labels the conduction bands (including spin), and U denotes an on-site Coulomb interaction between two electrons in px,y orbitals 204, 206 of a quantum dot 104. Ignoring quadrupole and higher order terms in the expansion of 1/r12, the Coulomb repulsion integrals between two electrons in any of the three degenerate p-like orbitals 204, 206, 208 are the same. Nλ is the occupation number per unit cell 202 for the λ-th conduction band of array 102, and
is the total occupation number per unit cell 202 in px,y orbitals 204, 206 forming the conduction bands of array 102. The second term of Eq. (2) is obtained using a mean-field theory (which is justified for extended states) applied to the 2-D conduction bands of array 102. The last two terms of Eq. (2)
involve Ul=U and Udc, which denote, respectively, an on-site repulsive Coulomb energy in the pz orbital 208 of a particular quantum dot 104 located at a site l in array 102 and a Coulomb interaction energy between px,y orbitals 204, 206 and pz orbitals 208 of a quantum dot 104 in array 102. NQD denotes the number of quantum dots 104 in array 102. In Eq. (2), the focus is on the pz orbitals 208 of quantum dots 104 rather than the ground state orbitals because, in the range of applied bias considered, the ground state energy level of a quantum dot 104 is deeply below the Fermi levels of both bottom electrode 108 and top electrode 110 and electron tunneling from bottom electrode 108 to top electrode 110 (or vice versa) through the ground state of quantum dots 104 is therefore blocked. Carriers in the ground state of a quantum dot 104 merely cause a constant shift to all the p orbitals 204, 206, 208 of the quantum dot 104.
Eq. (2) is the same as the Falicov-Kimball (FK) model if the self energy term, U(Nc−Nλ), is neglected. The FK model has been used extensively to study the semiconductor-metal transition in transition metals and to study rare-earth oxides containing both localized and delocalized orbitals. The total number of carriers in localized orbitals and delocalized orbitals is conserved in the FK model. However, in the case of quantum dot memory cell 100, the total number of carriers (i.e., electrons) is not conserved, as carriers can be injected from and allowed to tunnel out of quantum dots 104 through bottom electrode 108 and top electrode 110.
Using Keldysh's Green's function technique, a tunneling current Jl,σ through a quantum dot 104 at site l in array 102 is expressed as
where fL=f(∈−μL) and fR=f(∈−μR) are Fermi distribution functions for bottom electrode 108 and top electrode 110, respectively, and μL and μR represent a chemical potential of bottom electrode 108 and top electrode 110, parameters which are determined by the composition of the electrodes. The chemical potential difference between bottom electrode 108 and top electrode 110 is related to applied bias Va by μL−μR=eVa. The electron charge is represented by e and Planck's constant is represented by h. Γl,L(∈) and ∈l,R(∈) denote tunneling rates from pz orbitals 208 of quantum dots 104 to bottom electrode 108 and top electrode 110, respectively, where
In the wide-band limit, tunneling rates ∈l,L(∈) and ∈l,R(∈) are approximately energy-independent. Therefore, the calculation of the tunneling current Jl,σ is entirely determined by the spectral function A=lmGl,lr(∈), which is the imaginary part of the retarded Green's function Gl,lr(∈).
Using the equation of motion for Gl,lr(∈), the following expressions are obtained:
Here,
In Eqs. (4)-(7), four one-particle Green's functions have been introduced: Gi,jr(∈)=di,σdj,σ‡, Gi,pr(∈)=di,σcp,σ‡, Gp′,pr(∈)=cp′,σcp,σ‡ and Gp′,jr(∈)=cp′,σdj,σ‡. These four one-particle Green's functions are coupled with two-particle Green's functions via U and Udc. The equation of motion for the two-particle Green's function (defined as ni,−σdi,σdj,σ‡, ni,−σdi,σcp,σ‡cp″,σ′cp′,σ′di,σdj,σ‡cp″,σ′‡cp′,σ′di,σcp,σ‡(ni,↑+ni,↓)dp″,σcp,σ‡, and (ni,↑+ni,↓)dp″,σdj,σ‡ are coupled to three-particle Green's functions. In order to terminate this hierarchy of equations of motion, the Hartree-Fock approximation method is used to decouple terms involving Udc. Meanwhile, in the calculations for ni,−σdi,σdj,σ‡ and ni,−σdi,σcp,σ‡, the coupling terms between localized states and the bottom and top electrodes 108 and 110 are determined following a scheme described in “Tunneling Current Spectroscopy of a Nanostructure Junction Involving Multiple Energy Levels,” published in Physical Review Letters, vol. 99, article 086803; and “Theory of charge transport in a quantum dot tunnel junction with multiple energy levels,” published in Physical Review B, vol. 77, article 245412, both of which are incorporated herein by reference, which scheme is valid for a regime in which Coulomb blockade occurs.
Solving Eqs. (4)-(7), the following is obtained:
where Δc=UdcNc denotes the self energy of a quantum dot 104 due to the Coulomb interaction of the local orbital of the quantum dot with the band and where Nd is the occupation number of pz orbitals 208 in each unit cell 202 in array 102.
To reveal the tunneling current behavior across quantum dot memory cell 100, the occupation numbers Nd,σ and Nc are solved self-consistently by the following equations:
where Gpλ,pλr(∈)=1/(∈−∈p,λ−U(Nc−Nλ)−Udc(Nd,↑+Nd,←)+i(ΓL,c+ΓR,c)/2). As mentioned above, the coupling between the bottom and top electrodes 108 and 110 and the px,y orbitals 208 of array 102 of quantum dots 104 is negligible (i.e., Γc=(ΓL,c+ΓR,c)/2), where ΓL,c(ΓR,c) denotes the tunneling between the bottom (top) electrode 108 (110) and the px,y orbitals, is small). Therefore, the imaginary part of Eq. (8) can be written as ImGpλ,pλr(∈)≈πδ(∈−∈p,λ−U(Nc−Nλ)−Udc(Nd,↑+Nd,↓)).
The range of applied bias used for the operation of quantum dot memory cell 100 is not sufficient to overcome the charging energy of U+Δc. Thus, the second term in Eq. (9) is ignored, giving Gl,lr(∈)=(1−Nd,−σ)/(∈−Ep−Δc+iΓ). The occupation numbers at zero temperature are then calculated by
in which the αeVa, term arises from the applied bias across quantum dot memory cell 100, where α is a dimensionless scaling factor determined by the environment of quantum dot memory cell 100, and
where
denotes the density of states (DOS) per unit cell 202 of the λth conduction band. These equations are solved given the following features of quantum dot memory cell 100: (1) The energy level of pz orbital 208 is always above the Fermi energy EF of top electrode 110 (in the range of bias considered). Thus, the electron injection from right electrode 110 can be ignored in Eqs. (12) and (14). (2) The Hamiltonian is spin independent, such that the occupation numbers for spin-up and spin-down states are equivalent in Eqs. (11), (13), and (14). That is, Nd,↑=Nd,↓.
In the simple case of a square lattice in which Nx=Ny, the DOS is approximated by a square pulse function
Dx(∈)=Dy(∈)=1/W for Eb∈<Eb+W, (15)
where Eb denotes the bottom of the conduction band of array 102 and W is the bandwidth of the conduction band. Such an approximation allows Eq. (11) to have a simple analytic solution of the form
Nλ=g−cNd, (16)
with g=[EF+(1−α)eVa−Eb]/(γW+3U) and c=2Udc/(γW+3U), where γ=(ΓL,c+ΓR,c)/ΓL,c. Substituting this expression into Eq. (13) gives rise to a simple transcendental equation which can be solved numerically. The resulting equation generates a maximum of three roots, of which only two are stable.
For a more realistic DOS derived using a 2-D tight-binding model, the coupled transcendental equations given in Eqs. (13) and (14) are solved numerically. The tight-binding model assumes that px,y orbitals 204, 206 are arranged on a rectangular lattice having lattice constants a and b. With this model, the band structure for the px band of array 102 is given by
Ex(k)=Ep−2υ1 cos(kxa)−2υt cos(kyb), (17)
where υi denotes the (ppσ) interaction within the band and υt denotes the (ppπ) interaction within the band. For the py band, the band structure is given by
Ey(k)=Ep−2υl′ cos(kyb)−2υt′ cos(kxa). (18)
The DOS per unit cell 202 for the px band, for υl>υt, is given by
where {tilde over (∈)}=∈−Ep+2υl+2υt and
In general, a bistable tunneling current across quantum dot memory cell 100 is due to charge swapping between a layer with extended states (i.e., bottom electrode 108 or top electrode 110) and a layer having localized states (i.e., array 102 of quantum dots 104). The interplay of on-site Coulomb interactions between pz orbitals and the delocalized nature of conduction band states derived from the hybridization of px,y orbitals gives rise to bistability. The model presented herein is valid in a regime defined by 4W>U.
As an example of the application of the approach described above, the coupled nonlinear equations given in Eqs. (13) and (14) are solved numerically using the following parameters: Ude=U=50 meV, ΓL=1 meV (ΓL,c=ΓL/10), and ΓR=1 meV (ΓR,c=ΓL/10). In general, the following parameters are used throughout the calculations presented herein: T=0K, υt′=5 meV, υl=20 meV, α=0.5, and EF+V0=Ep, where V0 is a reference bias for Va. The calculations and method presented herein are not bound to these parameters and apply to any quantum dot memory cell described by the equations presented above. The tight-binding parameters used in solving the above equations are assumed to scale according to 1/R2, where R is the separation between two quantum dots 104 in array 102. Thus, υl′=υl(a/b)2 and υt=υt′(a/b)2. When a=b, the square lattice case is obtained.
Referring to
and f2, which are the left-hand side and the right-hand side, respectively, of Eq. (13), are plotted versus Nd, the occupation number of pz orbitals of quantum dots 104, for various values of the applied bias Va. The results obtained using a constant DOS and a realistic DOS (i.e., using a tight-binding model) are shown in
The intersection of f1 and f2 in
Referring to
Once the occupation numbers are solved, the tunneling current is obtained by the relation
which is valid at zero temperature and when the carrier injection from top electrode 110 can be ignored. Consequently, the curve for Nd versus applied bias shown in
As the applied bias is turned on or off, the quantum dot memory cell selects the high conductivity state (larger Nd) or the low conductivity state (smaller Nd). Referring to
The critical level of Coulomb interaction needed to maintain a bistable current across the quantum dot memory cell depends on physical parameters of the quantum dot memory cell. These physical parameters include, for instance, tunneling rates between array 102 of quantum dots 104 and electrodes 108 and 110, temperature, bandwidth of the two-dimensional conduction band of array 102 of quantum dots, and charging energy of quantum dots 104. Although the calculations presented herein were performed at a temperature of 0 K, the bistable behavior of quantum dot memory cell 100 is maintained at higher temperatures, e.g., at room temperature, provided a charging energy of quantum dots 104 is sufficiently large (i.e., quantum dots 104 are sufficiently small) so as to overcome the thermal energy. The bistable current through the quantum dot memory cell does not exhibit negative differential conductivity, in contrast to bistable current through quantum well systems, which typically display negative differential conductivity.
Referring to
where λp and W0 are an electron-phonon interaction strength and a phonon frequency, respectively. When the intralevel Coulomb interaction is contained within a single quantum dot (or, similarly, within a single molecule), the attractive potential giving rise to the bistable behavior is written as
Due to the large repulsive Coulomb interaction U, a net attractive electron-electron interaction mediated by phonons is difficult to achieve, which difficulty may explain why a bistable tunneling current through a single quantum dot junction has not yet been observed.
Referring to
For a one-dimensional quantum dot memory cell, taking a=3 nm and b=9 nm (i.e., b/a=3) and considering 50 quantum dots 104 in order to establish a band-like behavior, the density of the quantum dot memory device is around 1/1350 nm2≈0.5 TB/in2, which is significantly higher than the density of existing nonvolatile memory devices. A 1-D quantum dot memory cell is useful for specialized applications, such as an aligned memory. A 2-D memory is more generally applicable, however. For instance, a 2-D quantum dot memory with cells arranged in a checkerboard-like pattern is useful for dynamic random access memory (DRAM) applications. If 50 quantum dots were arranged in a close-packed 2-D array (i.e., b/a=1), the band-like behavior for the px,y states of the array would remain, thus increasing the memory density of the quantum dot memory cell by a factor greater than two.
Referring to
It is to be understood that the foregoing description is intended to illustrate and not to limit the scope of the invention, which is defined by the scope of the appended claims. Other embodiments are within the scope of the following claims.
Number | Name | Date | Kind |
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5923046 | Tezuka et al. | Jul 1999 | A |
20090184346 | Jain | Jul 2009 | A1 |
Number | Date | Country | |
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20100308303 A1 | Dec 2010 | US |