Parkinson's disease (PD) is mainly characterized by changes of firing and pathological oscillations in the basal ganglia (BG). In order to better understand the therapeutic effect of noninvasive magnetic stimulation, which has been used in the treatment of PD, we employ the Izhikevich neuron model as the basic node to study the electrical activity and the controllability of magnetic stimulation in a cortico-basal ganglia-thalamus (CBGT) network. Results show that the firing properties of the physiological and pathological state can be reproduced. Additionally, the electrical activity of pyramidal neurons and strong synapse connection in the hyperdirect pathway cause abnormal β-band oscillations and excessive synchrony in the subthalamic nucleus (STN). Furthermore, the pathological firing properties of STN can be efficiently suppressed by external magnetic stimulation. The statistical results give the fitted boundary curves between controllable and uncontrollable regions. This work helps to understand the dynamic response of abnormal oscillation in the PD-related nucleus and provides insights into the mechanisms behind the therapeutic effect of magnetic stimulation.
Citation: Zilu Cao, Lin Du, Honghui Zhang, Lianghui Qu, Luyao Yan, Zichen Deng. Firing activities and magnetic stimulation effects in a Cortico-basal ganglia-thalamus neural network[J]. Electronic Research Archive, 2022, 30(6): 2054-2074. doi: 10.3934/era.2022104
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Parkinson's disease (PD) is mainly characterized by changes of firing and pathological oscillations in the basal ganglia (BG). In order to better understand the therapeutic effect of noninvasive magnetic stimulation, which has been used in the treatment of PD, we employ the Izhikevich neuron model as the basic node to study the electrical activity and the controllability of magnetic stimulation in a cortico-basal ganglia-thalamus (CBGT) network. Results show that the firing properties of the physiological and pathological state can be reproduced. Additionally, the electrical activity of pyramidal neurons and strong synapse connection in the hyperdirect pathway cause abnormal β-band oscillations and excessive synchrony in the subthalamic nucleus (STN). Furthermore, the pathological firing properties of STN can be efficiently suppressed by external magnetic stimulation. The statistical results give the fitted boundary curves between controllable and uncontrollable regions. This work helps to understand the dynamic response of abnormal oscillation in the PD-related nucleus and provides insights into the mechanisms behind the therapeutic effect of magnetic stimulation.
The Cauchy integral representations play an important role in the function theory of one or several complex variables, among which the Cauchy integral formula and the Cauchy-Pompeiu formula [1] are the two most important categories. The classical Cauchy-Pompeiu formulas [2] in C are:
w(z)=12πi∫∂Gw(ζ)dζζ−z−1π∫Gwˉζ(ζ)dξdηζ−z,z∈G, | (1.1) |
w(z)=−12πi∫∂Gw(ζ)dˉζ¯ζ−z−1π∫Gwζ(ζ)dξdη¯ζ−z,z∈G, | (1.2) |
where G is a bounded smooth domain in the complex plane and w∈C1(G;C)⋂C(¯G;C).
Obviously, the classical Cauchy-Pompeiu formulas are closely related to complex partial differential operators. Thus, lots of boundary value problems related to complex partial differential equations were solved with the help of the Cauchy integral formula and the Cauchy-Pompeiu formula in the complex plane C, see [3,4,5,6]. By iterating the Cauchy-Pompeiu formula for one variable, the solutions to second order systems in polydomains composed by the Laplace and the Bitsadze operators were obtained [7]. The Riemann-Hilbert problems for generalized analytic vectors and complex elliptic partial differential equations of higher order were investigated in C [8]. By constructing a weighted Cauchy-type kernel, the Cauchy-Pompeiu integral representation in the constant weights case and orthogonal case were obtained [9]. The classical Cauchy-Pompeiu formula was generalized to different cases for different kinds of functions in C [7], among which a high order case is:
w(z)=m−1∑μ=012πi∫∂G1μ!(¯z−ζ)μζ−z∂μˉζw(ζ)dζ−1π∫G1(m−1)!(¯z−ζ)m−1ζ−z∂mˉζw(ζ)dξdη, | (1.3) |
where w∈Cm(G;C)⋂Cm−1(¯G;C) and 1≤m, see [10]. The first item in the right hand of (1.3) is the Cauchy integral expression for m-holomorphic functions on D, and the second item in (1.3) is a singular integral operator. Let
T0,mf(z)=−1π∫D1(m−1)!(¯z−ζ)m−1ζ−zf(ζ)dξdη, | (1.4) |
where m≥1, f∈C(∂G) with G being a bounded domain in the complex plane, then
∂mT0,mf(z)∂ˉzm=f(z), |
see [11]. Therefore, the solution to ∂mˉzw(z)=f(z) can be expressed as (1.3), and T0,mf(z) provides a particular solution to ∂mˉzw(z)=f(z). Thus it can be seen that, the Cauchy-Pompeiu formulas provide the integral representations of solutions to some partial differential equations.
The generalizations of the classical Cauchy-Pompeiu formula have contributed to the flourishing development of boundary value problems in C. Many types of boundary value problems for analytic functions or polyanalytic functions have emerged in C. Among them, Riemann boundary value problems and Dirichlet problems are the two major categories. By using the Cauchy-Pompeiu formula and its generalizations, the solvable conditions were found, and the integral expressions of the solutions to some problems were obtained. Some were discussed on different ranges of the unit disk, such as a generalized Cauchy-Riemann equation with super-singular points on a half-plane [12], the variable exponent Riemann boundary value problem for Liapunov open curves [13], Schwarz boundary value problems for polyanalytic equation in a sector ring [14], and so on [15,16,17]. Some were investigated for different equations, such as bi-harmonic equations with a p-Laplacian [18] and so on [12,19,20], which are different from the partial differential equations in [7].
As we all know, analytic functions are defined by a pair of Cauchy-Riemann equations. Bi-analytic functions [21] arise from the generalized system of Cauchy-Riemann equations
{∂u∂x−∂v∂y=θ,∂u∂y+∂v∂x=ω,(k+1)∂θ∂x+∂ω∂y=0,(k+1)∂θ∂y−∂ω∂x=0, |
where k∈R,k≠−1, ϕ(z)=(k+1)θ−iω is called the associated function of f(z)=u+iv. A special case of bi-analytic functions is
∂ˉzf(z)=λ−14λϕ(z)+λ+14λ¯ϕ(z),∂ˉzϕ(z)=0. |
Bi-analytic functions are generalizations of analytic functions. They are important to studying elasticity problems and, therefore, have attracted the attention of many scholars. Begehr and Kumar [22] successfully obtained the solution to the Schwarz and Neumann boundary value problems for bi-polyanalytic functions. Lin and Xu [23] investigated the Riemann problem for (λ,k) bi-analytic functions. There are many other excellent conclusions as well [24,25].
So far, there have been few results for boundary value problems of bi-analytic functions with Riemann-Hilbert boundary conditions. Stimulated by this, we investigate this type of problems for bi-polyanalytic functions [26]
∂ˉzf(z)=λ−14λϕ(z)+λ+14λ¯ϕ(z),∂nˉzϕ(z)=0(n≥1), |
where λ∈R∖{−1,0,1}, which are the extensions of bi-analytic functions.
To solve the boundary value problems for bi-polyanalytic functions, in this paper, we first discuss a Riemann-Hilbert problem related to complex partial differential operators of higher order on the unit disk, and then we investigate the boundary value problems for bi-polyanalytic functions with the Dirichlet and Riemann-Hilbert boundary conditions, the half-Neumann boundary conditions and the mixed boundary conditions. Applying this method, we can also discuss other related systems of complex partial differential equations of higher order for bi-polyanalytic functions.
Let ℜz and ℑz represent the real and imaginary parts of the complex number z, respectively. Let Cm(G) represent the set of functions whose partial derivatives of order m are all continuous within G, and C(G) represent the set of continuous functions on G. To get the main results, we need the following lemmas:
Lemma 2.1. [2] Let G be a bounded smooth domain in the complex plane, f∈L1(G;C) and
Tf(z)=−1π∫Gf(ζ)ζ−zdξdη, |
then ∂ˉzTf(z)=f(z).
Lemma 2.2. Let D be the unit disk in C. For φ∈C(∂D,R) and f1∈Cm−1(ˉD,C) (m≥1) with ∂ˉzfκ−1=fκ(κ=2,⋯,m),fm=0, let
W(z)=12πi∫∂Dφ(ζ)ζ+zζ−zdζζ+12πi∫∂Dm−1∑μ=11μ!ℜ[(¯z−ζ)μfμ(ζ)]ζ+zζ−zdζζ+12π∫∂Dm−1∑μ=01μ!ℑ{[(¯z−ζ)μ−(−ˉζμ)]fμ(ζ)}dζζ, | (2.1) |
then ℜW=φ, ∂mˉzW(z)=0 and ∂sˉzW(z)=fs(z)(s=1,2,⋯,m−1).
Proof. ℜW=φ is due to the property of the Schwarz operator, as ζ+zζ−z is a pure imaginary number if z→∂D.
Let
{A=12πi∫∂Dm−1∑μ=11μ!ℜ[(¯z−ζ)μfμ(ζ)]ζ+zζ−zdζζ,B=12π∫∂Dm−1∑μ=01μ!ℑ{[(¯z−ζ)μ−(−ˉζμ)]fμ(ζ)}dζζ. |
Then
{Aˉz=m−1∑μ=11μ![12πi∫∂Dμ(¯z−ζ)μ−1fμ(ζ)dζζ−z−12πi∫∂Dμ(¯z−ζ)μ−1fμ(ζ)dζ2ζ],Asˉz=m−1∑μ=s1(μ−s),Amˉz=0, | (2.2) |
and
{Bˉz=m−1∑μ=114πiμ!∫∂Dμ(¯z−ζ)μ−1fμ(ζ)dζζ,Bsˉz=m−1∑μ=s14πi(μ−s)!∫∂D(¯z−ζ)μ−sfμ(ζ)dζζ(s=2,⋯,m−1),Bmˉz=0. | (2.3) |
By (2.2), (2.3), and the Cauchy-Pompeiu formula (1.1), we get
Wˉz=Aˉz+Bˉz=m−1∑μ=11μ!12πi∫∂Dμ(¯z−ζ)μ−1fμ(ζ)dζζ−z=12πi∫∂D[m−1∑μ=11(μ−1)!(¯z−ζ)μ−1fμ(ζ)]dζζ−z+−1π∫D∂∂ˉζ[m−1∑μ=11(μ−1)!(¯z−ζ)μ−1fμ(ζ)]dσζζ−z=[m−1∑μ=11(μ−1)!(¯z−ζ)μ−1fμ(ζ)]ζ=z=f1(z). |
Similarly,
∂sˉzW(z)=∂sˉzA+∂sˉzB=fs(z)(s=2,⋯,m−1),∂mˉzW(z)=∂mˉzA+∂mˉzB=0. |
Lemma 2.3. [11] Let G be a bounded smooth domain in the complex plane, and w∈ C1(G;C)⋂C(¯G;C), then
∫Gwˉz(z)dxdy=12i∫∂Gw(z)dz,∫Gwz(z)dxdy=−12i∫∂Gw(z)dˉz. |
Theorem 3.1. Let D be the unit disk in C. For γ,fk∈C(∂D) with ∂ˉzfk=fk+1 (k≥1,k∈Z), let
T0,kfk(z)=−1π∫D1(k−1)!(¯z−ζ)k−1ζ−zfk(ζ)dσζ, | (3.1) |
then the problem
{ℜ[¯ζpW(ζ)]=γ(ζ)(ζ∈∂D),∂kW(z)∂ˉzk=fk(z)(z∈D) |
is solvable on D.
(i) In the case of p≥0, the solution can be expressed as:
W(z)=zpφ1(z)+k−1∑s=0s∑l=0+∞∑v=0αsl(v−p)zvˉzl+T0,kfk(z), | (3.2) |
where
φ1(z)=12πi∫∂Dγ(ζ)ζ+zζ−zdζζ−1(k−1)!zpπ∫D¯fk(ζ)z(z−ζ)k−11−zˉζdσζ+12πi∫∂Dk−1∑μ=11μ!ℜ[¯(z−ζ)μμ∑m=0Cmμ(fμ−m(ζ)−T0,k−μ+mfk(ζ))∂mˉζˉζp]ζ+zζ−zdζζ+12π∫∂Dk−1∑μ=01μ!ℑ[(¯(z−ζ)μ−¯(−ζ)μ)μ∑m=0Cmμ(fμ−m(ζ)−T0,k−μ+mfk(ζ))∂mˉζˉζp]dζζ, | (3.3) |
αsl(v−p) are arbitrary complex constants satisfying
{k−1∑s=0s∑l=0αsl(v+l)=0(v≥p+k),k−1∑s=0s∑l=0[αsl(v+l)+¯αsl(l−v)]=0(−p≤v≤p),k−1∑s=0s∑l=0αsl(p+1+t+l)+k−1∑s=t+1s∑l=t+1¯αsl(−p−1−t+l)=0(t=0,1,⋯,k−2,k≥2). | (3.4) |
For k=1 the last equation in (3.4) is non-existent.
(ii) In the case of p<0, the solution can be expressed as:
W(z)=zpφ2(z)+k−1∑s=0s∑l=0+∞∑v=0αsl(v−p)zvˉzl+T0,kfk(z) | (3.5) |
on the condition that
12πi∫∂D{ζ−p[fk−1(ζ)−T0,1fk(ζ)]+ζp[¯fk−1(ζ)−T0,1fk(ζ)]}dζζl+1=0(l=0,1,⋯,−p−1), | (3.6) |
where αsl(v−p) is the same as in (i) and
φ2(z)=12πi∫∂Dγζ+zζ−zdζζ−1(k−1)!zpπ∫D¯fk(ζ)z(z−ζ)k−11−zˉζdσζ+12πi∫∂Dk−1∑μ=11μ!ℜ{¯(z−ζ)μζ−p[fμ(ζ)−T0,(k−μ)fk(ζ)]}ζ+zζ−zdζζ+12π∫∂Dk−1∑μ=01μ!ℑ{(¯(z−ζ)μ−¯(−ζ)μ)ζ−p[fμ(ζ)−T0,(k−μ)fk(ζ)]}dζζ. | (3.7) |
Proof. (1) For n=1, by Lemma 2.1, T0,kfk(z) is a particular solution to ∂kW(z)∂ˉzk=fk(z), then the corresponding general solution is W(z)=φ(z)+T0,kfk(z), where φ(z) is a k-holomorphic function with
ℜ[ζ−pφ(ζ)]=ℜ[ζ−pW(ζ)−ζ−pT0,kfk(ζ)]=γ(ζ)−ℜ[ζ−pT0,kfk(ζ)]≐γ0(ζ). |
(i) In the case of p≥0(p∈Z):
① Let φ(z)=zpφ1(z), then ℜ[ζ−pφ(ζ)]=γ0(ζ)⇔ℜ[φ1(ζ)]=γ0(ζ), and φ(z) is k-holomorphic if φ1(z) is k-holomorphic. As
∂μˉζ(ˉζpφ(ζ))=μ∑m=0Cmμ∂μ−mˉζφ(ζ)∂mˉζ(ˉζp)=μ∑m=0Cmμ∂μ−mˉζ[W(ζ)−T0,kfk(ζ)]∂mˉζ(ˉζp)=μ∑m=0Cmμ[fμ−m(ζ)−T0,k−μ+mfk(ζ)]∂mˉζ(ˉζp), |
by Lemma 2.2 we get that
φ1(z)=12πi∫∂Dk−1∑μ=01μ!ℜ[¯(z−ζ)μ∂μˉζ(ˉζpφ(ζ))]ζ+zζ−zdζζ+12π∫∂Dk−1∑μ=01μ!ℑ[(¯(z−ζ)μ−¯(−ζ)μ)∂μˉζ(ˉζpφ(ζ))]dζζ=12πi∫∂Dγ(ζ)ζ+zζ−zdζζ−12πi∫∂D[ζ−pT0,kfk(ζ)+ζp¯T0,kfk(ζ)](1ζ−z−12ζ)dζ+12πi∫∂Dk−1∑μ=11μ!ℜ[¯(z−ζ)μμ∑m=0Cmμ(fμ−m(ζ)−T0,k−μ+mfk(ζ))∂mˉζˉζp]ζ+zζ−zdζζ+12π∫∂Dk−1∑μ=01μ!ℑ[(¯(z−ζ)μ−¯(−ζ)μ)μ∑m=0Cmμ(fμ−m(ζ)−T0,k−μ+mfk(ζ))∂mˉζˉζp]dζζ | (3.8) |
satisfies ℜ[φ1(ζ)]=γ0(ζ) and ∂kˉzφ1(z)=0. Furthermore, by (3.1), we obtain that
12πi∫∂Dζ−pT0,kfk(ζ)dζζ−z=1(k−1)!−1π∫Dfk(ζ′)[12πi∫∂Dζ−p(¯ζ−ζ′)k−1ζ′−ζdζζ−z]dσζ′=1(k−1)!−1π∫Dfk(ζ′)[−12πi∫∂Dˉζp(¯ζ−ζ′)k−1ˉζζ′−1dˉζzˉζ−1]dσζ′=0, | (3.9) |
which follows
12πi∫∂Dζ−pT0,kfk(ζ)dζ2ζ=0. | (3.10) |
Meanwhile,
12πi∫∂Dζp¯T0,kfk(ζ)dζζ−z=1(k−1)!−1π∫D¯fk(ζ′)[12πi∫∂Dζp(ζ−ζ′)k−1¯ζ′−ˉζdζζ−z]dσζ′=1(k−1)!−1π∫D¯fk(ζ′)zp+1(z−ζ′)k−1z¯ζ′−1dσζ′=zp(k−1)!−1π∫D¯fk(ζ)z(z−ζ)k−1zˉζ−1dσζ, | (3.11) |
which follows
12πi∫∂Dζp¯T0,kfk(ζ)dζ2ζ=0. | (3.12) |
Plugging (3.9)–(3.12) into (3.8), we get (3.3). Therefore zpφ1(z) is a particular solution to ℜ[ζ−pφ(ζ)]=γ0(ζ) and ∂kˉzφ(z)=0.
② If φ0(z) is k-holomorphic on D with ℜ[ζ−pφ0(z)]=0, then zpφ1(z)+φ0(ζ) is the general solution to ℜ[ζ−pφ(ζ)]=γ0(ζ) and ∂kˉzφ(z)=0. In the following, we seek φ0(z).
As φ0(z) is k-holomorphic, it can be expressed as
φ0(z)=k−1∑s=0s∑l=0+∞∑v=0Cslvzvˉzl≐k−1∑s=0s∑l=0+∞∑v=0αsl(v−p)zvˉzl, | (3.13) |
where αsl(v−p)=Cslv are arbitrary complex constants. Let
αslv+¯αsl(2l−v)=Aslv,αslv=Bslv,¯αsl(2l−v)=Cslv, | (3.14) |
then
0=ℜ{ˉζpφ0(ζ)}=k−1∑s=0s∑l=0+∞∑v=−p(αslvζv−l+¯αslvζl−v)=k−1∑s=0s∑l=0p+2l∑v=−p(αslv+¯αsl(2l−v))ζv−l+k−1∑s=0s∑l=0+∞∑v=p+2l+1αslvζv−l+k−1∑s=0s∑l=0−p−1∑v=−∞¯αsl(2l−v)ζv−l=k−1∑s=0s∑l=0p+2l∑v=−pAslvζv−l+k−1∑s=0s∑l=0+∞∑v=p+2l+1Bslvζv−l+k−1∑s=0s∑l=0−p−1∑v=−∞Cslvζv−l={p∑v=−pA00vζv+(p∑v=−pA10vζv+p+2∑v=−pA11vζv−1)+(p∑v=−pA20vζv+p+2∑v=−pA21vζv−1+p+4∑v=−pA22vζv−2)+⋯+[p∑v=−pA(k−1)0vζv+p+2∑v=−pA(k−1)1vζv−1+⋯+p+2(k−1)∑v=−pA(k−1)(k−1)vζv−(k−1)]}+{+∞∑v=p+1B00vζv+(+∞∑v=p+1B10vζv++∞∑v=p+3B11vζv−1)+(+∞∑v=p+1B20vζv++∞∑v=p+3B21vζv−1++∞∑v=p+5B22vζv−2) | (3.15) |
+⋯+[+∞∑v=p+1B(k−1)0vζv++∞∑v=p+3B(k−1)1vζv−1+⋯++∞∑v=p+2k−1B(k−1)(k−1)vζv−(k−1)]}+−p−1∑v=−∞{C00vζv+(C10vζv+C11vζv−1)+(C20vζv+C21vζv−1+C22vζv−2)+⋯+[C(k−1)0vζv+C(k−1)1vζv−1+⋯+C(k−1)(k−1)vζv−(k−1)]}={p∑v=−pζv[k−1∑l=0k−1∑s=lAsl(v+l)]+ζ−p−1k−1∑l=1k−1∑s=lAsl(−p−1+l)+⋯+ζ−p−k+1A(k−1)(k−l)(−p)+ζp+1k−1∑l=1k−1∑s=lAsl(p+1+l)+ζp+2k−1∑l=2k−1∑s=lAsl(p+2+l)+⋯+ζp+k−1A(k−1)(k−1)(p+2(k−1))}+{ζp+1k−1∑s=0Bs0(p+1)+ζp+2[k−1∑s=0Bs0(p+2)+k−1∑s=1Bs1(p+3)]+⋯+ζp+k−1k−2∑l=0k−1∑s=lBsl(p+k−1+l)++∞∑v=p+kζv[k−1∑l=0k−1∑s=lBsl(v+l)]}+{ζ−p−1k−1∑s=0Cs0(−p−1)+ζ−p−2[k−1∑s=0Cs0(−p−2)+k−1∑s=1Cs1(−p−1)]+⋯+ζ−p−k+1k−2∑l=0k−1∑s=lCsl(−p−k+1+l)+−p−k∑v=−∞ζv[k−1∑l=0k−1∑s=lCsl(v+l)]}=−p−k∑v=−∞ζv[k−1∑l=0k−1∑s=lCsl(v+l)]+ζ−p−k+1[k−2∑l=0k−1∑s=lCsl(−p−k+1+l)+A(k−1)(k−l)(−p)]+⋯+ζ−p−1[k−1∑s=0Cs0(−p−1)+k−1∑l=1k−1∑s=lAsl(−p−1+l)]+p∑v=−pζv[k−1∑l=0k−1∑s=lAsl(v+l)]+ζp+1[k−1∑s=0Bs0(p+1)+k−1∑l=1k−1∑s=lAsl(p+1+l)]+ζp+k−1[k−2∑l=0k−1∑s=lBsl(p+k−1+l)+A(k−1)(k−1)(p+2(k−1))]++∞∑v=p+kζv[k−1∑l=0k−1∑s=lBsl(v+l)], | (3.16) |
which leads to (3.4) in consideration of (3.14) and
k−1∑l=0k−1∑s=lCslv=k−1∑s=0s∑l=0Cslv. |
By ① and ②, (3.2) is the solution to Problem RH.
(ii) In the case of p<0(p∈Z):
① Let φ(z)=zpφ2(z), then ℜ[ζ−pφ(ζ)]=γ0(ζ)⇔ℜ[φ2(ζ)]=γ0(ζ). Similar to the discussion of ① in (i), we get a particular solution φ2(z) for ℜ[φ2(ζ)]=γ0(ζ) where φ2(z) is k holomorphic:
φ2(z)=12πi∫∂Dγ0ζ+zζ−zdζζ+12πi∫∂Dk−1∑μ=11μ!ℜ[¯(z−ζ)μζ−p∂μˉζφ(ζ)]ζ+zζ−zdζζ+12π∫∂Dk−1∑μ=01μ!ℑ[(¯(z−ζ)μ−¯(−ζ)μ)ζ−p∂μˉζφ(ζ)]dζζ=12πi∫∂Dγζ+zζ−zdζζ−12πi∫∂D[ζ−pT0,kfk(ζ)+ζp¯T0,kfk(ζ)](1ζ−z−12ζ)dζ+12πi∫∂Dk−1∑μ=11μ!ℜ[¯(z−ζ)μζ−p∂μˉζφ(ζ)]ζ+zζ−zdζζ+12π∫∂Dk−1∑μ=01μ!ℑ[(¯(z−ζ)μ−¯(−ζ)μ)ζ−p∂μˉζφ(ζ)]dζζ. |
So we get (3.7) for (3.9)–(3.12) and
∂μˉζφ(ζ)=∂μˉζ[W(ζ)−T0,kfk(ζ)]=∂μˉζW(ζ)−∂μˉζT0,kfk(ζ)=fμ(ζ)−T0,(k−μ)fk(ζ). |
Therefore
φ(z)=zpφ2(z)+k−1∑s=0s∑l=0+∞∑v=0αsl(v−p)zvˉzl |
is the solution to ℜ[ζ−pφ(ζ)]=γ0(ζ) and ∂kˉzφ(z)=0, where αsl(v−p) are arbitrary complex constants satisfying (3.12).
② Secondly, we seek the condition to ensure that φ(z) is k-holomorphic from φ2(z)=z−pφ(z). As the k-holomorphism of φ2(z)=z−pφ(z) is equivalent to the holomorphism of ∂k−1ˉzφ2(z)=z−p∂k−1ˉzφ(z), applying the properties of the Schwarz operator for holomorphic functions and
1ζ−z=1ζ⋅11−zζ=∞∑l=0zlζl+1(|zζ|<1), |
we get that
z−p∂k−1ˉzφ(z)=12πi∫∂D[ζ−p∂k−1ˉζφ(ζ)+ζp¯∂k−1ˉζφ(ζ)][2ζζ−z−1]dζ2ζ=∞∑l=0{12πi∫∂D[ζ−p∂k−1ˉζφ(ζ)+ζp¯∂k−1ˉζφ(ζ)]dζζl+1}zl−12πi∫∂D[ζ−p∂k−1ˉζφ(ζ)+ζp¯∂k−1ˉζφ(ζ)]dζ2ζ. |
As p<0, then φ(z) is k-holomorphic (-i.e., ∂k−1ˉzφ(z) is holomorphic) if and only if z−p∂k−1ˉzφ(z) has a zero of order at least −p at z=0. Therefore,
12πi∫∂D[ζ−p∂k−1ˉζφ(ζ)+ζp¯∂k−1ˉζφ(ζ)]dζζl+1=0(l=0,1,⋯,−p−1), |
that is (3.6) as
∂k−1ˉζφ(ζ)=∂k−1ˉζ[W(ζ)−T0,kfk(ζ)]=∂k−1ˉζW(ζ)−∂k−1ˉζT0,kfk(ζ)=fk−1(ζ)−T0,1fk(ζ). |
By ① and ②, (3.5) is the solution of Problem RH on the condition of (3.6).
Theorem 3.1 extends the conclusions of Riemann-Hilbert boundary value problems for k-holomorphic functions. Given that k=1 in Theorem 3.1, we can get the following conclusion, which extends the existing results of the corresponding Riemann-Hilbert problems for analytic functions.
Corollary 3.2. Let D be the unit disk in C. For γ,f∈C(∂D), the problem
ℜ[ˉζpW(ζ)]=γ(ζ)(ζ∈∂D),∂W(z)∂ˉz=f(z)(z∈D) |
is solvable on D.
(i) In the case of p≥0, the solution can be expressed as:
W(z)=zp2πi∫∂Dγ(ζ)ζ+zζ−zdζζ−z2p+1π∫D¯f(ζ)1−zˉζdσζ+2p∑v=0αv−pzv−1π∫Df(ζ)ζ−zdσζ, |
where αv−p are arbitrary complex constants satisfying αv+¯α−v=0(−p≤v≤p);
(ii) In the case of p<0, the solution is the same as in (i) on the condition of
12πi∫∂D{γ(ζ)−ℜ[ζ−pTf(ζ)]}dζζl+1=0(l=0,1,⋯,−p−1). |
In this section we discuss several boundary value problems for bi-polyanalytic functions with the Dirichlet, Riemann-Hilbert boundary conditions or the mixed boundary conditions.
Theorem 4.1. Let D be the unit disk in C, and let λ∈R∖{−1,0,1}, φ,γ,fk∈C(∂D) with ∂ˉzfk=fk+1 (k=1,2,⋯,n−1,n≥2) and fn=0. Then the problem
{∂ˉzf(z)=λ−14λϕ(z)+λ+14λ¯ϕ(z),∂nˉzϕ(z)=0,∂kˉzϕ(z)=fk(z)(z∈D),f(ζ)=φ(ζ),ℜ[¯ζpϕ(ζ)]=γ(ζ)(ζ∈∂D), | (4.1) |
is solvable on D.
(i) In the case of p≥0, the solution can be expressed as:
f(z)=12πi∫∂Dφ(ζ)dζζ−z−1π∫D[λ−14λ(ζpφ1(ζ)+T0,kfk(ζ))+λ+14λ¯(ζpφ1(ζ)+T0,kfk(ζ))]dσζζ−z−λ−14λ{k−1∑s=0s∑l=0[l∑v=0−αsl(v−p)l+1zvˉzl+1++∞∑v=l+1αsl(v−p)l+1zv(z−l−1−ˉzl+1)]}−λ+14λ{k−1∑s=0s∑l=0[l−1∑v=0¯αsl(v−p)v+1zl(z−v−1−ˉzv+1)++∞∑v=l−¯αsl(v−p)v+1zlˉzv+1]} | (4.2) |
if and only if
12πi∫∂Dφ(ζ)dζ1−ˉzζ+1π∫D[λ−14λζpφ1(ζ)+λ+14λˉζp¯φ1(ζ)]dσζˉzζ−1+1π∫D{(¯z−ζ)kfk(ζ)k!(ˉzζ−1)−¯fk(ζ)(k−1)![k−2∑s=0Csk−1(ˉzζ−1)k−1−s−(−1)k−1−s(k−1−s)ˉzk(1−ˉzζ)s+(1−ˉzζ)k−1ln(1−ˉzζ)zk]}dσζ=λ−14λk−1∑s=0s∑l=0l∑v=0αsl(v−p)ˉzl−vl+1+λ+14λk−1∑s=0s∑l=0+∞∑v=l¯αsl(v−p)ˉzv−lv+1, | (4.3) |
where T0,kfk and φ1 are represented by (3.1) and (3.3), respectively, and αsl(v−p) are arbitrary complex constants satisfying (3.4);
(ii) In the case of p<0, the solution can be expressed as (4.2) on the condition of (3.6) and (4.3), where T0,kfk and αsl(v−p) are the same as in (i); however, φ1 is represented by (3.7).
Proof. As
∂ˉz[−1π∫Dg(ζ)ζ−zdσζ]=g(z), |
obviously,
−1π∫D[λ−14λϕ(ζ)+λ+14λ¯ϕ(ζ)]dσζζ−z |
is a special solution to ∂ˉzf(z)=λ−14λϕ(z)+λ+14λ¯ϕ(z), then the solution of the problem (4.1) can be represented as
f(z)=ψ(z)−1π∫D[λ−14λϕ(ζ)+λ+14λ¯ϕ(ζ)]dσζζ−z, | (4.4) |
where ψ(z) is analytic on D to be determined, and ϕ(ζ) is the solution to
ℜ[¯ζpϕ(ζ)]=γ(ζ)(ζ∈∂D),∂nˉzϕ(z)=0,∂kˉzϕ(z)=fk(z)(z∈D). |
Since ψ(z) is analytic, by (4.4),
ψ(z)=12πi∫∂Dψ(ζ)ζ−zdζ=12πi∫∂D{φ(ζ)+1π∫D[λ−14λϕ(˜ζ)+λ+14λ¯ϕ(˜ζ)]dσ˜ζ˜ζ−ζ}dζζ−z=12πi∫∂Dφ(ζ)dζζ−z+1π∫D[λ−14λϕ(˜ζ)+λ+14λ¯ϕ(˜ζ)][12πi∫∂D1˜ζ−ζdζζ−z]dσ˜ζ=12πi∫∂Dφ(ζ)ζ−zdζ | (4.5) |
if and only if
12πi∫∂Dˉzψ(ζ)1−ˉzζdζ=0(z∈D), |
that is,
12πi∫∂Dˉz1−ˉzζ{φ(ζ)+1π∫D[λ−14λϕ(˜ζ)+λ+14λ¯ϕ(˜ζ)]dσ˜ζ˜ζ−ζ}dζ=0⇔12πi∫∂Dˉzφ(ζ)1−ˉzζdζ+1π∫D[λ−14λϕ(˜ζ)+λ+14λ¯ϕ(˜ζ)][12πi∫∂Dˉz1−ˉzζdζ˜ζ−ζ]dσ˜ζ⇔12πi∫∂Dφ(ζ)1−ˉzζdζ+1π∫D[λ−14λϕ(ζ)+λ+14λ¯ϕ(ζ)]dσζˉzζ−1=0. | (4.6) |
Plugging (4.5) into (4.4),
f(z)=12πi∫∂Dφ(ζ)ζ−zdζ−1π∫D[λ−14λϕ(ζ)+λ+14λ¯ϕ(ζ)]dσζζ−z. | (4.7) |
(i) In the case of p≥0, by Theorem 3.1,
ϕ(z)=zpφ1(z)+k−1∑s=0s∑l=0+∞∑v=0αsl(v−p)zvˉzl+T0,kfk(z), | (4.8) |
where T0,kfk and φ1 are represented by (3.1) and (3.3), respectively, and αsl(v−p) are arbitrary complex constants satisfying (3.4).
Applying the Cauchy-Pompeiu formula (1.1),
1π∫Dζvˉζlζ−zdσζ=1π∫D∂ˉζ(ζvˉζl+1l+1)dσζζ−z=12πi∫∂Dζvˉζl+1l+1dζζ−z−zvˉzl+1l+1=1l+112πi∫∂Dζv−l−1ζ−zdζ−zvˉzl+1l+1={zvl+1(z−l−1−ˉzl+1),v≥l+1,−zvl+1ˉzl+1,v<l+1. | (4.9) |
Similarly,
1π∫Dˉζvζlζ−zdσζ={zlv+1(z−v−1−ˉzv+1),v≤l−1,−zlv+1ˉzv+1,v>l−1. | (4.10) |
Plugging (4.8)–(4.10) into (4.7), the solution (4.2) follows.
In order to obtain the solvable conditions, the following integrals need to be calculated: First, by Lemma 2.3,
1π∫Dζvˉζlˉzζ−1dσζ=1π∫D∂ˉζ(ˉζl+1l+1ζvˉzζ−1)dσζ=12πi∫∂Dˉζl+1l+1ζvdζˉzζ−1=1l+112πi∫∂Dζv−l−1ˉzζ−1dζ={0,v≥l+1,−ˉzl−vl+1,v<l+1. | (4.11) |
Similarly,
1π∫Dˉζvζlˉzζ−1dσζ={0,v≤l−1,−ˉzv−lv+1,v>l−1. | (4.12) |
Secondly, by the Cauchy-Pompeiu formula (1.1),
1π∫DT0,kfk(ζ)dσζˉzζ−1=1π∫D[−1π∫D1(k−1)!(¯ζ−˜ζ)k−1˜ζ−ζfk(˜ζ)dσ˜ζ]dσζˉzζ−1=−1π∫Dfk(˜ζ)(k−1)![1π∫D(¯ζ−˜ζ)k−1˜ζ−ζdσζˉzζ−1]dσ˜ζ=−1π∫Dfk(˜ζ)(k−1)![1π∫D∂ˉζ(¯ζ−˜ζ)kk(1−ˉzζ)dσζζ−˜ζ]dσ˜ζ=−1π∫Dfk(˜ζ)(k−1)![12πi∫∂D(¯ζ−˜ζ)kk(1−ˉzζ)dζζ−˜ζ−0]dσ˜ζ=−1π∫Dfk(˜ζ)(k−1)![1k¯12πi∫∂D(ζ−˜ζ)kdζ(ζ−z)(1−¯˜ζζ)]dσ˜ζ=1π∫D(¯z−ζ)kfk(ζ)k!(ˉzζ−1)dσζ. | (4.13) |
In addition, for z,˜ζ∈D, setting ˜z=1/ˉz, in view of
1π∫D(ζ−˜ζ)k−1¯˜ζ−ζdσζˉzζ−1=−˜zπ∫D(ζ−˜ζ)k−1ζ−˜zdσζ¯ζ−˜ζ=−˜zπ∫D[k−2∑s=0Csk−1(ζ−˜z)k−2−s(˜z−˜ζ)s+(˜z−˜ζ)k−1ζ−˜z]dσζ¯ζ−˜ζ=−˜zπ∫D∂ζ[k−2∑s=0Csk−1(ζ−˜z)k−1−sk−1−s(˜z−˜ζ)s+(˜z−˜ζ)k−1ln(ζ−˜z)]dσζ¯ζ−˜ζ=˜z[k−2∑s=0Csk−1(ζ−˜z)k−1−sk−1−s(˜z−˜ζ)s+(˜z−˜ζ)k−1ln(ζ−˜z)]ζ=˜ζ+˜z2πi∫∂D[k−2∑s=0Csk−1(ζ−˜z)k−1−sk−1−s(˜z−˜ζ)s+(˜z−˜ζ)k−1ln(ζ−˜z)]dˉζ¯ζ−˜ζ=˜z[k−2∑s=0Csk−1(˜ζ−˜z)k−1−sk−1−s(˜z−˜ζ)s+(˜z−˜ζ)k−1ln(˜ζ−˜z)]−˜z[k−2∑s=0Csk−1(−˜z)k−1−sk−1−s(˜z−˜ζ)s+(˜z−˜ζ)k−1ln(−˜z)]=˜z[k−2∑s=0Csk−1(˜ζ−˜z)k−1−s−(−˜z)k−1−sk−1−s(˜z−˜ζ)s+(˜z−˜ζ)k−1ln˜ζ−˜z−˜z]=k−2∑s=0Csk−1(ˉz˜ζ−1)k−1−s−(−1)k−1−s(k−1−s)ˉzk(1−ˉz˜ζ)s+(1−ˉz˜ζ)k−1ln(1−ˉz˜ζ)ˉzk, |
in which the logarithmic functions take the principal value, therefore,
1π∫D¯T0,kfk(ζ)dσζˉzζ−1=1π∫D[−1π∫D1(k−1)!(ζ−˜ζ)k−1¯˜ζ−ζ¯fk(˜ζ)dσ˜ζ]dσζˉzζ−1=−1π∫D¯fk(˜ζ)(k−1)![1π∫D(ζ−˜ζ)k−1¯˜ζ−ζdσζˉzζ−1]dσ˜ζ=−1π∫D[k−2∑s=0Csk−1(ˉzζ−1)k−1−s−(−1)k−1−s(k−1−s)ˉzk(1−ˉzζ)s+(1−ˉzζ)k−1ln(1−ˉzζ)ˉzk]¯fk(ζ)dσζ(k−1)!. | (4.14) |
Plugging (4.11)–(4.14) into (4.6), the condition (4.3) follows.
(ii) In the case of p<0, similar to (i), by Theorem 3.1, the result follows.
Given that k=1 in Theorem 4.1, we can get the solution to the following boundary value problem for bi-analytic functions.
Corollary 4.2. Let D be the unit disk in C, and let λ∈R∖{−1,0,1}. For φ,γ∈C(∂D), the problem
{∂ˉzf(z)=λ−14λϕ(z)+λ+14λ¯ϕ(z),∂ˉzϕ(z)=0(z∈D),f(ζ)=φ(ζ),ℜ[¯ζpϕ(ζ)]=γ(ζ)(ζ∈∂D) |
is solvable on D.
(i) In the case of p≥0, the solution can be expressed as:
f(z)=12πi∫∂Dφ(ζ)dζζ−z−1π∫D[λ−14λζpφ1(ζ)+λ+14λ¯ζpφ1(ζ)]dσζζ−z+λ−14λ[α−pˉz++∞∑v=1αv−pzv(ˉz−z−1)]+λ+14λ+∞∑v=0¯αv−pˉzv+1 |
if and only if
12πi∫∂Dφ(ζ)dζ1−ˉzζ+1π∫D[λ−14λζpφ1(ζ)+λ+14λˉζp¯φ1(ζ)]dσζˉzζ−1=λ−14λα(−p)+λ+14λ+∞∑v=0¯αv−pˉzv, |
where
φ1(z)=12πi∫∂Dγ(ζ)ζ+zζ−zdζζ |
and αv−p are arbitrary complex constants satisfying
αv=0(v≥p+1),αv+¯α−v=0(−p≤v≤p). |
(ii) In the case of p<0, the solution is the same as in (i) on the condition that
12πi∫∂Dγ(ζ)dζζl+1=0(l=0,1,⋯,−p−1). |
Applying Corollary 3.2 and Theorem 4.1 we can get the solution to the following boundary value problem of higher order for bi-polyanalytic functions.
Corollary 4.3. Let D be the unit disk in C, and let λ∈R∖{−1,0,1}, φ,˜γ,γ,fk∈C(∂D) with ∂ˉzfk=fk+1 (k=1,2,⋯,n−1,n≥2) and . Then the problem
is solvable on .
(i) In the case of , the solution can be expressed as:
where are arbitrary complex constants satisfying and is the solution of the problem (4.1) in Theorem 4.1;
(ii) In the case of , the solution is the same as in (i) on the condition of
ies
Remark 4.4. Applying Corollaries 3.2 and 4.3 we can get the solution of the problem:
where , with () and . Similarly, the corresponding higher-order problems can be solved.
Applying Theorem 4.1 and the results for the half-Neumann-n problem in [27], we can draw the following conclusion:
Corollary 4.5. Let be the unit disk in , and let , , (), with () and . Then the problem
is solvable on , and the solution is given by
if and only if
and
where is the solution of the problem (4.1) in Theorem 4.1.
Remark 4.6. By Theorem 4.1 and the mixed boundary value problems with combinations of Schwarz, Dirichlet, and Neumann conditions in [27], we can discuss the corresponding mixed boundary value problems for bi-polyanalytic functions, for example,
By using the Cauchy-Pompeiu formula in the complex plane, we first discuss a Riemann-Hilbert boundary value problem of higher order on the unit disk in and obtain the expression of the solution under different solvable conditions. On this basis, we get the specific solutions to the boundary value problems for bi-polyanalytic functions with the Dirichlet and Riemann-Hilbert boundary conditions and the corresponding higher-order problems. Therefore, we obtain the solution to the half-Neumann problem of higher order for bi-polyanalytic functions. The conclusions provide a favorable method for discussing other boundary value problems of bi-polyanalytic functions, such as mixed boundary value problems and the related systems of complex partial differential equations of higher order, and also provide a solid basis for future research on bi-polyanalytic functions.
The authors declare they have not used Artificial Intelligence (AI) tools in the creation of this article.
The authors are grateful to the anonymous referees for their valuable comments and suggestions, which improved the quality of this article. This work was supported by the NSF of China (No.11601543), the NSF of Henan Province (Nos. 222300420397 and 242300421394), and the Science and Technology Research Projects of the Henan Provincial Education Department (No.19B110016).
The authors declare that they have no conflicts of interest.
[1] |
R. Savica, B. R. Grossardt, J. H. Bower, J. E. Ahlskog, W. A. Rocca, Time trends in the incidence of Parkinson disease, JAMA Neurol., 73 (2016), 981–989. https://doi.org/10.1001/jamaneurol.2016.0947 doi: 10.1001/jamaneurol.2016.0947
![]() |
[2] |
I. Banegas, I. Prieto, A. Segarra, M. de Gasparo, M. Ramírez-Sánchez, Study of the neuropeptide function in Parkinson's disease using the 6-Hydroxydopamine model of experimental Hemiparkinsonism, AIMS Neurosci., 4 (2017), 223–237. https://doi.org/10.3934/Neuroscience.2017.4.223 doi: 10.3934/Neuroscience.2017.4.223
![]() |
[3] |
M. G. Krokidis, Identification of biomarkers associated with Parkinson's disease by gene expression profiling studies and bioinformatics analysis, AIMS Neurosci., 6 (2019), 333. https://doi.org/10.3934/Neuroscience.2019.4.333 doi: 10.3934/Neuroscience.2019.4.333
![]() |
[4] |
P. Vlamos, Novel modeling methodologies for the neuropathological dimensions of Parkinson's disease, AIMS Neurosci., 7 (2020), 89. https://doi.org/10.3934/Neuroscience.2020006 doi: 10.3934/Neuroscience.2020006
![]() |
[5] |
C. Liu, J. Wang, H. Yu, B. Deng, X. Wei, H. Li, et al., Dynamical analysis of parkinsonian state emulated by hybrid izhikevich neuron models, Commun. Nonlinear Sci. Numer. Simul., 28 (2015), 10–26. https://doi.org/10.1016/j.cnsns.2015.03.018 doi: 10.1016/j.cnsns.2015.03.018
![]() |
[6] |
H. Bronte-Stewart, C. Barberini, M. M. Koop, B. C. Hill, J. M. Henderson, B. Wingeier, The STN beta-band profile in Parkinson's disease is stationary and shows prolonged attenuation after deep brain stimulation, Exp. Neurol., 215 (2009), 20–28. https://doi.org/10.1016/j.expneurol.2008.09.008 doi: 10.1016/j.expneurol.2008.09.008
![]() |
[7] |
S. J. van Albada, P. A. Robinson, Mean-field modeling of the basal ganglia-thalamocortical system. I: Firing rates in healthy and parkinsonian states, J. Theor. Biol., 257 (2009), 642–663. https://doi.org/10.1016/j.jtbi.2008.12.018 doi: 10.1016/j.jtbi.2008.12.018
![]() |
[8] |
Y. Yu, X. Wang, Q. Wang, Q. Wang, A review of computational modeling and deep brain stimulation: applications to Parkinson's disease, Appl. Math. Mech., 41 (2020), 1747–1768. https://doi.org/10.1007/s10483-020-2689-9 doi: 10.1007/s10483-020-2689-9
![]() |
[9] |
H. Zhang, Y. Yu, Z. Deng, Q. Wang, Activity pattern analysis of the subthalamopallidal network under Channelrhodopsin-2 and Halorhodopsin photocurrent control, Chaos Soliton Fract., 138 (2020), 109963. https://doi.org/10.1016/j.chaos.2020.109963 doi: 10.1016/j.chaos.2020.109963
![]() |
[10] |
L. Doyle Gaynor, A. Kühn, M. Dileone, V. Litvak, A. Eusebio, A. Pogosyan, et al., Suppression of beta oscillations in the subthalamic nucleus following cortical stimulation in humans, Eur. J. Neurol., 28 (2008), 1686–1695. https://doi.org/10.1111/j.1460-9568.2008.06363.x doi: 10.1111/j.1460-9568.2008.06363.x
![]() |
[11] |
D. J. Ellens, D. K. Leventhal, electrophysiology of basal ganglia and cortex in models of Parkinson disease, J. Parkinson's Disease, 3 (2013), 241–254. https://doi.org/10.3233/JPD-130204 doi: 10.3233/JPD-130204
![]() |
[12] |
A. Leblois, T. Boraud, W. Meissner, H. Bergman, D. Hansel, Competition between feedback loops underlies normal and pathological dynamics in the basal ganglia, J. Neurosci., 26 (2006), 3567–3583. https://doi.org/10.1523/JNEUROSCI.5050-05.2006 doi: 10.1523/JNEUROSCI.5050-05.2006
![]() |
[13] |
A. Pavlides, S. J. Hogan, R. Bogacz, Computational models describing possible mechanisms for generation of excessive beta oscillations in Parkinson's disease, PLoS Comput. Biol., 11 (2015), e1004609. https://doi.org/10.1371/journal.pcbi.1004609 doi: 10.1371/journal.pcbi.1004609
![]() |
[14] |
M. Lu, X. Wei, K. A. Loparo, Investigating synchronous oscillation and deep brain stimulation treatment in a model of cortico-basal ganglia network, IEEE Trans. Neural Syst. Rehabilitation Eng., 25 (2017), 1950–1958. https://doi.org/10.1109/TNSRE.2017.2707100 doi: 10.1109/TNSRE.2017.2707100
![]() |
[15] |
P. Davila-Pérez, A. Pascual-Leone, J. Cudeiro, Effects of transcranial static magnetic stimulation on motor cortex evaluated by different TMS waveforms and current directions, Neuroscience, 413 (2019), 22–30. https://doi.org/10.1016/j.neuroscience.2019.05.065 doi: 10.1016/j.neuroscience.2019.05.065
![]() |
[16] |
M. Lv, J. Ma, Multiple modes of electrical activities in a new neuron model under electromagnetic radiation, Neurocomputing, 205 (2016), 375–381. https://doi.org/10.1016/j.neucom.2016.05.004 doi: 10.1016/j.neucom.2016.05.004
![]() |
[17] |
C. Yang, Z. Liu, Q. Wang, G. Luan, F. Zhai, Epileptic seizures in a heterogeneous excitatory network with short-term plasticity, Cogn. Neurodyn., 15 (2021), 43–51. https://doi.org/10.1007/s11571-020-09582-w doi: 10.1007/s11571-020-09582-w
![]() |
[18] |
J. Zhao, D. Fan, Q. Wang, Q. Wang, Dynamical transitions of the coupled class I (II) neurons regulated by an astrocyte, Nonlinear Dyn., 103 (2021), 913–924. https://doi.org/10.1007/s11071-020-06122-3 doi: 10.1007/s11071-020-06122-3
![]() |
[19] |
M. Stimberg, R. Brette, D. F. Goodman, Brian 2, an intuitive and efficient neural simulator, Elife, 8 (2019), e47314. https://doi.org/10.7554/eLife.47314 doi: 10.7554/eLife.47314
![]() |
[20] |
C. V. Rusu, M. Murakami, U. Ziemann, J. Triesch, A model of TMS-induced I-waves in motor cortex, Brain Stimul., 7 (2014), 401–414. https://doi.org/10.1016/j.brs.2014.02.009 doi: 10.1016/j.brs.2014.02.009
![]() |