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Page "Artificial neural network" ¶ 12
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Mathematically and network
Mathematically ( using the Laplace transform ) the impedance of this network can be written as:

Mathematically and function
Mathematically, the motion of a continuum using the Eulerian description is expressed by the mapping function
Mathematically, this means that for a causal linear system to be stable all of the poles of its transfer function must have negative-real values, i. e. the real part of all the poles are less than zero.
Mathematically, the catenary curve is the graph of the hyperbolic cosine function.
Mathematically, a sequence of coin flips ( fair or not ) is an example of a Bernoulli process, and its entropy is given by the binary entropy function.
Mathematically, the light received from stars as a function of star distance in a hypothetical fractal cosmos is:
Mathematically, the E field can be thought of as a function that associates a vector with every point in space.
Mathematically a bijective function is used on the characters ' positions to encrypt and an inverse function to decrypt.
Mathematically, the LM curve is defined by the equation, where the supply of money is represented as the real amount M / P ( as opposed to the nominal amount M ), with P representing the price level, and L being the real demand for money, which is some function of the interest rate i and the level Y of real income.
Mathematically, a scalar field on a region U is a real or complex-valued function or distribution on U. The region U may be a set in some Euclidean space, Minkowski space, or more generally a subset of a manifold, and it is typical in mathematics to impose further conditions on the field, such that it be continuous or often continuously differentiable to some order.
Mathematically, the modulated Dirac comb is equivalent to the product of the comb function with s ( t ).
Mathematically, the ( real valued ) amplitude of one wave component is represented by a scalar wave function u that depends on both space and time:
Mathematically, the gradient of a two-variable function ( here the image intensity function ) is at each image point, a 2D vector with the components given by the derivatives in the horizontal and vertical directions.
Mathematically the switching mixer is not much different from a multiplying mixer, just because instead of the LO sine wave term we would use the signum function.
Mathematically, the function is expressed as the derivative of the consumption function with respect to disposable income.
Mathematically, apart from discretization ( whole euros both for income and for tax ), the tax is a continuous, convex, piecewise linear function of income.
Mathematically speaking, both in a standard and a TD approach, we would try to optimize some cost function, related to the error in our predictions of the expectation of some random variable, E. However, while in the standard approach we in some sense assume E = z ( the actual observed value ), in the TD approach we use a model.
Mathematically, this is governed by the kernel function ( symbol ).
Mathematically, nominal numbering is a one-to-one function from a set of objects being named to the set of numerals: it is a function because each object is assigned a numeral, and it is one-to-one because different objects are assigned different numerals.
Mathematically, the process of constructing a flownet consists of contouring the two harmonic or analytic functions of potential and stream function.
Mathematically, applying a Gaussian blur to an image is the same as convolving the image with a Gaussian function ; this is also known as a two-dimensional Weierstrass transform.

Mathematically and is
Mathematically it is defined as follows:
Mathematically, the conjecture states that the maximal Cauchy development of generic compact or asymptotically flat initial data is locally inextendible as a regular Lorentzian manifold.
Mathematically, density is defined as mass divided by volume:
Mathematically this is described as the convolution of a time-varying input signal x ( t ) with the filter's impulse response h, defined as:
Mathematically, the unification is accomplished under an SU ( 2 ) × U ( 1 ) gauge group.
Mathematically, incompressibility is expressed by saying that the density ρ of a fluid parcel does not change as it moves in the flow field, i. e.,
Mathematically, this is because in reversible processes, the change in entropy of the cold reservoir is the negative of that of the hot reservoir ( i. e., ), keeping the overall change of entropy zero.
Mathematically, this says that the state vector is confined to one of the two eigenspaces of P, and is not allowed to range over the entire Hilbert space.
Mathematically, this is expressed by saying that the curl of the flow field is everywhere equal to zero.
Mathematically, the logistic map is written
Mathematically, the total electromagnetic energy density ( radiation energy density ) in thermodynamic equilibrium from Planck's law is
Mathematically, the formula above entails that all incomes are at least the lower bound x < sub > m </ sub >, which is positive.
Mathematically, this correspondendence is supported by the second term, on the r. h. s.
Mathematically, QED is an abelian gauge theory with the symmetry group U ( 1 ).
Mathematically, this tunneling current is given by
Mathematically, QCD is a non-Abelian gauge theory based on a local ( gauge ) symmetry group called SU ( 3 ).

Mathematically and defined
Mathematically, torque is defined as the cross product of force and the lever-arm distance, which tends to produce rotation.
Mathematically, division by zero within reals is explicitly undefined if the problem is zero divided by zero, and is defined as either positive or negative infinity depending on the signs of the numbers involved, or is undefined.
Mathematically, it is defined using the reflection coefficient.
Mathematically, the pressure of a mixture of gases can be defined as the summation
Mathematically, the coherent state is defined to be the right eigenstate of the annihilation operator.
Mathematically, linear least squares is the problem of approximately solving an overdetermined system of linear equations, where the best approximation is defined as that which minimizes the sum of squared differences between the data values and their corresponding modeled values.
Mathematically, a vector x in an n-dimensional Euclidean space can be defined as an ordered list of n real numbers ( the Cartesian coordinates of P ): x = x < sub > 2 </ sub >, ..., x < sub > n </ sub >.
Mathematically, the cyclomatic complexity of a structured program is defined with reference to the control flow graph of the program, a directed graph containing the basic blocks of the program, with an edge between two basic blocks if control may pass from the first to the second.
Mathematically, the Mandelbrot set consists of the set of points c in the complex plane for which the iteratively defined sequence
Mathematically, dot gain is defined as:
Mathematically, the mass deficit is defined as
Mathematically, it is defined as.
Mathematically, the Willmore energy of a smooth closed surface embedded in three-dimensional Euclidean space is defined to be the integral of the square of the mean curvature minus the Gaussian curvature.
Mathematically, the relationship between a cell and its neighbors, located within an area of influence, can be defined by a coupling law, and this is what primarily determines the behavior of the processor.

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