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The basic building blocks of biological neural systems are nerve cells, referred to as neurons As illustrated in Figure 12, a neuron consists of a cell body, dendrites and an axon Neurons are massively interconnected, where an interconnection is between the axon of one neuron and a dendrite of another neuron This connection is referred to as a synapse Signals propagate from the dendrites, through the cell body to the axon; from where the signals are propagated to all connected dendrites A signal is transmitted to the axon of a neuron only when the cell res A neuron can either inhibit or excite a signal

Figure 12 A Biological Neuron An arti cial neuron (AN) is a model of a biological neuron (BN) Each AN receives signals from the environment, or other ANs, gathers these signals, and when red, transmits a signal to all connected ANs Figure 13 is a representation of an arti cial neuron Input signals are inhibited or excited through negative and positive numerical weights associated with each connection to the AN The ring of an AN and the strength of the exiting signal are controlled via a function, referred to as the activation function The AN collects all incoming signals, and computes a net input signal as a function of the respective weights The net input signal serves as input to the activation function which calculates the output signal of the AN

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The concept of handedness can also be considered from the description of the ellipse as follows If the ratio of minor to major axes, E b 0 /E a 0 D tan (see Figure 24) is de ned as , where (1 ) de nes the ellipticity, then it can be shown (see below) that sin 2 D 2E x 0 E y 0 sin y 2 D 2 2 1 C 2 Ex 0 C Ey 0 x (220)

Messages are persistent in Symbian OS The user expects their SMS or email messages to be preserved, not simply displayed or sent and then discarded Therefore, the Message Server manages the Message Store where all messages are stored As this is a system resource that is used by multiple clients, the Message Server is responsible for controlling access and maintaining its integrity Regardless of the format used, all data can be stored in les, so the Message Store is a directory that contains sub-directories and les the les are the message entries You can see the Message Store by looking at the /System/Mail directory (by default on the c: drive, though it can also be created on another drive with more space) You will quickly see that the directory and le names are not meant for the casual reader.

An arti cial neural network (NN) is a layered network of ANs An NN may consist of an input layer, hidden layers and an output layer ANs in one layer are connected, fully or partially, to the ANs in the next layer Feedback connections to previous layers are also possible A typical NN structure is depicted in Figure 14

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The ratio, , as de ned is essentially positive, whereas (220) is quadratic and allows the algebraic possibility of negative roots The signi cance of the sign of the deduced value of is that positive indicates a clockwise rotation, as seen from the viewpoint of the observer, whilst negative indicates an anti-clockwise rotation It is easily seen that the product of the roots of (220) is positive and equal to unity and so their signs must be the same Since only one root can be numerically less than one, it follows from its de nition that there is no ambiguity in determining the numerical value of Again it must be noted that any sign convention depends on the way the equations for the classical waves are set with the signs associated with x and y , and on whether the phases are considered as being delays or advancements The presence of the cross-product in (219) simply re ects the fact that the major and minor axes of the ellipse do not coincide with the x y -axes of the reference frame The situation is indicated in Figure 24 Suppose that the axial frame is rotated positively through an angle, , until it lies along the same directions as the major and minor axes of the ellipse, a, b If E a , E b correspond to the vibration components with amplitudes and phases, E a 0 , E b 0 , a and b , along these directions, the form of the ellipse may be written as

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