Programmable analog fuzzy processor

Abstract: The analog processor of this invention is programmable and capable of storing the processing coefficients in analog form. It comprises a storage section (MEM) having at least one output, plural outputs in most cases, and being adapted to respectively generate programming signals (PP) on such outputs; the storage section (MEM) is input a plurality of supply voltage signals (VI) and is operative to produce, in connection with information stored therein, one of the supply voltage signals on each of the outputs, it being understood that one voltage signal may be produced on several such outputs. Advantageously, the processor can also be programmed in a simple manner from circuits of the digital type if switches (SW) controlled by storage elements (E) are used in the storage section (MEM).

Description: This invention relates to an analog processor, in particular of the fuzzy type, according to the preamble of Claim 1. In recent years, the analog processing of signals has grown in importance, especially with the advent of neural networks and fuzzy logic, and many attempts have been made, with varying degrees of success, at implementing and integrating processors which could carry out such processing. Among the different problems posed by the making of processors which can perform well and, therefore, be of real commercial value, are the need for the processing to be unaffected by changes in temperature and variations in process parameters, and the programmability of the type of processing as identified by the values of processing coefficients. The former problem has already been addressed, for example, by M. Sasaki and F. Ueno in an article "A Novel Implementation of Fuzzy Logic Controller Using New Meet Operation", Proceedings of the Third IEEE International Conference on Fuzzy Systems, June 26-29, 1994, pages 1676-1681. The solution proposed there is based on the use of two independent reference signals, namely a current signal and a voltage signal. This is not easy to implement in any reliable manner if high performance is sought; the problem of programmability, moreover, is not addressed, nor is that of how to compensate for variations in the processing coefficients. The latter problem has already been addressed, for example, by J. W. Fattaruso, S.S. Mahant-Shetti and J. Brock Barton in an article "A Fuzzy Logic Inference Processor", IEEE Journal of Solid-State Circuits, Vol. 29, No. 4, April 1994. This approach involves the use of at least one memory of the RAM type in which several processing coefficients are programmed by a "master" digital processor in digital form, as well as of various digital-to-analog converters. If a processor is to process analog input signals analogically and to output analog signals, storing the coefficients in digital form does not seem to be the natural and more convenient choice. It is the object of this invention to provide a programmable analog processor having means of storing the processing coefficients in analog form. This object is achieved by an analog processor having the features set forth in Claim 1. Further advantageous aspects of the invention are set forth in the subclaims. The processor of this invention comprises a storage section having at least one output, most likely plural outputs, and being effective to respectively generate programming signals on such outputs. The storage section is input a plurality of supply voltage signals and is adapted to produce, on each of the outputs and in connection with information stored in the section, one of the supply voltage signals. It should be understood that one voltage signal may be produced on several of the outputs. Advantageously, this processor can also be programmed by circuits of the digital type, in a simple manner, by providing switches in its storage section which are controlled by storage elements. It is of further advantage that this programmable processor can be compensated for variations in the stored processing coefficients due to temperature and/or process parameters by providing, in a power supply section thereof, a fed-back structure locked to a reference potential which is stable against temperature and/or process parameters. A noteworthy feature of the processor according to the invention is the linearity of its input-output characteristic with respect to a reference voltage being input to it from a power supply section. This suggests that it could be advantageous to extract this reference voltage by division from a signal indicating the width of the variation range of the input signals, to thereby achieve compensation for or independence of variations in this range of the programmable processor. The invention can be more clearly appreciated from the following description, to be taken in conjunction with the accompanying drawings, in which: Figure 1 illustrates the architecture of an analog processor according to the invention; Figure 2 illustrates the architecture of the processing section of the processor of Figure 1; Figure 3 is a circuit diagram of the fuzzyfier circuit and the evalutation circuit of the processing section shown in Figure 2; Figure 4 is a circuit diagram of the defuzzyfier circuit of the processing section shown in Figure 2; Figure 5 is a block diagram of the storage section of the processor shown in Figure 1; Figure 6 is a circuit diagram of the power supply section for the processor in Figure 1; and Figure 7 is a circuit diagram of the biasing section of the processor in Figure 1. The term "coupling" will be used hereinafter to comprehensively indicate a direct coupling, or an indirect coupling (i.e. one established with the intermediary of circuit elements). The architecture of this analog processor FUZ of the fuzzy type, shown in FIgure 1, is provided with a set AI of analog voltage inputs and a set AO of analog voltage outputs, and comprises: an analog processing section PROC connected to the inputs AI and the outputs AO; a storage section MEM which is connected to the section PROC to transfer programming signals PP and to control its operation; and a biasing section BIAS which is connected to the section PROC to transfer bias signals VG and to enable it to operate. It will be appreciated that the section MEM would become unnecessary where no programmability of the processor FUZ is sought, and that the degree of complexity of the section BIAS would vary with the level of its expected performance. It is understood that digital-to-analog and analog-to-digital converters would be provided downstream from the processor FUZ, if digital signals are to be received and generated. The processor FUZ further comprises a power supply section AL connected to the section MEM to transfer supply signals VI for selective storage thereinto. The processor FUZ may additionally include a voltage generator BG, specifically of the bandgap type, which would be connected to the section BIAS and the section AL in a suitable way to have them supplied with a stable reference potential VBG which be unaffected by temperature and the processor integration process. Alternatively, this potential VBG could be provided by external circuitry of the processor FUZ, or be extracted by division from a supply potential VDD, as more clearly explained hereinafter. Processors of this type can be integrated and implemented to advantage with transistors of the MOS type. More complicated fabrication methods are available which admit of integration of both MOS and BJT transistors, so that such circuits may also include junction transistors, if necessary. A major advantage of integration is that transistors of one type can have similar performance and their characteristics determined by an area factor. It will be appreciated that the architecture shown in Figure 1 is a universal one which could also be used with other types of analog processors. Illustrated in greater detail by Figure 2 is the architecture of the section PROC shown in Figure 1 for the specific instance of the set AI consisting of first and second analog voltage inputs, I1 and I2, and the set AO consisting of a single analog voltage output, OUT. A fuzzy processor, and precisely the analog processing section PROC, can usually process a plurality of rules (numbered 0 to N), and in any case at least one rule. The diagram of Figure 2 shows one horizontal circuit block for each rule, and for simplicity, only the first and last rule blocks have been respectively indicated. These rule blocks are connected together in parallel, both input- and output-wise. Where two outputs are provided, a first set of rule blocks would have their outputs connected together in parallel and to a first of such outputs, and a second set of rule blocks have their outputs paralleled and connected to the second of such outputs. The construction of just one rule block will, therefore, be described hereinafter. As will become apparent from the discussion of circuits that follows, the output of the rule block is responsive to the threshold voltage of the MOS transistors, the bias signals VG, temperature and the integration process parameters. In general, for each input of the set AI there is provided a corresponding fuzzyfier circuit MF, input-wise connected thereto and effective to output an electric signal which depends on the value of a corresponding membership function of the fuzzy type. Thus, in the particular instance of a single input, there will be a single circuit MF provided for each rule block. The circuit MF can be input programming signals PP which establish the shape of the membership function. It is fairly common practice to select membership functions of trapezoidal shape. In this case, the programming parameters can determine the locations of the trapezoid corners. The membership function is of such a type that, for each value of the electric signal input to the circuit MF, a single value of the electric signal is output from the circuit MF. For each block, an evaluation circuit RE is provided which has inputs connected to the outputs of the rule block circuits MF and is effective to output an electric signal which is tied to the truth level of the corresponding rule. Finally, for each block, a defuzzyfier circuit OTA is provided which has a control input IG connected to the output of the circuit RE and an output O connected to the output OUT. This defuzzyfier OTA has a first signal input LS receiving one of programming signals PP and a second signal input LD which is coupled to its output O. The signal PP supplied to the input LS determines the weight of the rule evaluated within the rule block relative to the output. Figure 2 illustrates diagramatically the fact that the biasing section BIAS supplies the bias signals VG in particular to the circuits MF and RE. Figure 3 shows a circuit diagram of the fuzzyfier circuit MF and the evalutation circuit RE associated with the first rule block. The circuit MF comprises two substantially identical (but for mismatch of the circuit elements) differential transconductor circuits, each consisting of two N-channel input MOS transistors having source terminals connected to each other and to a current generator, control terminals connected to the differential inputs, and one drain terminal connected to a supply potential VDD, the other drain terminal being connected to the output of the transconductor circuit. The current generator consists of two N-channel MOS transistors having main conduction paths connected in series between a ground potential GND and the source terminals of the input transistors. By having two MOS transistors connected in series, a current generator can be provided which has a very high output resistance, when one of the transistors is operated within the linear range and the other operated within the saturation range. The first analog input I1 is connected to a first voltage differential input of both transconductor circuits. The second voltage differential inputs of the transconductor circuits receive, respectively, a first voltage signal PP-0 and a second programming voltage signal PP-1 from the section MEM, the value of the two programming signals determining the horizontal location of the midpoint of each oblique side of the trapezoid corresponding to the mmembership function. In principle, the section MEM is to generate two programming signals PP for each circuit MF contained in the processor FUZ. The control terminals of the current generator transistors respectively receive a first bias voltage signal VG-2 and second bias voltage signal VG-1 from the section BIAS. The value of the first signal VG-2 determines the current of the current generator, that is the transconductor circuit bias current that corresponds to the height of the trapezoid, while the value of the second signal VG-1 should be adequate to hold the associated transistor at saturation. In principle, it will be sufficient that the section BIAS only generates two signals VG for all the circuits MF of the processor FUZ. Furthermore, where the output resistance is no parameter of interest, a single MOS transistor, and hence a single signal VG, would suffice. However, different signals VG may be provided for different rule block circuits MF, if desired. The current outputs of the two transconductor circuits are connected together and to the output of the circuit MF, and are selected to be complementary of each other, that is, not on the homologous side. Thus, when the voltage at the input I1 is lower or higher than the voltage of both signals PP-0 and PP-1, the current output to the circuit MF will be the same as the current generated by the current generator. Figure 3 shows a second circuit MF, identical of the first, which is connected to the input I2 and is input two additional programming signals, PP-3 and PP-4. The outputs of the two circuits MF are input to the circuit RE. The circuit RE basically comprises a transistor G-0 of the MOS type. In the circuit of Figure 3, the transistor G-0 is a P-channel type and has its source terminal connected to the supply potential VDD and its drain terminal connected to a summing node SN. The node SN is connected to the circuits MF. The control terminal of the transistor G-0 receives a bias voltage signal VG-0 from the section BIAS. The value of the signal VG-0 should be such that the current generated by the transistor G-0 at saturation is slightly less then the current generated by the current generators of the transconductor circuits of the circuits MF; a factor of 0.8 would undoubtedly provide a safe margin. The node SN is connected to the output of the circuit RE via a diode D-0 which is used as a unidirectional conduction circuit element. This may be implemented, for example, by a diode-connected transistor of the MOS type. A current will appear at the circuit RE output which has a non-zero value equal to that of the current generated by the transistor G-0, when all the output currents of the circuit MF are zero, i.e. all of the conditions for membership are met. In principle, it will be sufficient for the section BIAS to only generate one signal VG-0 for all the circuits RE of the processor FUZ. If desired, however, different signals VG-0 may be provided for different rule block circuits RE. Shown in Figure 4 is a circuit diagram of the defuzzyfier circuit OTA associated with the first rule block. This basically comprises a transconductance operational amplifier and includes a current output O-0, a first signal voltage input LS-0, a second signal voltage input LD-0, and a control current input IG-0. The input IG-0 is connected to the output of the circuit RE, the input LD-0 is connected to the output O-0, and the input LS-0 receives a programming signal PP-2 from the section MEM. The value of the signal PP-2 determines the weight of the rule evaluated within the rule block relative to the output. The transconductance operational amplifier comprises two input transistors of the N-channel MOS type which have control terminals respectively connected to the inputs LS-0 and LD-0. These transistors are connected to a load consisting of a first current mirror locked up to the supply potential VDD, and are biased by a second current mirror locked up to the ground potential GND. The output of the second current mirror is then connected to the input transistors, and its input connected to the input IG-0. In the present embodiment, all of the plural outputs O-0,..., O-N are connected together and to the single output OUT of the processor FUZ. The potential which develops at the output OUT will be of such value that the sum of the currents generated and drawn by the circuits OTA of the various rule blocks is nil. Accordingly, it will be necessary for that output OUT to be connected to a high-impedance load, or alternatively, that an output buffer be used. Figure 5 is a block diagram of the storage section MEM. This section MEM has a plurality of inputs which receive supply voltage signals, denoted by VI-0,..., VI-K, and a plurality of outputs to generate programming voltage signals, denoted by PP-0,..., PP-L, and is effective to supply, in connection with information stored therein, one of the signals VI to each output. The number of the signals VI and the signals PP is quite variable and dependent on the individual application, being of one as a minimum. The section MEM comprises a plurality of controlled switches SW-00,..., SW-LK, equal in number to the product of the number of signals VI and signals PP. These switches are implemented, for example, by transistors of the MOS type. The section MEM further comprises a corresponding plurality of storage elements E-00,..., E-LK having outputs respectively connected to the control terminals of the switches SW. In Figure 5, both the switches SW and the elements E are arranged into a matrix having an equal number of columns to the inputs and equal number of rows to the outputs. According to the contents of the storage elements E, some of the switches SW will be closed and some open. Each switch is connected on one side to an input and on the other side to an output, so that when closed, the input signal can be transferred to the output. Proper operation requires that one switch only in each row be closed, whereas several switches may be closed at one time in each column. Assuming K+1 different values for the supply voltage signals VI, the programming signals PP will take one of the K+1 values in accord with the contents of the elements E. It would be possible for the elements E to be simple links to either the supply potential VDD or the ground potential GND. In a still simpler way, the aggregate of a switch SW and an element E could consist of a direct link between an input and an output. Thus, the section MEM would be made up of a first set of leads for the columns and a second set of leads for the rows, as well as of connection contacts between the rows and the columns at locations dependent on the type of processing sought by the processor FUZ. Alternatively, the elements E may comprise flip-flops of the D type, connected together into at least one shift register; in this way, storing contents into the elements E through simple control circuitry and a minimum number of terminals (for the processor) becomes a straightforward matter. One shift register may be provided for each row, so that the value of one signal PP at a time can be modified. In a further alternative, the elements E could be memory cells connected into a matrix; in this way, the circuit complexity of the elements E would be alleviated, but at the expense of increased complexity of the control circuitry for the address, write and, possibly, read functions, and of an increased number of terminals (for the processor). A compromise between the two alternatives just described consists of using memory cells connected into a matrix and address circuitry including one or more counters so as to simulate in part a shift register by means of the matrix. Figure 6 is a circuit diagram of the power supply section AL. This section AL comprises a voltage divider formed of a plurality of resistors R-0,..., R-K which have a corresponding plurality of intermediate taps from which supply voltage signals VI-0,..., VI-K can be output. The voltage divider is connected on one side to the ground potential GND and on the other side to the output of a first current mirror locked up to the supply voltage VDD. The input of the first current mirror is driven by the drain terminal of a transistor DR of the N-channel MOS type which has its source terminal connected to the ground potential GND. The section AL further comprises a comparator consisting of a second current mirror locked up to the supply voltage VDD and connected to ground via two input transistors of the N-channel MOS type. The control terminal of one of the two input transistors receives the reference potential VBG, while the control terminal of the other is connected to an intermediate tap of the divider and, in the specific instance of Figure 6, receives the supply voltage signal VI-0. A comparator such as this ensures that, in steady state operation, the corresponding potentials to its two inputs be the same. A feedback loop is then formed by connecting the control terminal of the transistor DR to the output of the second current mirror of the comparator, whose operation will not, therefore, be significantly altered by virtue of the low drain from the transistor DR. If the drain of current at the outputs of the section AL is negligible compared to the current flowing through the divider (an easily met condition because the load on such outputs is formed by gating currents of MOS transistors), then the current at the mirror output is given by the ratio of the reference potential VBG to the resistance of the resistor R-0. Thus, the values of the signals VI are easily calculated and quite stable because dependent on a resistance ratio; in general, they will be selected equispaced from the ground potential GND and the supply potential VDD. Figure 7 shows a circuit diagram of the biasing section BIAS. The section BIAS is input the reference potential VBG and outputs the bias signals VG for the section PROC. As shown in Figure 7, three bias signals are generated, VG-0, VG-1, VG-2, and the section BIAS is only formed of transistors of the MOS type. The section BIAS includes an N-channel transistor N8 which receives the potential VBG on its control terminal, and has its source terminal connected to the ground potential GND and its drain terminal connected to the input of a first current mirror formed of two P-channel transistors P9 and P10 and being locked up to the potential VDD. The output of this first current mirror is connected to the control terminal of an N-channel transistor N6 and to the drain terminal of an N-channel transistor N7 having its source terminal connected to the potential GND. The source terminal of the transistor N6 is connected to the control terminal of the transistor N7 and to the source terminal of a P-channel transistor P8 having control and drain terminals connected together and to the potential GND, and a substrate terminal connected to the source terminal to prevent any body effect. The drain terminal of the transistor N6 is connected to the input of a second current mirror formed of two P-channel transistors P3 and P4 and being locked up to the potential VDD. The output of this second mirror is connected to the source and substrate terminals of a P-channel transistor P7 having its drain terminal connected to the potential GND. The output of the second mirror is also connected to the control terminal of an N-channel transistor N5 having its source terminal connected to the potential GND. The control terminal of the transistor P7 is connected to the control terminals of an N-channel transistor N4 having its source terminal connected to the potential GND and of an N-channel transistor N2 having its source terminal connected to the potential GND. The drain terminal of the transistor N5 is connected to the input of a third current mirror with a double output which is formed of P-channel transistors P2, P5, P6 and locked up to the potential VDD; a first output of this third mirror is connected to the drain and control terminals of the transistor N4, and the second output of this third mirror is connected to the drain and control terminals of an N-channel transistor N3 having its source terminal connected to the potential GND. The control terminal of the transistor N3 is connected to the control terminal of an N-channel transistor N1 having its source terminal connected to the drain terminal of the transistor N2. The drain terminal of the transistor N1 is connected to the drain and control terminals of a P-channel transistor P1 having its source terminal connected to the potential VDD. The signals VG-0, VG-1, VG-2 correspond to the potential (as related to the potential GND) of the control terminals of the transistors P1, N1, N2, respectively. The signal VG-2 determines the bias current of the differential transconductor circuits of the circuits MF, and has a value substantially equal to the sum of a first voltage proportional to the potential VBG and a second voltage proportional to the threshold voltage of the N-channel MOS transistors. The value of the signal VG-1 is of no great importance, provided that it can, under all conditions, hold the transistors it is driving within their saturation range. Relatively unimportant is also the value of the signal VG-0; in fact, a consideration of the transistor P1 and the transistors G-0,..., G-N of the various circuits RE reveals that these form N current mirrors all of which are input the same current, i.e. the current which is flowing through the two transistors N1 and N2. Thus, the important proportional relationship between the current of the two differential transconductor circuits of the circuits MF and the current of the MOS transistor of the circuit RE will be ensured by that the signals VG-1 and VG-2 are supplied both to the control terminals of the transistors N1, N2 and to the control terminals of the transistors which make up the current generators of the differential transconductor circuits. The processor FUZ just described has an input-output characteristic which is compensated for temperature and absolute variations in the process parameters, this being achieved by the use of a single reference signal, namely the reference potential VBG. Intuitively, this may be justified by the inputs AI and outputs AO being adapted to handle voltage signals; furthermore, the programming signals PP and bias signals VG also are voltage signals. In addition, the fact that the inputs AI and outputs AO handle voltages makes for easier cascade interconnection of several processors. That the reference signal must be a voltage one is an advantage because stable potentials are much easier to generate than stable currents. It will be appreciated that, for the purpose of providing compensation, it is necessary that the membership function "breakdown" points (in the example shown, the corners of the trapezoid) be kept at fixed points of the input range. It will be apparent, therefore, that if the input voltage values at which the rules become active are not constant, variations are bound to occur in the input-output characteristic of the processor. In the example shown, for this condition to be met, it is necessary that the bias current for the transconductor circuits of the circuit MF be steadily proportional to the common factor k' of the N-channel MOS transistors, and that the current generated by the P-channel MOS transistor of the circuit RE be steadily proportional, i.e. tied by a steady factor of proportionality, to that bias current. Furthermore, this factor should be less than unity. With this bias current being generated by a transistor of the N-channel MOS type, the voltage VGS of that transistor is required to be proportional to the sum of a voltage which is stable from all aspects, such as the voltage at the output of a bangap generator, and a voltage proportional to its threshold voltage. Where programmability of the processor is sought, it is further necessary that the programming voltage signals be also stable from all aspects, if the input-output characteristic is to be compensated. This can be achieved by extracting such signals from the output of a bandgap type of generator. A highly interesting feature of this processor is that, if a supply potential VDD (which usually is not stable) is used to generate the reference potential VBG and passed to a voltage divider (e.g., a resistive one in view of the division ratio being eminently controllable and constant), the input-output characteristic would closely retain its shape as the supply potential varies. Where the input signals and output signals are to be tied to the supply potential, the absolute variations would be null relative variations; this is, in fact, no rare occurrence. More generally, if a signal is provided which indicates the width of the variation range of the input signals, and which varies linearly with that width, then the signal can be used to generate the potential VBG which controls in a linear fashion the "size" of the input-output characteristic of the processor, and as a result, the width of the variation range of the output signals as well. Thus, a processor can be provided which is compensated for such variations in width.

Claims: An analog and parallelly operating processor (FUZ) of the fuzzy type, being provided with a set (AI) of analog voltage inputs and a set (AO) of analog voltage outputs, and comprising a. an analog processing section (PROC) which comprises circuit blocks (MF, RE, OTA) for each rule, said circuit blocks being connected together in parallel input wise and output wise, each circuit block receiving programming signals (PP) for establishing the desired membership function (established in MF), and for determining the weight of the rule evaluated (in RE) within the circuit block relative to the output (determined in OTA); and comprising b. a storage section (MEM) which has a plurality of inputs which receive supply voltage signals (VI), and a plurality of outputs to supply programming signals (PP), and which comprises a plurality of controlled switches (SW) equal in number to the product of the number of supply voltage signals (VI) and the programming signals (PP), and comprises a corresponding plurality of storage elements (E) having outputs respectively connected to the control terminals of said controlled switches; and comprising c. a voltage supply section (AL) receiving a stable reference potential (VBG) and adapted to generate said supply voltage signals (VI). A processor according to Claim 1, wherein said storage section (MEM) comprises, for each controlled switch (SW), a storage element (E) having an output respectively connected to said controlled switch, and is adapted to output, in connection with the contents of said storage element (E) and through said switch (SW), one of said supply signals (VI) as the programming signal (PP). A processor according to Claim 2, wherein said storage element (E) comprises a respective flip-flop connected into at least one shift register. A processor according to Claim 2, wherein said storage element (E) comprise a memory cell connected into a memory matrix. A processor according to Claim 1, wherein said voltage supply section (AL) comprises: a) a voltage divider (R-0...R-K) having a plurality of intermediate taps (VI-0....VI-K) from which said plurality of supply voltage signals (VI) are provided; b) a current mirror effective to bias said divider (R-0...R-K) ; c) a transistor (DR) effective to drive said mirror; and d) a comparator having a first signal input coupled to said stable reference potential (VBG), a second signal input coupled to one (VI-0) of said intermediate taps, and an output coupled to the control terminal of said transistor (DR). A processor according to Claim 5, wherein said stable reference potential (VBG) is extracted by division from a signal indicating the width of the variation range of the input or output signals, in particular from a supply potential (VDD). A processor according to Claim 1, wherein said processing section (PROC) comprises at least a plurality of rule blocks having outputs (O-0...O-N) which are coupled together and to said at least one output (AO), each rule block comprising: a) at least one fuzzyfier circuit (MF) respectively coupled to said at least one input (AI); b) an evaluation circuit (RE) coupled to the output of said at least one fuzzyfier circuit (MF); and c) a defuzzyfier circuit (OTA) coupled to the output of said evaluation circuit (RE) and having its output coupled to the output of the rule block. A processor according to Claim 7, wherein said defuzzyfier circuit (OTA) basically comprises a tranconductance type of operational amplifier having a current output connected to the output (O-0) of said defuzzyfier circuit (OTA), a first signal input (LS-0) receiving a programming voltage signal (PP-2) from said storage section (MEM), a second signal input (LD-0) coupled to its output (O-0), and a control input (IG-0) coupled to the output of said evaluation circuit (RE). A processor according to Claim 7, wherein said evaluation circuit (RE) basically comprises a transistor (G-0) of the MOS type having its source terminal coupled to either a supply (VDD) or ground (GND) potential reference, its control terminal coupled to said biasing section (BIAS), and its drain terminal coupled to a summing node (SN), said summing node (SN) being coupled to the output of said at least one fuzzyfier circuit (MF), and said node (SN) being further coupled to the output of said evaluation circuit (RE) via a unidirectional conduction circuit element (D-0). A processor according to Claim 7, wherein said fuzzyfier circuit (MF) basically comprises two differential transconductor circuits being substantially identical with each other and having mutually complementary current outputs, and each having a first signal input, a second signal input, and at least one control input for controlling the circuit bias current, said first inputs being coupled together and to said at least one input (AI), said second inputs respectively receiving two programming voltage signals (PP-0,PP-1)) from said storage section (MEM), said control inputs being coupled together and to said biasing section (BIAS), and said outputs being coupled together and to the output of said fuzzyfier circuit (MF).

Inventors: BRUNO DARIO, FRANCHI ELEONORA, MANARESI NICOLO, POLUZZI RINALDO, BRUNO, DARIO, FRANCHI, ELEONORA, MANARESI, NICOLO, POLUZZI, RINALDO
Applicants: CONS RIC MICROELETTRONICA, ST MICROELECTRONICS SRL, CO.RI.M.ME. CONSORZIO PER LA RICERCA SULLA MICROELETTRONICA NEL MEZZOGIORNO, STMICROELECTRONICS S.R.L.
Application year: 1995
Main classification: G06G7
IPC codes: G06N7, G05F3