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5572628 Training system for neural networks  
In order for neural network technology to make useful determinations of the identity of letters and numbers that are processed in real time at a postal service sorting center, it is necessary for...
5568591 Method and device using a neural network for classifying data  
Method and device having a neural network for classifying data, and verification device for signatures.The device includes a neural network with an input layer 3, an internal layer 4, and an output...
5566273 Supervised training of a neural network  
The present invention provides a system and method for supervised training of a neural network. A neural network architecture and training method is disclosed that is a modification of an ARTMAP...
5566275 Control method and apparatus using two neural networks  
A control method of controlling a controlled system according to the invention comprises the first step of inputting a current and future target controlled variable to a first neural network model...
5565364 Method for the analysis of a component of a medical sample  
A method for the analysis of a component of a medical sample with the aid of an autoanalyzer, in which the sample is reacted with a reagent system and a physically measurable quantity X resulting...
5563983 Learning system operated through a layered neural network  
The present invention predicts an output result in response to unknown input data using a layered neural network. For example, learning data collected in time series with rate of changes included...
5561741 Method of enhancing the performance of a neural network  
A method for enhancing the performance of an artificially intelligent system employing a neural network by proving an optimized training set for training the neural network. The optimized training...
5559929 Method of enhancing the selection of a training set for use in training of a neural network  
A method for enhancing the performance of an artificially intelligent system employing a neural network by proving an optimized training set for training the neural network. The optimized training...
5555439 Learning system and a learning pattern showing method for a neural network  
A neural network learning system using back propagation and a method of learning pattern showing are disclosed. In the case where a supervised signal contains an error or a pattern difficult to...
5555345 Learning method of neural network  
The present invention is a learning method of a neural network for identifying N category using a data set consisted of N categories, in which one learning sample is extracted from a learning...
5553196 Method for processing data using a neural network having a number of layers equal to an abstraction degree of the pattern to be processed  
There is provided a layer construction of neural layers according to the abstraction degree of data to be processed, and data is inputted to a neural layer corresponding to its abstraction degree.
5553195 Dynamic neural net  
An information processing system includes a feed-forward neural net that is functionally comprised of a plurality of interconnected neurons. At least a particular one of the neurons is operative to...
5546503 Apparatus for configuring neural network and pattern recognition apparatus using neural network  
In a neural network having neurons connected in a multi-layer, firstly, input signal sets are sequentially entered to statistically process the outputs of hidden neurons and determine the optimum...
5544280 Unipolar terminal-attractor based neural associative memory with adaptive threshold  
A unipolar terminal-attractor based neural associative memory (TABAM) system with adaptive threshold for perfect convergence is presented. By adaptively setting the threshold values for the dynamic...
5542005 Recognition unit and recognition apparatus  
A recognition apparatus is provided with a plurality of recognition units organized in a multilayered hierarchical structure. Each of the recognition units includes a signal input section, a...
5535301 Method for guessing the response of a physical system to an arbitrary input  
Stacked generalization is used to minimize the generalization errors of one or more generalizers acting on a known set of input values and output values representing a physical manifestation and a...
5535303 "Barometer" neuron for a neural network  
A "Barometer" Neuron enhances stability in a Neural Network System that, when used as a track-while-scan system, assigns sensor plots to predicted track positions in a plot/track association...
5535302 Method and apparatus for determining image affine flow using artifical neural system with simple cells and lie germs  
A method and apparatus is provided to determine image affine flow from time-varying imagery. The novel artificial neural computational system of a cortical hypercolumn comprising a plurality of...
5533169 Neural network system having dynamically reconfigurable connections  
A neural network system is provided that includes a network of neural operators pilot controlled by a control unit. The activities calculated by the operators are memorized in associated memory...
5528729 Neural network learning apparatus and learning method  
A neural network learning method firstly performs finding a linear operator which satisfies required conditions suited to the function for learning by using linear prediction, where the function...
5524178 Neural network learning system  
A neural network learning system is applied to extensive use in applications such as pattern and character recognizing operations, various controls, etc. The neural network learning system operates...
5524177 Learning of associative memory in form of neural network suitable for connectionist model  
The learning of an associative memory suitable for the connectionist model which can deal with the patterns having the non-random frequencies of the appearances or the non-random correlations. In...
5524086 Dipole parameter estimation method and apparatus  
A trained neural network is used, for estimating the number, positions or moments of one or more dipoles which are assumed as sources of the electromagnetic field distribution based upon an...
5524176 Fuzzy expert system learning network  
In the present invention, prior art techniques are extended to allow application of the backpropagation learning technique to artificial neural networks derived from fuzzy expert system rule-bases....
5522015 Neural network and learning method for linearly unseparable patterns  
A neural network has an input layer, a hidden layer, and an output layer. The neural network includes a lower neural network model composed of hidden layer neurons and input layer neurons for...
5519610 Control system for automatic transmissions with teaching and automatic modes using a neural network  
A control system for an automatic transmission, which can easily achieve a variety of shift patterns according to the taste of a driver and the road conditions. The control system includes: a...
5517597 Convolutional expert neural system (ConExNS)  
Based on the recognition that transfer functions of Boolean completeness can be expressed as a domain within a periodic function, an architecture of a artificial neuron which is fully generalized...
5517667 Neural network that does not require repetitive training  
A neural network, which may be implemented either in hardware or software, is constructed of neurons or neuron circuits each having only one significant processing element in the form of a...
5509103 Method of training neural networks used for speech recognition  
A speech-recognition system for recognizing isolated words includes pre-processing circuitry for performing analog-to-digital conversion and cepstral analysis, and a plurality of neural networks...
5504838 Neuron unit with error signal having components representing pulse densities  
A neuron unit processes a plurality of input signals and outputs an output signal which is indicative of a result of the processing. The neuron unit includes input lines for receiving the input...
5504780 Adaptive equalizer using self-learning neural network  
A channel equalizer is formed using a self-learning neural network. During a training period, the neural network is taught the channel response function. The network is then used to equalize...
5504839 Processor and processing element for use in a neural network  
A synaptic processor for use in a neural network produces a result signal in response to an input signal. The synaptic processor initializes an input expectation and receives an input signal. The...
5498943 Feedback control device  
A feedback control device at a certain control time, predicts a feedback quantity at the next control time on the basis of a feedback quantity fed back from a controlled object and then performs a...
5497448 Learning type waveform recognizer  
The invention is a learning type waveform recognizer that has a sequential signal extractor that extracts changes in the values of an input waveform signal at each point on the transition axis, a...
5495430 Process time estimating apparatus  
A process time estimating apparatus is disclosed for estimating the process time for manufacturing an object such as a metal die. The apparatus includes a process time estimating section, a process...
5493631 Stabilized adaptive neural network based control system  
A neural network based control system includes a nominal control system augmented by adaptive control such as a neuro-controller which generates additional compensating control signals based on...
5493688 Pattern categoritzation system having self-organizing analog fields  
Pattern categorization is provided by a self-organizing analog field/layer which learns many-to-many, analog spatiotemporal mappings. The field/layer employs a set of input nodes, each input node...
5491776 Signal processing apparatus and learning method therefor  
Mathematical calculation processing is executed at a high speed for an input signal of image information or the like. Weight coefficients corresponding to a DCT (discrete cosine transform) are set...
5490236 Method of assigning initial values of connection parameters to a multilayered neural network  
A generator in a back propagation type neural network having an input layer, an output layer and an intermediate layer coupled the input and output layers forms initial values for connection...
5487133 Distance calculating neural network classifier chip and system  
An adaptive distance calculating neural network classifier chip accepts high dimensionality input pattern vectors with up to 256 5-bit elements per vector and compares the input vector with up to...
5486999 Apparatus and method for categorizing health care utilization  
An apparatus and method for categorizing health care utilization provides an efficient aid in identifying patients who are seeking inappropriate care. The invention involves a computer system...
5485547 Recognition unit and recognizing and judging apparatus employing same  
A recognizing and judging apparatus includes a plurality of recognition units organized in a multi-layered hierarchical network structure. Some recognition units include a signal input section for...
5485545 Control method using neural networks and a voltage/reactive-power controller for a power system using the control method  
A neural network apparatus and method for use in applications such as in a voltage/reactive-power controller in which a neuro control-object simulator and a neuro controller pre-learn so as to make...
5485546 Discrimination and testing methods and apparatus employing adaptively changing network behavior based on spatial and heterocellular modification rules  
An apparatus for categorizing objects employs a neural network having a plurality of cells each having memory for storing a state variable, and a plurality of synaptic junctions connecting cells of...
5485548 Signal processing apparatus using a hierarchical neural network  
In a neural network configured of neuron model cells, each neuron model cell is adapted to hold an input signal when a forward process is performed and to hold an error signal inputted when a...
5479576 Neural network learning system inferring an input-output relationship from a set of given input and output samples  
A neural network learning system in which an input-output relationship is inferred. The system includes a probability density part for determining a probability density on a sum space of an input...
5479569 Intelligence information processing method  
An intelligence information processing system is composed of an associative memory and a serial processing-type computer. Input pattern information is associated with the associative memory, and...
5479570 Learning and recognition machine  
A learning and recognition machine has a major classification section for classifying an input pattern into a plurality of category groups and calculating a group belongingness to each category...
5479571 Neural node network and model, and method of teaching same  
The present invention is a fully connected feed forward network that includes at least one hidden layer 16. The hidden layer 16 includes nodes 20 in which the output of the node is fed back to that...
5479574 Method and apparatus for adaptive classification  
A neural network and method for pipeline operation within a neural network which permits rapid classification of input vectors provided thereto is disclosed. In a training mode, a plurality of...