861results about How to "Effective training" patented technology

An apparatus comprising a session file, session file editor, annotation window, concatenation software and training software. The session file includes one or more audio files and text associated with each audio file segment. The session file editor displays text and provides text selection capability and plays back audio. The annotation window operably associated with the session file editor supports user modification of the selected text, the annotation window saves modified text corresponding to the selected text from the session file editor and audio associated with the modified text. The concatenation software concatenates modified text and audio associated therewith for two or more instances of the selected text. The training software trains a speech user profile using a concatenated file formed by the concatenating software. The session file may have original audio associated with the selected text, wherein the apparatus further comprises software for substituting the modified text for the selected text. In some embodiments, the concatenation software concatenates modified text and audio associated therewith for two or more instances of the selected text. In some embodiments, the training software trains a speech user profile using a concatenated file formed by the concatenating software.

The present invention relates to methods and systems for monitoring and controlling the status of humans or animals, in particular relating to both the physical and the arousal status of an individual human or animal. These methods and systems rely on a dynamic and adaptive data-based on-line modelling technique wherein information on bioprocess inputs and outputs is measured in real-time and the model predicts an output based on the bioprocess input. The provided methods are particularly useful to monitor and/or control processes in which performance is important.

A multilayered cell culture apparatus for the culturing of cells is disclosed. The cell culture apparatus is defined as an integral structure having a plurality of cell culture chambers in combination with tracheal space(s). The body of the apparatus has imparted therein gas permeable membranes in combination with tracheal spaces that will allow the free flow of gases between the cell culture chambers and the external environment. The flask body. also includes an aperture that will allow access to the cell growth chambers by means of a needle or cannula. The size of the apparatus, and location of an optional neck and cap section, allows for its manipulation by standard automated assay equipment, further making the apparatus ideal for high throughput applications.

A system and method for use in moderating symptoms associated with vestibular disorders. The user stands atop a balance platform and balances or performs other exercises on the platform. The exercises require the user to work against the instability of the platform. Training difficulty may be increased or decreased by changing the pressure of the platform. Over time, the repeated performance of the exercise sessions improves the impairment the user is experiencing due to the symptoms of the vestibular disorder.

Provided is a device for improving the posture of a patient comprising a garment and a pair of tension straps. The garment is configured to tightly envelope the patient's torso and the patient's upper arms. The garment has an inner surface, a front side and a back side. The front side includes a chest portion. The back side includes a back portion. The garment defines opposing shoulder portions and a waist portion. The tension straps are releaseably securable to the back portion in diagonal relation to one another. Each one of the tension straps has opposed free ends that extend upwardly from the back portion to the chest portion and downwardly to the waist portion. The device includes viscoelastic pads releaseably mounted on the inner surface of the garment generally opposite the free ends and are configured to restrict movement of the free ends relative to the patient's skin.

The invention provides a named entity identification method capable of combining an attention mechanism and multi-target cooperative training. The method comprises the following steps that: (1) carrying out a preprocessing operation on training data, and through character hierarchy mapping, obtaining the character vector representation of a sentence; (2) inputting the character vector representation obtained in (1) into a bidirectional LSTM (Long Short Term Memory) network, and obtaining the character vector representation of each word; (3) through word hierarchy mapping, obtaining the word vector representation of each sentence; (4) through the attention mechanism, splitting the word vector representation obtained in (3) with the character vector representation obtained in (1), and transmitting into the bidirectional LSTM network to obtain the semantic characteristic vector of the sentence; and (5) aiming at the semantic characteristic vector obtained in (4), carrying out entity annotation on each word by a conditional random field, and decoding to obtain an entity tag.

Provided are an object recognition method and apparatus which determine an object of interest included in a recognition target image using a trained machine learning model and determine an area in which the object of interest is located in the recognition target image. The object recognition method based on weakly supervised learning, performed by an object recognition apparatus, includes extracting a plurality of feature maps from a training target image given classification results of objects of interest, generating an activation map for each of the objects of interest by accumulating the feature maps, calculating a representative value of each of the objects of interest by aggregating activation values included in a corresponding activation map, determining an error by comparing classification results determined using the representative value of each of the objects of interest with the given classification results and updating a CNN-based object recognition model by back-propagating the error.

To provide an acoustic model which can absorb the fluctuation of a phonemic environment in an interval longer than a syllable, with the number of parameters of the acoustic model suppressed to be small, a phoneme-connected syllable HMM/syllable-connected HMM set is generated in such a way that a phoneme-connected syllable HMM set corresponding to individual syllables is generated by combining phoneme HMMs. A preliminary experiment is conducted using the phoneme-connected syllable HMM set and training speech data. Any misrecognized syllable and the preceding syllable of the misrecognized syllable are checked using results of a preliminary experiment syllable label data. The combination between a correct answer syllable for the misrecognized syllable and the preceding syllable of the misrecognized syllable is extracted as a syllable connection. A syllable-connected HMM corresponding to this syllable connection is added into the phoneme-connected syllable HMM set. The resulting phoneme-connected syllable HMM set is trained using the training speech data and the syllable label data.

A garment for stimulation of a wearer's sensory motor system. The garment includes a main body portion that includes an anterior portion and a posterior portion and at least one sensory motor stimulation member associated with the main body portion. The garment is configured to be worn over at least a portion of the wearer's torso and is form-fitting when worn by the wearer. The at least one sensory motor stimulation member contacts the wearer's skin when the garment is worn and is fabricated of an elastomeric material that causes the garment to stimulate the cutaneous nerve receptors in the wearer's skin contacted by the at least one sensory motor stimulation member.

Provided is a multiwell plate for an easy liquid removal, wherein the mutiwell plate includes a well with at least one pore in the sidewall defining the well, and a method of analyzing a target material using the multiwell plate.

Computer-implemented method for enhancing cognitive ability of a participant using multiple object tracking. One or more images are provided and are available for visual presentation to the participant. A plurality of images based on the one or more images are visually presented, including multiple target images and multiple distracter images, where each of the target images is graphically indicated for a first time period, and then each of the images is moved for a second time period during which the graphically indicating is not performed. The participant is then required to select the target images from the plurality of images, and a determination is made regarding the selection's correctness/incorrectness. The visually presenting, requiring, and determining are repeated one or more times in an iterative manner to improve the participant's cognition. The stimulus intensity may be adjusted each iteration based on the participant's response. Assessments may be performed.

The present disclosure includes methods and systems for generating modified digital images utilizing a neural network that includes a rendering layer. In particular, the disclosed systems and methods can train a neural network to decompose an input digital image into intrinsic physical properties (e.g., such as material, illumination, and shape). Moreover, the systems and methods can substitute one of the intrinsic physical properties for a target property (e.g., a modified material, illumination, or shape). The systems and methods can utilize a rendering layer trained to synthesize a digital image to generate a modified digital image based on the target property and the remaining (unsubstituted) intrinsic physical properties. Systems and methods can increase the accuracy of modified digital images by generating modified digital images that realistically reflect a confluence of intrinsic physical properties of an input digital image and target (i.e., modified) properties.

Systems, methods and computer program products for image recognition in which instructions are executable by a processor to dynamically generate simulated documents and corresponding images, which are then used to train a fully convolutional neural network. A plurality of document components are provided, and the processor selects subsets of the document components. The document components in each subset are used to dynamically generate a corresponding simulated document and a simulated document image. The convolutional neural network processes the simulated document image to produce a recognition output. Information corresponding to the document components from which the image was generated is used as an expected output. The recognition output and expected output are compared, and weights of the convolutional neural network are adjusted based on the differences between them.

Computer-implemented method for enhancing cognitive ability of a participant using guided eye movements. Multiple graphical elements are provided for visual presentation to the participant, each having a value. A temporal sequence of at least two of the graphical elements are visually presented at a specified stimulus intensity, e.g., duration or presentation time, including displaying the value of each graphical element at a respective position in a visual field for a specified duration, then ceasing to display the value. The participant is required to respond to the displayed values. A determination is made as to whether the participant responded correctly, and the stimulus intensity modified in response, e.g., using a maximum likelihood procedure. The visually presenting, requiring, determining, and modifying are repeated in an iterative manner to improve the participant's cognitive skills. Periodically, assessments of the participant's progress are performed, e.g., using the maximum likelihood procedure.

A garment for stimulation of a wearer's sensory motor system is disclosed. The garment includes a main body portion that includes an anterior portion and a posterior portion and at least one sensory motor stimulation member associated with the main body portion. The garment is configured to be worn over at least a portion of the wearer's torso and is form-fitting when worn by the wearer. The at least one sensory motor stimulation member contacts the wearer's skin when the garment is worn and is fabricated of an elastomeric material that causes the garment to stimulate the cutaneous nerve receptors in the wearer's skin contacted by the at least one sensory motor stimulation member.

A system includes a tire inspection station configured to inspect a tire of a tire wheel assembly. The tire inspection station includes a lifting assembly configured to lift and rotate a tire wheel assembly disposed in the tire inspection station, movable centering arms adjustably positionable to center a hub of a tire wheel assembly relative to the lifting assembly, and top and bottom camera assemblies configured to image sidewalls of the tire wheel assembly when it is lifted. The system further includes software configured to process images from the camera assemblies and display results of the processing. The system additionally includes a wheel inspection station comprising a camera. The system further includes software configured to process images from the camera to verify wheel properties.

In a first forward drive mode, at speeds of the vehicle lower than a predetermined speed, an electric traction motor (17) drives the wheels (12, 13) of the vehicle, while an internal-combustion engine (27) drives an electric generator (34) or rests. The generator charges an electric battery (38), or powers the traction motor, or both. In a second forward drive mode, at speeds of the vehicle higher than the predetermined speed, the engine drives the electric generator and the wheels of the vehicle, while the traction motor is not energized. In a third forward drive mode, at speeds of the vehicle higher than the predetermined speed, the traction motor, powered by the electric battery, together with the engine drive the wheels of the vehicle. In a reverse drive mode the traction motor alone drives the wheels of the vehicle. A clutch (32) selectively interrupts the power transmission between the engine and the wheels of the vehicle. The traction motor selectively operates as an electric braking generator, during speed retardation and braking of the vehicle, and charges the electric battery. A central electronic controller (46) controls and coordinates the operation of the clutch, traction motor, and engine for achieving high fuel efficiency at both city and highway operational conditions.

A clutch device which serves to connect the drive) of a motor vehicle with a multiple-speed shift transmission has, for this purpose, two friction clutches which can be engaged or disengaged independently from one another in that they are connected via their respective driven sides with a transmission input shaft. At least one of the friction clutches is in a working connection at its drive side with a driving member of a hydrodynamic clutch which can be activated at least under predetermined operating conditions of the drivetrain for transmitting torque introduced by the drive. At the same time, a driven member of the hydrodynamic clutch can be connected with one of the transmission input shafts.