166 results about "Training program" patented technology

The invention relates to the technical field of biomedicine, and discloses a female private rehabilitation training system integrating a breathing method and neural motor control, and the system comprises a data collection module which is used for collecting physiological data of a user; the personalized training scheme generation module is used for generating a personalized nerve-muscle-fascia training scheme; the nerve-muscle synchronous resonance training module is used for constructing a time sequence matching model and generating an adaptive training dynamic control instruction; the space-time adaptability training module is used for adjusting training duration, intensity and stimulation frequency; the multi-dimensional nerve-muscle feedback fusion module is used for constructing a feedback response model; and the fascia synchronous activation and relaxation module is used for coordinating the tension relationship between the fascia and the muscle system. According to the method, feature matching is carried out on an electric activation heat map matrix through the convolutional neural network, analysis of a myoelectricity response state transition probability is carried out in combination with a hidden Markov model, and stimulation parameters and respiratory rhythm are optimized in real time according to a training process.

The invention belongs to the technical field of artificial intelligence, and discloses an operation behavior characteristic-driven rehabilitation training effect dynamic evaluation method, which comprises the following steps of: extracting compensatory behavior characteristics and recessive behavior mode characteristics by acquiring multi-dimensional operation behavior data and physiological sensor data of a patient on a simulated driving device; and constructing a behavior pattern migration feature set. And calculating a behavior pattern migration index based on the compensatory behavior characteristics in the characteristic set, and accurately identifying the progressive transformation process of the patient from the compensatory behavior to the normal behavior. Further constructing a rehabilitation capability dynamic evaluation model, generating a real-time rehabilitation capability score, dynamically adjusting the complexity of a simulated driving scene, collecting adaptive behavior data, constructing a behavior mode migration trend curve and a rehabilitation effect prediction model, and realizing closed-loop optimization of a personalized training scheme. According to the method, subjectivity and static limitation of traditional rehabilitation evaluation are broken through, and the accuracy and effectiveness of neural rehabilitation are remarkably improved.

The invention relates to the technical field of medical health and artificial intelligence, in particular to a system and method for improving the cognitive function of old people based on emotion voice perception training. Comprises: a voice stimulation presentation module for controlling playing of target voice stimulation and masking voice; the training program control module is used for controlling and adjusting the voice stimulation presentation module; the reaction collection module collects the reaction of the patient and outputs the reaction to the feedback and enhancement module; the feedback and strengthening module is used for providing training feedback according to the input of the reaction acquisition module; the data processing and evaluation module is used for processing the input of the feedback and enhancement module; and the user interface and visualization module is used for providing operation and result display for patients and researchers. According to the method, emotional voice perception training and voice recognition training in a noise environment are combined for the first time, a comprehensive cognitive intervention mode based on acoustic signal processing and emotional rhythm recognition is established, and the limitation that a traditional cognitive training visual channel is poor in dependence and migration effect is broken through.

Provided are a multi-parameter group biofeedback training method, apparatus, and system, and a storage medium. The method includes: receiving a predetermined training program and a predetermined training prescription that are set in a training management module, the training program being a combination of individual trainings, and the training prescription being a combination of long-term, time-sequenced phased trainings or training programs; and presenting the training scenario to a subject based on the training or the training prescription to execute the training, and collecting in real-time physiological data and / or target indicator data selected for the training. The training prescription includes predetermined training programs for a plurality of phases and a transition rule between the training programs for the plurality of phases. The training program includes one or more training tasks in a predetermined execution sequence. Each training task has a corresponding training scenario.

1. Name of the product in this design: Computer with graphical interface and training program (Dynaxis). 2. The purpose of this design product is for program operation and the operation of training programs provided by therapists to patients. 3. The key design feature of this product is its graphical user interface. 4. The image or photograph that best illustrates the design points: Change state diagram 1. 5. If the design points are not involved, omit the rear view; if the design points are not involved, omit the left view; if the design points are not involved, omit the right view; if the design points are not involved, omit the top view; if the design points are not involved, omit the bottom view. 6. The purpose of a graphical user interface is to enable program execution. 7. Human-computer interaction method of graphical user interface: Main view: The displayed graphical user interface is the login interface; Change state diagram 1: The displayed graphical user interface is the main interface of the system after successfully logging in by entering the device account and password in the main view; Change state diagram 2: The displayed graphical user interface is the prompt interface of the current training task when the start button in the plan bar is clicked in Change state diagram 1.

The systems and methods described herein present a virtual coach and / or real-time modified workout that tailors, in real-time (or near real-time), an ongoing workout as the user progresses through different segments of the workout. For example, a workout system may guide, prompt, or otherwise cause a user to experience different branches or paths of an overall workout based on their needs, interest, or performance (e.g., metrics captured by sensors) during the workout and / or during an overall training program or plan. Further, the workout system may modify voice instructions presented to the user during a workout, such as when the user progresses between workout segments.

A non-transitory computer-readable recording medium stores therein a training program that causes a computer to execute a process including first inputting a first image capturing a target compound to an encoder of an auto-encoder including a latent space that is isometric with respect to an input space, second inputting a latent variable output by the encoder and a typical compound model corresponding to a typical case of a three-dimensional structure of the target compound to a decoder of the auto-encoder, and updating parameters of the encoder and the decoder, based on a reconfiguration error between a second image reconfigured based on an output of the encoder and the first image.

The invention provides a neural feedback training scheme automatic screening and effect suggestion method. The method comprises the following steps: acquiring biological data of a testee by using a brain wave collection device; wherein the brain wave collecting device comprises a household brain wave collecting device; transmitting the biological data to a brainwave database of a remote cloud system through a network; the brain wave database converts the biological data into a corresponding training parameter suggestion; and remotely feeding back the training parameter suggestions to a neural feedback training module for the testee to perform heart and brain training. Therefore, suggested training parameters are provided through a software interface, and superior and inferior brain area networks, digital therapy suggested training schemes and related health education are arranged, so that the effects of long-distance feedback and improvement of cognitive competence by brain training at home are achieved.

The invention discloses a physical fitness assessment index dynamic generation method oriented to a military training outline, and aims to solve the problem that existing military physical fitness assessment indexes are static and uniform and cannot adapt to individual differences and real-time states. The method comprises the following steps: carrying out digital analysis on a military training outline to extract a benchmark assessment index; acquiring and constructing individual feature vectors and real-time state data streams of soldiers; on the basis of an adjustment factor calculation model, a dynamic adjustment factor is calculated by fusing the outline benchmark, the individual features and the real-time state data; adjusting a reference index by using the factor, applying a safety boundary constraint, and generating a personalized dynamic assessment index set; and performing index fine adjustment and recording feedback according to real-time data in the assessment process. According to the method, the conversion of the assessment indexes from static unification to dynamic individuation is realized, the scientificity, fairness and safety of assessment are improved, and a continuously optimized closed loop is formed.

Methods and systems for generating physiological metrics for display on a computing device are disclosed herein. In some implementations, an exemplary system comprises a torso wearable device including a wireless transmitter and a sensor, and non-transitory computer-readable media (CRM). The CRM, when executed by a computing device in communication with the wireless transmitter, can perform operations comprising: receiving the input signals representing respiration of the user; displaying a graphical user interface to the user; receiving one or more user inputs associated with a desired metric; displaying on the graphical user interface a first visualization corresponding to the desired metric; and displaying on the graphical user interface a second visualization corresponding to a physiological metric based on the input signals generated from the sensor. The second visualization can change in real time based on real time angular displacement of the sensor in response to the respiration of the user.

This invention provides a method and system for training and evaluating pilots' cognitive abilities, relating to the fields of cognitive science and computer-aided training technology. Based on a training and evaluation system integrating personnel management, evaluation management, and training management, it completes a phased cycle of initial assessment, competency training, periodic assessment, and targeted training. The system collects operational data and adaptively adjusts training difficulty based on difficulty parameters, allowing assessment results to directly drive training program configuration. Furthermore, through the fusion analysis of multiple rounds of assessment and training data, it generates a digital profile of cognitive competence, achieving precise quantification and continuous improvement of pilots' cognitive abilities. The training effects of this invention can be transferred to real-world mission scenarios, making it suitable for large-scale application.

We provide the system. [Solution] A means of entering candidate information, A means of analyzing the entered candidate information to identify the candidate's skill set and career path, A means for generating customized interview questions based on analyzed information, A method for generating a follow-up email to send after the interview, A means of collecting feedback from interviewers and updating the interviewer training program, A system that includes this.

The invention discloses a video-based omni-directional remote rehabilitation training system, a video-based omni-directional remote rehabilitation training method and a medium, which are characterized in that a digital standardized training video library classified according to four stages of PT physical therapy is established, and more than 700 digital standardized training videos such as joint activity, balance training, gait correction and the like are covered; it is ensured that the training content is scientific and covers the whole period and all directions of rehabilitation training; rehabilitators generate personalized training schemes in combination with rehabilitation scene types (hospitalization / home / community / old-age care institutions) and clinical data and in combination with remote video evaluation of the rehabilitators, and training requirements in different environments are met. By capturing actions of limb joint angles, joint point motion trails and muscle force changes, a training action deviation rate is calculated and is fed back and output to a rehabilitation teacher in a grading manner, so that the training standardability is remarkably improved; rehabilitators can manage multiple patients online at the same time, remotely check training percentage data, adjust schemes and generate rehabilitation notes, and efficient, accurate and personalized rehabilitation guidance services are provided for the patients.

Methods and systems for generating customized, data-driven training plans are disclosed herein. In some implementations, an exemplary system comprises a torso wearable device including a wireless transmitter and a sensor, and non-transitory computer-readable media (CRM). The CRM, when executed by a computing device in communication with the wireless transmitter, can perform operations comprising: receiving input signals representing respiration of a user, generating a first score, a second score, and a third score based on the input signals, selecting one of a first plurality of training sets based on the first score, selecting one of a second plurality of training sets based on the second score, selecting one of a third plurality of training sets based on the third score, and generating a training plan comprising a permutation of one or more of each of the selected ones of the first, second, and third pluralities of training sets.

A system is provided.SOLUTION: A system comprising: means for collecting performance data of an athlete; means for performing a biomechanical analysis to identify abnormal movements and loads; means for suggesting a personalized training program based on the analysis; and means for providing real-time advice and care to the athlete.SELECTED DRAWING: Figure 1

Provided is a training system comprising a processing unit for the reinforcement training of an agent that controls an object to be controlled, wherein the processing unit repeatedly executes steps up to updating a policy as evaluation steps on the basis of remuneration obtained by the agent in a prescribed state by executing a prescribed action in a prescribed environment, the updating of the evaluation steps being defined as event-driven, where a transition of the object being controlled from a first environment state to a predefined second environment state when the agent executes a prescribed action is employed as an event.

The invention discloses an autism spectrum disorder language rehabilitation training device with interaction ability, which comprises a data processor, loudspeaker modules symmetrically distributed on two sides of an image display screen arranged on the outer wall of the data processor and used for playing audios, and microphone modules arranged below the loudspeaker modules and used for collecting external voice information; a storage box is arranged below the microphone module and used for installing keys. A monitoring probe, a liquid storage tank and a snack box are arranged at the top of the data processor. According to the device, the language understanding and language expression ability of children can be improved through voice, picture and video communication strategies of different levels, forms and scenes, man-machine back-and-forth dialogue training and a way for providing guardians or doctors to remotely observe the states of the children and interactively communicate with the children; and on the basis of language training, the capabilities of concentration, hand-eye coordination, music perception and execution and the like of the children can be further improved, the mood of the children is relaxed, and the learning interest of the children is improved by performing real-time positive feedback on training items of the children.

An object of the system according to the embodiment is to reproduce a specific game situation and provide an effective practice program.SOLUTION: A system according to an embodiment includes a game situation reproducer, a practice program generator, and a feedback provider. The game state reproducing section reproduces the specific game state based on the past game AI or simulation. The practice program generation unit generates an appropriate practice program based on the game situation reproduced by the game situation reproduction unit. The feedback providing unit analyzes an execution result of the practice program generated by the practice program generating unit and provides feedback to the user.SELECTED DRAWING: Figure 1

The system according to the embodiment aims to maximize the potential of AI through standardization of AI skills and training of experts.SOLUTION: A system includes a qualification setting part, a training program development part, and a visualization system construction part. The qualifications setting component sets de facto standard qualifications for AI skills. The training program developer develops an expert training program for acquiring the qualifications set by the qualification setter. A visualization system construction part constructs a system for visualizing the ability of a qualified expert.SELECTED DRAWING: Figure 1

A system obtains a first portion of real-time medical video data and creates first training data using the first portion of real-time medical video data. The system trains a machine learning model for a pretext task based on the first training data, using a training program of a computer. The system obtains a second portion of the real-time medical video data and replaces, in a memory of the computer, at least a subset the first portion of the real-time medical video data with the second portion of the real-time medical video data. The memory is accessible only by the training program. The system creates second training data for the pretext task using the second portion of the real-time medical video data and trains the machine learning model for the pretext task based on the second training data, using the training program of the computer.

Provide a system. 【Solution means】 Means for evaluating the ability level of each employee by collecting the past work performance data and learning history of the employees, Means for automatically generating a training course suitable for the employee based on the generated evaluation result, Means for providing a training course implemented for the employee in a virtual reality environment, Means for monitoring the implementation result in the virtual reality environment in real time and providing an immediate response to the employee, Means for analyzing the implementation result of the employee after the implementation in the virtual reality environment and reporting the result, Means for generating an individual training program for improving the skills of the operation of industrial equipment and making it executable in a virtual environment, Means for providing a function for the operator to safely practice the operation of industrial equipment in a virtual reality environment, A system including.

According to various embodiments, the electronic device may include a communication module for communicating with at least one external electronic device, a memory for storing at least one app, and a processor operatively connected to the communication module and the memory. The processor may activate an exercise management app (e.g., a home gym app) stored in the memory, and in response to the execution of the at least one app, check whether exercise-related content has been executed based on the activated exercise management app; if the exercise-related content has been executed, display an object for executing a training program through the exercise management app; in response to user input regarding the object, automatically connect to the at least one external electronic device via the communication module, configure a training program screen in which the exercise-related content and the exercise-related information are integrated based on at least one exercise-related information obtained from the at least one external electronic device, and display the training program screen via the at least one external electronic device. Various other embodiments may be possible.

The present invention relates to a device and method for supporting optimal control of an injection molding machine to suppress the generation of hazardous gases in the injection molding machine. More specifically, by applying the Taguchi Method, gas collection data is used as a characteristic value, a signal-to-noise ratio (SNR) of the characteristic value is obtained according to a feature vector of control parameters, and a model for predicting the SNR using the feature vector is prepared. Among a plurality of control parameter data to be used in the process, optimal control parameter data is recommended according to the SNR predicted by the model, and is then applied to the process performance of the injection molding machine, thereby minimizing variations in gas generation and reducing the total amount of gas produced, such that the generated gas can be stably purified before discharge. This technology was developed as part of the Regional Intelligence Innovation Talent Training Program, supported by the Institute for Information & Communication Technology Planning & Evaluation and with funding from the Ministry of Science and ICT, Republic of Korea (RS-2024-00436765).

The invention provides a medium configuration recommendation method and device for a training scheme, electronic equipment and a storage medium. The method comprises the steps of obtaining a historical training scheme number of a first user; determining whether the historical training scheme number is greater than or equal to a minimum training frequency threshold; if yes, determining comprehensive historical medium configuration of the first user according to the medium configuration of each first historical training scheme, and determining the comprehensive historical medium configuration as reference medium configuration; if not, acquiring medium configuration of each second historical training scheme in second historical training schemes trained by at least one second user, and determining cold start medium configuration of the first user according to the medium configuration of each first historical training scheme and the medium configuration of each second historical training scheme, and determining the cold start media configuration as a reference media configuration; and according to the reference medium configuration, recommending a target medium configuration of a target training scheme of the first user for the target course theme.

The present application provides a personalized program recommendation method, system, device and medium for aphasia, which relates to the field of medical information processing technology, including obtaining current hypothesis information; the current hypothesis information includes: a current evaluation node obtained based on a hypothesis verification method; executing an evaluation process corresponding to the current evaluation node on the target patient to obtain an evaluation result; locating the target damaged node of the target patient based on the evaluation result; improving the accuracy and efficiency of the evaluation; predicting the damaged language module based on all the target damaged nodes, constructing a personalized training program, and improving the pertinence and training effect of the training.

Provide a system. 【Solution means】 Means for collecting environmental data from a plurality of data sources related to a group, Means for integrating the collected environmental data and complementing or deleting missing values and inaccurate data, Means for performing analysis to identify trends and patterns using the integrated data, Means for constructing a model for predicting future environmental risks based on the analysis results, Means for creating proposals for supporting strategic decision-making based on the prediction model, Means for displaying the generated proposals on an information display device and transmitting information to users, Means for automating part of the activity process, Means for continuously monitoring the operating status of the system and updating the system to comply with the latest technologies and regulations, Means for providing a training program aimed at improving the technical understanding of users, A system including means for providing information to visualize energy consumption and environmental management at the city level to citizens.

Systems and methods for predicting / optimizing physical performance including: receiving a selection of one or more individual performance parameters for a future instance of an event, the individual performance parameters indicative of a desired physical performance; receiving a selection of one or more team performance parameters, the team performance parameters indicative of a physical performance of a team; collecting data related to the individual performance parameters and the team performance parameters from past occurrences of the particular event; identifying a subset of training parameters, from within a collection of training parameter data associated with past occurrences; and providing a training program.

This invention provides a distribution network operation control system and method based on VR command and training, belonging to the field of distribution network operation control technology. To address the technical problem of the single dimension of fault behavior simulation in existing VR power operation training programs, a multi-source fault hybrid dynamic generation module is used to generate multi-source fault and cascading fault scenarios containing non-deterministic combined responses. A multi-source information conflict comprehensive judgment module presents trainees with an incomplete and non-absolutely reliable master station information interface, allowing trainees to perform multi-source information conflict comprehensive judgment. A multi-role command and collaborative interaction module allows AI characters to interact with trainees through scheduling dialogue; the AI ​​characters proactively issue violation commands, which trainees then perform command recognition, safety regulation verification, and correction operations. This invention is applied to distribution network operation interactive control.

A computer-implemented method for analyzing sport performance metrics and providing training feedback includes receiving play data for a plurality of users participating in a sporting activity; determining a statistical distribution of the performance metrics categorized by an ability level of each user; and receiving data indicating participation of the first user in the sporting activity. The server then determines a performance metric for the first user based on the received data and compares the performance metric to the statistical distribution of other users having a similar ability level as the first user. The server then identifies a deficient performance metric and transmits, to the user, a training program configured to improve the deficient performance metric.

To provide a system for providing an environment in which a worker having various backgrounds such as an aged person, a young person, and a foreigner learns a skill for appropriately working and is adapted.SOLUTION: This system is provided with a means for collecting individual profile information of a user, a means for diagnosing the skill of the user based on the profile information, a means for generating a training program customized to the user based on the result of the diagnosis of the skill, a means for providing the generated training program to the user, a means for providing language and cultural adaptation training programs to users having different cultural backgrounds, a means for proposing a flexible working environment based on the desire of the working style of the user, a means for managing job offer information of a company, and a means for matching the skill and desire of the user with the job offer information.SELECTED DRAWING: Figure 1