Embodied Cognitive Training With Adaptive Dual-Task Difficulty
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Solution Overview
Problem
Existing cognitive training and physical fitness approaches do not effectively integrate cognitive and physical performance, failing to enhance cognitive control abilities directly.
Innovation Solution
A method involving an embodied cognitive task with both cognitive and physical components, where performance is assessed and the task difficulty is adapted based on individual performance, using a combination of video games, motion capture devices, and neural activity monitoring to enhance cognitive control.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Adaptability or versatility
If cognitive training and physical fitness training are conducted separately, then each training type can be optimized independently, but the integration of cognitive and physical performance enhancement is insufficient
Solution Approach 1:
The patent combines cognitive training tasks with physical exercise activities into a unified system. The cognitive component presents mental challenges while the physical component requires bodily movement, and both are integrated within a single training program that adapts based on performance in both domains simultaneously.
Solution Approach 2:
The training system serves multiple functions: it delivers cognitive challenges, physical exercise instructions, performance monitoring, and adaptive difficulty adjustment all through a single platform. The embodied cognitive task framework allows one system to address both mental and physical training needs.
2Reliability
If fixed difficulty level tasks are used, then the training program is simple to implement, but the training effectiveness is reduced due to lack of adaptation to individual performance
Solution Approach 1:
The patent implements dynamic difficulty adjustment where the task difficulty level changes based on real-time performance feedback. The system monitors performance metrics and automatically adapts the difficulty of subsequent cognitive and physical tasks to maintain optimal challenge levels for each individual trainee.
Solution Approach 2:
The system incorporates performance assessment and feedback mechanisms that evaluate trainee performance on both cognitive and physical components, then use this feedback to adjust task difficulty. This closed-loop feedback system ensures training remains appropriately challenging and effective.
3Reliability
If embodied cognitive tasks with both cognitive and physical components are implemented, then cognitive control abilities are enhanced through integration, but the task design and implementation complexity increases
Solution Approach 1:
The embodied cognitive tasks are segmented into distinct cognitive components and physical components. This segmentation allows for independent design and optimization of each component while maintaining their integrated delivery within the unified training framework.
Data Source
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AI summary
Provided are methods that include presenting to a subject an embodied cognitive task that includes a cognitive component and a physical component. The methods further include assessing the subject's performance on each of the cognitive component and the physical component, and adapting the difficulty level of the embodied cognitive task based on the subject's performance on each of the cognitive component and the physical component. In certain aspects, the methods find use in enhancing cognition, physical fitness, or both, in a subject. Also provided are methods of treating and diagnosing cognitive disorders. Systems and computer readable media for practicing the methods of the present disclosure are also provided.