Adaptive Memory Training System for Cognitive Wellness
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Solution Overview
Problem
Conventional memory aids and treatments for dementia, such as cholinesterase inhibitors, are not sufficiently personalized and invasive, leading to side effects that hinder social interaction and independence in individuals with declining cognitive abilities.
Innovation Solution
A computer-implemented software application for personalized memory recollection training that assesses users' cognitive abilities through baseline tests and adapts training methods, such as free recall, graduated cuing, and spaced retrieval, to enhance memory recollection and social interaction skills.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Reliability
If cholinesterase inhibitors are used to treat dementia, then memory symptoms are treated, but side effects occur that hinder social interaction and independence
Solution Approach 1:
The patent extracts the harmful chemical intervention (cholinesterase inhibitors) and replaces it with a non-invasive computational approach. The system uses baseline testing and adaptive algorithms to provide memory training without chemical substances, thereby eliminating side effects while maintaining treatment effectiveness for memory symptoms
Solution Approach 2:
The patent introduces a computational intermediary (adaptive baseline testing system) between the user and the treatment process. This system uses algorithms to assess and adapt to individual cognitive abilities, serving as a mediator that provides personalized memory training without direct chemical intervention, thus avoiding harmful side effects
2Adaptability or versatility
If conventional memory aids are used, then memory support is provided, but they are not sufficiently personalized to each person
Solution Approach 1:
The patent implements dynamic adaptability through baseline testing that adjusts to each user's cognitive abilities. The system continuously adapts the difficulty and type of memory tasks based on real-time performance assessment, ensuring personalized training while using automated algorithms to manage system complexity
Solution Approach 2:
The system performs self-adjustment through automated baseline testing and adaptive algorithm selection. The computational system independently assesses user abilities and configures personalized memory training parameters without requiring manual intervention, thereby achieving high personalization while keeping the interface simple for users
3Reliability
If invasive treatments are used to address cognitive decline, then symptoms are managed, but independence and comfort in social settings are reduced
Solution Approach 1:
The patent replaces invasive mechanical/chemical treatments with a computational information-processing system. The adaptive baseline testing uses software algorithms instead of chemical interventions, providing symptom management through cognitive training while maintaining the user's physical and social independence
4Adaptability or versatility
If personalized memory training is implemented, then cognitive wellness is improved, but assessment and adaptation require complex testing systems
Solution Approach 1:
The patent implements a universal baseline testing framework that serves multiple functions: assessing cognitive abilities, determining appropriate training parameters, and adapting to individual users. This multi-functional system achieves personalized training while consolidating complexity into a single integrated computational platform
Data Source
AI summary
Graphical first individual interfaces, systems and methods of implementing an adaptable, interactive educational tool that provides cognitive and social benefits. An embodiment can be configured to provide a graphical first individual interface for presenting text and related content associated with a predetermined general subject matter. The specific text and related content presented to the first individual may be determined after baseline tests and related use are recorded to calculate the first individual's cognitive wellness. The present invention also provides social benefit by integrating a first individual's social network for uses in communication with the first individual's social network and in recalling the first individual's social network. The present invention further includes a unique algorithm for personalizing information and methodologies of implementing and displaying the educational tool to a first individual thereof.