Next-Generation Neural Activity Detection System
Legal Citation
Summary of the Inventive Concept
A wearable, optically-transparent neural interface that detects neural activity in the brain and uses machine learning to predict neural activity patterns, enabling real-time cognitive enhancement and personalized recommendations.
Background and Problem Solved
The original patent's techniques for determining timing uncertainty in optical measurement systems are limited to detecting neural activity in a controlled laboratory setting. However, the next-generation system addresses the need for a wearable, non-invasive, and real-time neural activity detection system that can be used in daily life, overcoming the limitations of traditional systems.
Detailed Description of the Inventive Concept
The system consists of a wearable, optically-transparent neural interface that captures individual photons with high time-of-arrival resolution using a photodetector array. The detected neural activity is then analyzed using machine learning algorithms to identify patterns indicative of neural activity. The system can be configured to provide real-time neural activity feedback, enabling users to adjust their cognitive states in real-time. The system can also be integrated with a cloud-based analytics platform to provide personalized recommendations for cognitive enhancement.
Novelty and Inventive Step
The new claims introduce a wearable, optically-transparent neural interface and machine learning-based pattern recognition, which are novel and non-obvious compared to the original patent's laboratory-based systems. The inventive step lies in the integration of these components to enable real-time, non-invasive neural activity detection and personalized recommendations.
Alternative Embodiments and Variations
Alternative embodiments may include using a swarm of micro-scale, biocompatible photodetectors or a non-invasive, optically-based neural interface. Variations may include using different machine learning algorithms or integrating the system with other wearable devices or virtual reality platforms.
Potential Commercial Applications and Market
The next-generation neural activity detection system has significant commercial potential in the healthcare, education, and gaming industries, enabling real-time cognitive enhancement, personalized recommendations, and immersive gaming experiences.
CPC Classifications
| Section | Class | Group |
|---|---|---|
| A | A61 | A61B5/7214 |
| A | A61 | A61B5/0082 |
| A | A61 | A61B5/6803 |
| A | A61 | A61B2562/0238 |
| A | A61 | A61B2562/046 |
| A | A61 | A61B2576/026 |
Section 103 Obviousness Analysis (PHOSITA)
Field of Art
Biomedical imaging and neural activity detection systems, specifically optical measurement technologies for neurological monitoring with expertise in photon detection, time-resolved measurement, and signal processing techniques
Person of Ordinary Skill (PHOSITA) Profile
A skilled practitioner with advanced degrees in biomedical engineering, optics, or neuroscience, possessing knowledge of time-to-digital conversion, photodetector arrays, signal processing algorithms, and neural interface technologies
Obviousness Rationale
A person of ordinary skill would recognize that extending the source patent's optical measurement system to a wearable neural interface represents a predictable application of existing technologies. The fundamental signal detection and time-resolved measurement principles remain consistent, with the primary innovation being miniaturization and integration of machine learning techniques. The combination of known optical detection methods with emerging machine learning approaches would be a natural progression for a skilled practitioner seeking to enhance neural activity monitoring.
Obvious Combinations & Variations
Original Patent Information
| Patent Number | US 11,857,348 |
|---|---|
| Title | Techniques for determining a timing uncertainty of a component of an optical measurement system |
| Assignee(s) | HI LLC |