Center for Equitable Artificial Intelligence and Machine Learning Systems
Patents & IP
Inventor: Dr. Kofi Nyarko
Filed: 2025
Institution: Morgan State University
This patent outlines the architecture of an AI-powered wheelchair that autonomously navigates indoor environments using real-time mapping and path optimization. Developed as part of CEAMLS’s inclusive mobility initiative, it enhances independence for users with physical impairments.
Inventor: Gabriella Waters
Filed: 2025
Institution: Morgan State University
A system that integrates behavioral psychology with machine learning to counteract cognitive biases in human-AI decision systems. This methodology supports ethical design by identifying and mitigating bias triggers during digital interactions.
Inventor: Gabriella Waters
Filed: July 1, 2025
Institution: Morgan State University
Site Sense leverages AI to interpret the social, emotional, and environmental context of physical spaces. This patent supports adaptive human-AI interaction, particularly in education and healthcare settings, where context-aware systems can enhance communication and engagement.
Inventors: Peter Taiwo, Kofi Nyarko, Opeyemi Adeniran, Temitope Ajibola
Filed: March 19, 2025
Morgan State University
A machine learning method that identifies facial reenactment deepfakes using motion inconsistencies, eye-blink rates, and frame-level behavioral markers.
Inventor: Gabriella Waters
Filed: 2025
Morgan State University
A scoring mechanism to evaluate AI models based on transparency, accountability, and fairness. Enables end-users and developers to assess AI systems' ethical alignment.
Inventor: Gabriella Waters
Filed: 2025
Morgan State University
A novel generative adversarial network (GAN) architecture designed to simulate cognitive behaviors and responses — applied in neurodiverse AI modeling and simulation.
Inventors: Kofi Nyarko, Chukwuemeka Duru, Bikesh Regmi
Filed: July 2, 2025
Morgan State University
A decentralized, participatory AI trust and safety platform that aggregates public feedback to evaluate AI models' societal impact and reputational risk.