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MATRIX

Centers of Excellence

NAIAD : Neuro-Inspired AI for the Edge

This EXPAND AI Institute, is a multidisciplinary partnership between researchers at the University of Texas at San Antonio’s MATRIX AI Consortium and the NSF AI Institute ATHENA that conducts collaborative research in core AI capabilities and neuromorphic computing systems for the edge.

NAIAD

M-POWER : MATRIX-Provided AI/ML Open-Source Resource Center for Behavioral Health Empowerment

The project aims to explore available AI tools and resources to meet the needs of stakeholders within the AIM-AHEAD Coordinating Center (ACC). It focuses on promoting innovation and collaboration among AIM-AHEAD members through open-source AI/ML toolkits. Additionally, the project seeks to nurture a community of researchers by providing support and training on M-POWER open-source tools, addressing unmet needs, and facilitating workforce development.

 MPOWER

CONCRETE : Center of Neuromorphic Computing under Extreme Environments

Funded by the Air Force Office of Scientific Research and the Air Force Research Laboratory's Center of Excellence, UTSA partners with USC, UCLA, Duke University, and RIT, to build neuromorphic computing devices and software that can be used in extreme application domains ranging from intense temperatures to dangerous conditions, such as radiation or highly corrosive elements.

NSF EFRI BRAID : Efficient Learning of Spatiotemporal Regularities in Humans and Machines through Temporal Scaffolding

The EFRI topic Brain-Inspired Dynamics for Engineering Energy-Efficient Circuits and Artificial Intelligence (BRAID) supports interdisciplinary research to create a new engineering science of brain-inspired engineered learning systems. BRAID, supported and funded by the NSF, seeks to research neuromorphic systems inspired by the brain's flexibility, robustness, and energy efficiency to enable adaptable, generalizable, and energy-efficient AI.

 EFRI BRAID

THOR : The Neuromorphic Commons

The neuromorphic commons (THOR) project aims to accelerate the pace of research innovation by creating a new and unparalleled large-scale neuromorphic computing resource, providing unique opportunities for cooperation in research collaborations and tool development. By lowering the barriers to access neuromorphic infrastructure through collaborations with two prominent neuromorphic companies, and by providing open-source software frameworks and benchmarks, THOR will drive research advancements in multiple application domains.

THOR Neuromorphic Commons