This Project Grant award from the National Science Foundation (CFDA 47.049 - Mathematical and Physical Sciences) provides $959,229 to the University of Kansas Center for Research Inc. to develop co-design approaches for fabrication, characterization, and testing of sub-2 nm wide-bandgap semiconductor memristors and prototype neuromorphic computing (NC) circuits. The research aims to achieve atomically tunable memristors with high performance, scalability, stability, and energy efficiency to...
This $370,000 Project Grant awarded by the National Science Foundation's (NSF) Engineering program (CFDA 47.041) supports research on improving the durability and reliability of atomic memristor devices for applications in artificial intelligence and 6G communications. The research, led by the University of Texas at Austin, focuses on understanding the mechanisms causing performance degradation in these atomic-scale memory devices and developing strategies to enhance their endurance. The project...
This Project Grant award from the National Science Foundation (NSF) under the STEM Education (CFDA 47.076) program provides $319,474.00 to the University of the District of Columbia (UDC) to advance the development of a new type of computer memory device using magnetic molecules. The research aims to demonstrate novel spin-dependent transport phenomena by integrating porphyrin molecules between ferromagnetic electrodes in a magnetic tunnel junction (MTJ) design. This work could enable the...
This Project Grant award from the National Science Foundation (NSF) Integrative Activities program (CFDA 47.083) provides $189,000.00 to the University of Oklahoma to develop a novel hybrid CMOS+X-based in-memory analog computing framework. The project aims to emulate the efficiency of the human brain through neuromorphic in-memory computing using 3D NAND flash memory chips and molecular memristors as artificial synapses and neurons, respectively. This framework will leverage bio-inspired...
This Project Grant award, provided by the National Science Foundation (NSF) Integrative Activities program (CFDA 47.083), supports research at the University of South Alabama (USA) focused on memristor-based computing-in-memory (CIM) for neuromorphic systems. The $300,000 award over the period of January 1, 2025 to December 31, 2026 will enable the principal investigator to collaborate with the Georgia Institute of Technology to investigate memristor-based CIM design, optimization, and...
The National Science Foundation (NSF) Directorate for Engineering (CFDA 47.041) awarded a $360,000 project grant to the Regents of the University of Michigan to conduct research advancing key knowledge and techniques for creating electronic devices for fabrication of future artificial intelligence systems. The grant supports fundamental research to explore critical device physics knowledge for the realization of new memristive switching devices (memristors) based on 2D nanomaterials, which could...
The National Science Foundation (NSF) awarded a $399,999 Project Grant under the Mathematical and Physical Sciences program (CFDA 47.049) to the University of Texas at Dallas (UTD). The funding supports a collaborative research project to develop and harness quasi-one-dimensional topological materials for novel electronic, optoelectronic, and sensing functionalities. The project aims to overcome key challenges in current topological insulator materials by focusing on quasi-one-dimensional...
This Project Grant award for $200,000 from the National Science Foundation (NSF) Engineering program (CFDA 47.041) supports research by Southern Illinois University Carbondale (SIU) to develop hardware-constraint-aware design and optimization techniques for memristor-crossbar-array (MCA) based neural network accelerators. The research aims to bridge the gap between software design tools and the physical limitations of MCA hardware, enabling more efficient and cost-effective development of...
The University of Texas at Austin was awarded a $480,602 Project Grant from the National Science Foundation to support research related to reliable storage and computation in memory technologies from October 1, 2021 to September 30, 2024. The grant was awarded under the NSF's Computer and Information Science and Engineering program (CFDA 47.070), which supports investigator-initiated research and education in all areas of computing, communications, and information science and engineering....
This Project Grant award of $360,000 from the National Science Foundation's (NSF) Mathematical and Physical Sciences program (CFDA 47.049) aims to revolutionize computer memory by developing new materials and devices for high-density magnetic random-access memory (MRAM). The project will focus on enabling MRAM devices using thin layers of special "van der Waals" materials grown on a wafer scale, which is crucial for practical semiconductor applications. The research will address...
The National Science Foundation (NSF) awarded a $191,228 Project Grant under the Mathematical and Physical Sciences (CFDA 47.049) program to the University of Texas at Arlington (UTA) to conduct integrated research, educational, and outreach efforts on developing computational models to understand the mechanism of high-performance memristors. The project aims to elucidate the key factors enabling low-energy, gradual resistive switching, good retention, and uniformity in memristor devices, which are critical for applications in next-generation data-centric computing. The research will integrate phase-field modeling, high-throughput calculations, and multi-scale microstructural analysis to identify new mobile species and host materials to achieve the desired memristor performance. The educational and outreach components include disseminating the computational tools to the broader research community and engaging underrepresented minorities and K-12 students in the Dallas-Fort Worth area through mentorship and STEM-focused activities. The award period is from September 1, 2024, to August 31, 2029.