This $250,000 Project Grant award from the National Science Foundation's Engineering (CFDA 47.041) program to The Pennsylvania State University (Penn State) supports a collaborative research project on "Spintronics Enabled Stochastic Spiking Neural Networks with Temporal Information Encoding". The goal is to advance neuromorphic computing architectures that can achieve brain-scale efficiency for complex machine learning through a multi-disciplinary approach spanning device physics,...
This National Science Foundation (NSF) Engineering program (CFDA 47.041) grant award of $599,980 to the University of Arizona aims to develop a new type of neuromorphic device called Moiré Synaptic Transistors (MSTs) using two-dimensional materials. The goal is to create MST devices that can achieve lower power consumption, higher memory state density, more tunability, and biomimicking functionality to advance artificial intelligence (AI) hardware and wearable electronics. The project will...
The National Science Foundation (NSF) awarded a $189,000 Project Grant under the Integrative Activities (CFDA 47.083) program to the University of Oklahoma. The funding will support the development of a novel hybrid CMOS+X-based in-memory analog computing framework that utilizes 3D NAND flash memory technology and molecular memristors to create an energy-efficient neuromorphic computing system. The project aims to emulate the efficiency of the human brain by incorporating bio-inspired learning...
The National Science Foundation (NSF) awarded a $1,600,000 Project Grant under the Engineering program (CFDA 47.041) to the Regents of the University of California at Riverside (UC Riverside). The grant, running from October 1, 2024 to September 30, 2027, will support the development of a new type of combinatorial memory and logic devices based on magnetic spin waves. This transformative research aims to significantly increase data storage density and processing throughput compared to...
This National Science Foundation (NSF) Technology, Innovation, and Partnerships (CFDA 47.084) Project Grant award totaling $210,000 aims to develop an energy-efficient AI processing-in-memory (AI-PIM) system leveraging emerging spin-orbit torque magnetic random access memory (SOT-MRAM) technology. The project, awarded to Arizona State University, will undertake a device-circuit-algorithm co-design approach spanning material science, device fabrication, integrated circuit design, computer...
This Project Grant award, valued at $252,210 and provided by the National Science Foundation's (NSF) Integrative Activities program (CFDA 47.083), supports the development of efficient and scalable intelligent hardware systems for advancing artificial intelligence (AI) capabilities. The project aims to exploit stochasticity (randomness) to process statistical learning models, integrating spintronics with silicon components to create energy-efficient non-Von Neumann computing systems. The goal is...
This $360,000 Project Grant awarded by the National Science Foundation's (NSF) Engineering program (CFDA 47.041) funds a comprehensive theoretical investigation of magnon devices built upon two-dimensional (2D) magnetic materials. The primary objective is to elucidate the mechanisms underlying the generation, propagation, and detection of magnon currents within realistic 2D structures, with the goal of identifying material parameters capable of generating magnon currents comparable to or...
This $264,338 National Science Foundation Project Grant through the Integrative Activities program (CFDA 47.083) will fund research at the University of Alabama at Birmingham to develop neuromorphic computing technologies using spin-orbitronic properties in quantum materials. The two-year project beginning in February 2023 aims to utilize spin-orbit coupling effects in emerging materials like two-dimensional and topological materials to emulate artificial synapses and neurons with nonvolatile,...
The National Science Foundation awarded a $405,000 Project Grant to the University of California Irvine under the Engineering program (CFDA 47.041) for the period July 1, 2022 through June 30, 2025. The award will support research to improve the energy efficiency of spin torque nano-oscillators for neuromorphic signal processing applications. Key activities include demonstrating a new method for microwave signal generation using current induced torques in ferromagnetic metals, which is...
This National Science Foundation (NSF) Technology, Innovation, and Partnerships (CFDA 47.084) project grant award provides $650,000 to The Trustees of Columbia University in the City of New York to develop energy-efficient optical brain-inspired (neuromorphic) computing devices. The project aims to establish a 3D nanofabrication platform that combines DNA-programmable assembly and conventional lithographic methods to create novel optical metamaterials and integrate them into neuromorphic...