Ferroelectric Memory-Based IMC for ML Workloads


A new technical paper titled "Ferroelectric capacitors and field-effect transistors as in-memory computing elements for machine learning workloads" was published by researchers at Purdue University. Abstract "This study discusses the feasibility of Ferroelectric Capacitors (FeCaps) and Ferroelectric Field-Effect Transistors (FeFETs) as In-Memory Computing (IMC) elements to accelerate mach... » read more

Tapping 2D van der Waals Ferroelectrics For Use In Next-Generation Electronics


A technical paper titled “Domain-dependent strain and stacking in two-dimensional van der Waals ferroelectrics” was published by researchers at Rice University, Massachusetts Institute of Technology, University of Texas at Arlington, Texas A&M University, and Pennsylvania State University. Abstract: "Van der Waals (vdW) ferroelectrics have attracted significant attention for their pot... » read more

Ferroelectric Polarization in an Elementary Substance or Single-Element Compound


A technical paper titled "Two-dimensional ferroelectricity in a single-element bismuth monolayer" was published by researchers at National University of Singapore, Zhejiang University, Tianjin University, and University of Chinese Academy of Sciences. Abstract "Ferroelectric materials are fascinating for their non-volatile switchable electric polarizations induced by the spontaneous inversi... » read more

Ferroelectric HEMT Reconfigurable Transistor (U. of Michigan)


A new technical paper titled "Fully epitaxial, monolithic ScAlN/AlGaN/GaN ferroelectric HEMT" was published by researchers at University of Michigan. “We can make our ferroelectric HEMT reconfigurable,” That means it can function as several devices, such as one amplifier working as several amplifiers that we can dynamically control. This allows us to reduce the circuit area and lower the... » read more

Nanoscale (5nm) Ferroelectric Semiconductor (University of Michigan)


A new technical paper titled "Thickness scaling down to 5 nm of ferroelectric ScAlN on CMOS compatible molybdenum grown by molecular beam epitaxy" was published by researchers at University of Michigan, with DARPA funding. "Ferroelectric semiconductors stand out from others because they can sustain an electrical polarization, like the electric version of magnetism. But unlike a fridge magn... » read more

MAC Operation on 28nm High-k Metal Gate FeFET-based Memory Array with ADC (Fraunhofer IPMS/GF)


A technical paper titled "Demonstration of Multiply-Accumulate Operation With 28 nm FeFET Crossbar Array" was published by researchers at Fraunhofer IPMS and GlobalFoundries. Abstract "This letter reports a linear multiply-accumulate (MAC) operation conducted on a crossbar memory array based on 28nm high-k metal gate (HKMG) Complementary Metal Oxide Semiconductor (CMOS) and ferroelectric fi... » read more

Stabilizing A Hafnium Oxide-Based Thin Film When Sandwiched Between A Metal Substrate And An Electrode


A technical paper titled "Origin of Ferroelectric Phase Stabilization via the Clamping Effect in Ferroelectric Hafnium Zirconium Oxide Thin Films" was published by researchers at University of Virginia, Brown University, Sandia National Labs, and Oak Ridge National Lab. Funding was given by U.S. DOE's 3D Ferroelectric Microelectronics Energy Frontier Research Center and the SRC. "This study ... » read more

Multi-Bit In-Memory Computing System for HDC using FeFETs, Achieving SW-Equivalent-Accuracies


A new technical paper titled "Achieving software-equivalent accuracy for hyperdimensional computing with ferroelectric-based in-memory computing" by researchers at University of Notre Dame, Fraunhofer Institute for Photonic Microsystems, University of California Irvine, and Technische Universität Dresden. "We present a multi-bit IMC system for HDC using ferroelectric field-effect transistor... » read more

Neuromorphic Computing: Challenges, Opportunities Including Materials, Algorithms, Devices & Ethics


This new research paper titled "2022 roadmap on neuromorphic computing and engineering" is from numerous researchers at Technical University of Denmark, Instituto de Microelectrónica de Sevilla, CSIC, University of Seville, and many others. Partial Abstract: "The aim of this roadmap is to present a snapshot of the present state of neuromorphic technology and provide an opinion on the chall... » read more

Exploring far-from-equilibrium ultrafast polarization control in ferroelectric oxides with excited-state neural network quantum molecular dynamics


New academic paper out of USC Viterbi School of Engineering: Abstract "Ferroelectric materials exhibit a rich range of complex polar topologies, but their study under far-from-equilibrium optical excitation has been largely unexplored because of the difficulty in modeling the multiple spatiotemporal scales involved quantum-mechanically. To study optical excitation at spatiotemporal scales w... » read more

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