Mitigating Analog Memory Non-Idealities for In-Memory Inference and Learning of DNN
- 2023
- MRS Spring Meeting 2023
Dr. Valeria Bragaglia is a physicist specialized in condensed matter, focusing on developing materials and devices for next-generation computing. Since 2020, she has been a permanent Research Scientist in the Neuromorphic Devices and Systems at IBM Research-Zurich, where she joined as a Post-doctoral Researcher in February 2018.
Her current research centers on hardware implementations of brain-inspired computing concepts for efficient learning and problem solving. She is responsible for advancing materials and tuning their physical properties to build high-performance devices and circuit architectures, such as networks of memristors. Her technology portfolio includes Oxide-based Resistive RAM (ReRAM) and Oscillators, Phase Change Memories (PCM), Ferroelectric RAM, and Electrochemical RAM (ECRAM). She is currently leading the efforts on ReRAM development, encompassing thin film growth, characterization, and integration into novel devices and circuits that exploit these materials' unique properties.
In 2024, Dr. Bragaglia was honored with the CNR-IMM Early Career Award in recognition of her significant advancements in material science and analog memories, groundbreaking contributions to analog neuromorphic computing, and exemplary leadership in interdisciplinary innovation.
In addition to her research, Dr. Bragaglia serves as an IBM Research Outreach and Diversity Ambassador. In this role, she is actively involved in fostering collaboration across academia, industry, and society, while also promoting diversity in STEM fields.
Since November 2024, she has held a part-time Associate Professor position at Eindhoven University of Technology (TU/e) in the Faculty of Electrical Engineering, contributing to the Integrated Circuits and Nanocomputing Research Lab to advance innovations in materials and devices critical for the future of information technology.
Dr. Bragaglia earned her Master’s degree in Physics in 2013 from the University of Tor Vergata in Rome (Italy). During her final year, she conducted research at the Paul-Drude Institute for Solid State Electronics in Berlin (Germany) on phase change materials for memory applications, which became the basis of her master’s thesis.
In 2017, she obtained her Ph.D. in Physics from the Humboldt University in Berlin, working jointly at the Paul-Drude Institute and Helmholtz-Zentrum Berlin für Materialien und Energie (BESSYII). Her Ph.D. thesis focused on the epitaxial growth and ultrafast dynamic investigations of GeSbTe alloys and GeTe/Sb2Te3 superlattices.
INVITED TALKS/LECTURES
PROFESSIONAL ENGAGEMENTS
EUROPEAN UNION FUNDED PROJECTS
IN THE NEWS