Gina C. Adam
Scholar

Gina C. Adam

Google Scholar ID: pNqSzacAAAAJ
Associate Professor | George Washington University
Emerging hardwareNeuromorphic computingNanofabricationEngineering education
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Citations & Impact
All-time
Citations
3,499
 
H-index
19
 
i10-index
24
 
Publications
20
 
Co-authors
0
 
Publications
2 items
Scaled Hippocampus-inspired Neural Networks on Neuromorphic Memristive Hardware
2026
Cited
0
XBTorch: A Unified Framework for Modeling and Co-Design of Crossbar-Based Deep Learning Accelerators
arXiv.org · 2026
Cited
0
Resume
Academic Achievements
  • - January 2025: Collaborative paper on Layer ensemble averaging for fault tolerance in memristive neural networks published in Nature Communications.
  • - September 2024: Awarded the DOE Early Career Research Award.
  • - April 2024: Received the Northeastern Association of Graduate Schools Teaching Award (Doctoral level).
Research Experience
  • Engaged in the development of new hardware foundations, especially at the intersection of materials, devices, and circuits. Currently focusing on the development of two-terminal non-volatile memory devices for ultra energy-efficient neuromorphic processors.
Education
  • Not explicitly mentioned in the provided HTML
Background
  • Research interests include developing new hardware foundations to support novel ways of computing. Specializes in the intersection between materials, devices, and circuits. Current focus is on two-terminal non-volatile memory devices, such as memristors, which exhibit electrical behavior similar to that of an artificial synapse.
Miscellany
  • Not explicitly mentioned in the provided HTML