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Osama Yousuf

Layer ensemble averaging for fault tolerance in memristive neural networks
2025 · Osama Yousuf, Brian D. Hoskins, et al. · Nature Communications · 22
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A System for Validating Resistive Neural Network Prototypes
2021 · Brian Hoskins, Wen Ma, et al. · International Conference on Neuromorphic Systems (ICONS) · 12
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Gradient Decomposition Methods for Training Neural Networks With Non-ideal Synaptic Devices
2021 · Junyun Zhao, Siyuan Huang, et al. · Frontiers in Neuroscience · 8
Robust Hardware-Aware Neural Networks for FeFET-Based Accelerators
2025 · Osama Yousuf, Andreu L. Glasmann, et al. · IEEE Transactions on Nanotechnology · 5
Device Modeling Bias in ReRAM-Based Neural Network Simulations
2023 · Osama Yousuf, Imtiaz Hossen, et al. · IEEE Journal on Emerging and Selected Topics in Circuits and Systems · 5
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Neural Network Modeling Bias for Hafnia-based FeFETs
2023 · Osama Yousuf, Imtiaz Hossen, et al. · IEEE/ACM International Symposium on Nanoscale Architectures (NANOARCH) · 1
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XBTorch: A unified framework for modeling and co-design of crossbar-based deep learning accelerators
2026 · Osama Yousuf, Andreu L. Glasmann, et al. · APL Machine Learning
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RACE-AIMC: Selective Inference for Heterogeneous Analog In-Memory Accelerators at the Edge
2026 · Yousuf, Osama, Lueker-Boden, Martin · arXiv (Cornell University)
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Decision Trees Mapped to Memristive Hardware for Network Intrusion Detection
2025 · Syed Sameer Nadeem, Osama Yousuf, et al. · IEEE Military Communications Conference (MILCOM)
Layer Ensemble Averaging for Improving Memristor-Based Artificial Neural Network Performance
2024 · Yousuf, Osama, Hoskins, Brian, et al. · arXiv (Cornell University)
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Works count: 11
Citation count: 54
H-index: 5
I10-index: 2
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