Artificial Intelligence
Hardware-Noise-Aware Training for Improved Accuracy of In-Memory-Computing-Based Deep Neural Networks
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Smart Environment-Aware Lower-Limb Robotic Prosthesis
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Binary Neural Network for Improved Accuracy and Defense Against Bit-Flip Attacks
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Memory Efficient, Multi-Domain On-Device Machine Learning
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Full-stack Obfuscation Tool to Mitigate Neural Architecture Stealing
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Machine Learning Algorithm to Identify Macrostates & Design Microstates Consistent with Specific Macrostate
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Predicting Accuracy of a Machine Learning Model
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Independent Audit and Assessment Framework for AI Systems
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Enhancing Fairness Through Aleatoric Uncertainty
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