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Mehdi B. Tahoori

Reducing ADC Front-end Costs During Training of On-sensor Printed Multilayer Perceptrons

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Nov 14, 2024
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Design and In-training Optimization of Binary Search ADC for Flexible Classifiers

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Oct 02, 2024
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Tiny Deep Ensemble: Uncertainty Estimation in Edge AI Accelerators via Ensembling Normalization Layers with Shared Weights

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May 07, 2024
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Embedding Hardware Approximations in Discrete Genetic-based Training for Printed MLPs

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Feb 05, 2024
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Enhancing Reliability of Neural Networks at the Edge: Inverted Normalization with Stochastic Affine Transformations

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Jan 23, 2024
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NeuSpin: Design of a Reliable Edge Neuromorphic System Based on Spintronics for Green AI

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Jan 11, 2024
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Testing Spintronics Implemented Monte Carlo Dropout-Based Bayesian Neural Networks

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Jan 09, 2024
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On-sensor Printed Machine Learning Classification via Bespoke ADC and Decision Tree Co-Design

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Dec 02, 2023
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Scale-Dropout: Estimating Uncertainty in Deep Neural Networks Using Stochastic Scale

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Nov 27, 2023
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Spatial-SpinDrop: Spatial Dropout-based Binary Bayesian Neural Network with Spintronics Implementation

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Jun 16, 2023
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