On the Efficiency of AdapTTA: an Adaptive Test-Time Augmentation Strategy for Reliable Embedded ConvNets.- Low-overhead Early-stopping Policies for Efficient Random Forests Inference on Microcontrollers.- Transformative Hardware Design following the Model-Driven Architecture Vision.- Exploiting program slicing and instruction clusterization to identify the cause of faulty temporal behaviours at system level.- A DfT Strategy for Detecting Emerging Faults in RRAMs.- FMEA on Critical Systems: a Cross-layer Approach based on High-Level Models.- Design and Mitigation techniques of Radiation induced SEEs on Open-Source Embedded Static RAMs.- Design of A Reconfigurable Optical Computing Architecture Using Phase Change Material.- END-TRUE: Emerging Nanotechnology-based Double-Throughput True Random Number Generator.- A First Approach in Using Super-Steep-Subthreshold-Slope Field-Effect Transistors in Ultra-Low Power Analog Design.- A Regulated Sensing Solution based on a Self-ReferencePrinciple for PCM+OTS Memory Array.- An Improved Deterministic Stochastic MAC (SC-MAC) for High Power Efficiency Design.

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