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One-pass logic synthesis for graphene-based Pass-XNOR logic circuits
Electrostatically controlled graphene P-N junctions are devices built on a single layer graphene sheet that can be turned-ON/OFF via external potential difference. Their electrical behavior resemblesExpand
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Layer-Wise Compressive Training for Convolutional Neural Networks
Convolutional Neural Networks (CNNs) are brain-inspired computational models designed to recognize patterns. Recent advances demonstrate that CNNs are able to achieve, and often exceed, humanExpand
  • 5
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  • Open Access
Multi-function logic synthesis of silicon and beyond-silicon ultra-low power pass-gates circuits
Pass-gates logic is known to be intrinsically more energy efficient than static CMOS. This feature attracted the research interest over the years and many working implementations have beenExpand
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SAID: A Supergate-Aided Logic Synthesis Flow for Memristive Crossbars
A Memristor is a two-terminal device that can serve as a non-volatile memory element with built-in logic capabilities. Arranged in a crossbar structure, memristive arrays allow to represent complexExpand
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Pass-XNOR logic: A new logic style for P-N junction based graphene circuits
In this work we introduce a new logic style for p-n junctions based digital graphene circuits: the pass-XNOR logic style. The latter enables the realization of compact, energy efficient circuits thatExpand
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  • Open Access
Ultra-low power circuits using graphene p-n junctions and adiabatic computing
Recent works have proven the functionality of electrostatically controlled graphene p-n junctions that can serve as basic primitive for the implementation of a new class of compact graphene-basedExpand
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  • Open Access
Exploiting the Expressive Power of Graphene Reconfigurable Gates via Post-Synthesis Optimization
As an answer to the new electronics market demands, semiconductor industry is looking for different materials, new process technologies and alternative design solutions that can support SiliconExpand
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  • Open Access
Quasi-Adiabatic Logic Arrays for Silicon and Beyond-Silicon Energy-Efficient ICs
This brief describes a novel integration strategy that aims at bringing adiabatic computation to large scale integration. The proposed design solution, built upon logic primitives packed into regularExpand
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Activation-Kernel Extraction through Machine Learning
Machine Learning flooded many research fields, including Electronic Design Automation (EDA). The availability of algorithms that can solve complex problems through generic rule formulations representExpand
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Quantifying the figures of merit of graphene-based adiabatic Pass-XNOR Logic (PXL) circuits
In this work we quantify the figures of merit of p-n junction based adiabatic graphene circuits implemented through a new logic design style, the Adiabatic Pass-XNOR Logic style (Adiabatic-PXL).Expand
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