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Elenco Pubblicazioni - Publications (755)

Marco Cococcioni; Federico Rossi; Emanuele Ruffaldi; Sergio Saponara. "Fast Deep Neural Networks for Image Processing using Posits and ARM Scalable Vector Extension", Journal of Real-Time Image Processing 2020

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Abstract: "With the advent of image processing and computer vision for automotive under real-time constraints, the need for fast and architecture-optimized arithmetic operations is crucial. Alternative and efficient representations for real numbers are starting to…
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Marco Cococcioni; Federico Rossi; Emanuele Ruffaldi; Sergio Saponara; Benoit Dupont de Dinechin. "Novel Arithmetics in Deep Neural Networks Signal Processing for Autonomous Driving: Challenges and Opportunities.", IEEE Signal Processing Magazine 2020

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Abstract: This paper focuses on trends, opportunities and challenges of novel arithmetics for DNN signal processing, with particular reference to assisted and autonomous driving applications. Due to strict constrains in terms of latency, dependability and…
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"4D Printing of a Bio-inspired Microneedle Array with Backward-facing Barbs for Enhanced Tissue Adhesion", Advanced Functional Materials, vol. 30, no. 11, paper 1909197, Mar. 2020.

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Authors: D. Han, R. S. Morde, S. Mariani, A. A. La Mattina, E. Vignali, C. Yang, G. Barillaro, H. Lee Abstract: Microneedle (MN), a miniaturized needle with a length‐scale of hundreds of micrometers, has received…
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A. A. La Mattina, S. Mariani, G. Barillaro, "Bioresorbable Materials on the Rise: From Electronic Components and Physical Sensors to In-Vivo Monitoring Systems", Advanced Science, vol. 7, no. 4, paper 1902872, Feb. 2020.

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Authors: A. A. La Mattina, S. Mariani, G. Barillaro Abstract: Over the last decade, scientists have dreamed about the development of a bioresorbable technology that exploits a new class of electrical, optical, and sensing components…
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"Decoration of porous silicon with gold nanoparticles via layer-by-layer nano-assembly for interferometric and photonic/plasmonic (bio)sensing", ACS Applied Materials and Interfaces, vol. 11, no. 46, pp. 43731-43740, Nov. 2019.

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Authors: S. Mariani, A. Paghi, A. A. La Mattina, A. Debrassi, L. Dahne, G. Barillaro Abstract: Gold nanoparticle layers (AuNPLs) enable the coupling of morphological, optical, and electrical properties of gold nanoparticles (AuNPs) with tailored…
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