Emanuele Ruffaldi - Dissemin

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All papers authored by Emanuele Ruffaldi

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2023 John L. Gustafson, Marco Cococcioni

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, Federico Rossi

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, Emanuele Ruffaldi

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, Sergio Saponara

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Decoding-Free Two-Input Arithmetic for Low-Precision Real Numbers

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2022 Marco Cococcioni

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, Federico Rossi

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, Emanuele Ruffaldi

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, Sergio Saponara

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A Lightweight Posit Processing Unit for RISC-V Processors in Deep Neural Network Applications

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Marco Cococcioni

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, Federico Rossi

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, Emanuele Ruffaldi

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, Sergio Saponara

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Experimental Results of Vectorized Posit-Based DNNs on a Real ARM SVE High Performance Computing Machine

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Marco Cococcioni

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, Federico Rossi

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, Emanuele Ruffaldi

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, Sergio Saponara

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Small Reals Representations for Deep Learning at the Edge: A Comparison

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2021 Marco Cococcioni, Federico Rossi

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, Emanuele Ruffaldi

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, Sergio Saponara

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, Benoit Dupont de Dinechin

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Novel Arithmetics in Deep Neural Networks Signal Processing for Autonomous Driving: Challenges and Opportunities

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2020 Marco Cococcioni

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, Federico Rossi

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, Emanuele Ruffaldi

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, Sergio Saponara

Fast Approximations of Activation Functions in Deep Neural Networks when using Posit Arithmetic

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