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J. L. Gustafson, M. Cococcioni, F. Rossi, E. Ruffaldi and S. Saponara "Decoding-free Two-Input Arithmetic for Low-Precision Real Numbers", CoNGA'23, accepted
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F. Rossi, L. Fiaschi, M. Cococcioni, S. Saponara. Design and FPGA Synthesis of BAN Processing Unit for non-Archimedean Number Crunching
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M. Cococcioni, F. Rossi, E. Ruffaldi, S. Saponara, "Small reals representations for Deep Learning at the edge: a comparison", Conference on Next Generation Arithmetic (CoNGA'22)
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M. Cococcioni, F. Rossi, E. Ruffaldi, S. Saponara, "Experimental Results of Vectorized Posit-Based DNNs on a Real ARM SVE High Performance Computing Machine", ApplePies 2021
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M. Cococcioni, F. Rossi, E. Ruffaldi and S. Saponara. A Lightweight Posit Processing Unit for RISC-V Processors in Deep Neural Network Applications. IEEE Transactions on Emerging Topics in Computing, 2021
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M. Cococcioni, F. Rossi, E. Ruffaldi, and S. Saponara. "Faster deep neural network image processing by using vectorized posit operations on a RISC-V processor", SPIE Defense and Commercial Sensing 2021
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M. Cococcioni, F. Rossi, E. Ruffaldi, and S. Saponara. "Vectorizing Posit Operations on RISC-V for faster Deep Neural Networks: Experiments and Comparison with ARM SVE"
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M. Cococcioni, F. Rossi, E. Ruffaldi, and S. Saponara. "A Novel Posit-based Fast Approximation of ELU Activation Function for Deep Neural Networks", 6th IEEE International Conference on Smart Computing (SMARTCOMP2020), 2020.
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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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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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CORSO ANNULLATO - Prof. Andrea Alù, City University of New York, NY, US, "Electromagnetic Metamaterials and Metasurfaces: Modeling and Applications"
MODIFICA ORARIO - Assistant Prof. Nicolas Barbot, Univ. Grenoble Alpes, Grenoble INP, LCIS, F-26000 Valence, France, "Time-Variant and Non-Linear Transponders: from Theory to Practice", 18-21 June 2024
M. Garabini, F. Angelini, M. Pierallini, Centro “E. Piaggio”, Dip. Ing. Informazione Univ. Pisa, "Iterative Learning Control Theory & Applications - An Alternative Approach to Exploit Data while Providing Formal Certificates", 29 July - 2 August 2024
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