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A Lattice Basis Reduction Approach for the Design of Finite Wordlength FIR Filters

 Nicolas Brisebarre , Silviu-Ioan Filip , Guillaume Hanrot
IEEE Transactions on Signal Processing, 2018, 66 (10), pp.2673-2684. ⟨10.1109/TSP.2018.2812739⟩
Article dans une revue hal-01308801v3
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A robust and scalable implementation of the Parks-McClellan algorithm for designing FIR filters

 Silviu-Ioan Filip
ACM Transactions on Mathematical Software, 2016, 43 (1), pp.7:1 - 7:24
Article dans une revue hal-01136005v5
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Table-Based versus Shift-And-Add constant multipliers for FPGAs

 Florent de Dinechin , Silviu-Ioan Filip , Luc Forget , Martin Kumm
ARITH 2019 - 26th IEEE Symposium on Computer Arithmetic, Jun 2019, Kyoto, Japan. pp.1-8
Communication dans un congrès hal-02147078v1
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A Stochastic Rounding-Enabled Low-Precision Floating-Point MAC for DNN Training

 Sami Ben Ali , Silviu-Ioan Filip , Olivier Sentieys
DATE 2024 - 27th IEEE/ACM Design, Automation and Test in Europe, Mar 2024, Valencia, Spain. pp.1-6
Communication dans un congrès hal-04380270v1
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Rational Minimax Approximation via Adaptive Barycentric Representations

 Silviu-Ioan Filip , Yuji Nakatsukasa , Lloyd Nicholas Trefethen , Bernhard Beckermann
SIAM Journal on Scientific Computing, 2018, 40 (4), pp.A2427-A2455
Article dans une revue hal-01942974v1
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Automatic generation of hardware FIR filters from a frequency domain specification

 Silviu-Ioan Filip , Matei Istoan , Florent de Dinechin , Nicolas Brisebarre
2017
Pré-publication, Document de travail hal-01308377v2
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Robust tools for weighted Chebyshev approximation and applications to digital filter design

 Silviu-Ioan Filip
Signal and Image Processing. Université de Lyon, 2016. English. ⟨NNT : 2016LYSEN063⟩
Thèse tel-01447081v1

MPTorch and MPArchimedes: Open Source Frameworks to Explore Custom Mixed- Precision Operations for DNN Training on Edge Devices

 Mariko Tatsumi , Yuxiang Xie , Caroline White , Silviu-Ioan Filip , Olivier Sentieys , et al.
ROAD4NN 2021 - 2nd ROAD4NN Workshop: Research Open Automatic Design for Neural Networks, Dec 2021, San Francisco, United States
Communication dans un congrès hal-03494256v1
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A High Throughput Polynomial and Rational Function Approximations Evaluator

 Nicolas Brisebarre , George Constantinides , Miloš Ercegovac , Silviu-Ioan Filip , Matei Istoan , et al.
ARITH 2018 - 25th IEEE Symposium on Computer Arithmetic, Jun 2018, Amherst, MA, United States. pp.99-106, ⟨10.1109/ARITH.2018.8464778⟩
Communication dans un congrès hal-01774364v1
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Mixing Low-Precision Formats in Multiply-Accumulate Units for DNN Training

 Mariko Tatsumi , Silviu-Ioan Filip , Caroline White , Olivier Sentieys , Guy Lemieux
FPT 2022 - IEEE International Conference on Field Programmable Technology, Dec 2022, Hong Kong, Hong Kong SAR China. pp.1-9
Communication dans un congrès hal-03885471v1
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Design of Optimal Multiplierless FIR Filters with Minimal Number of Adders

 Martin Kumm , Anastasia Volkova , Silviu-Ioan Filip
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 2022, ⟨10.1109/TCAD.2022.3179221⟩
Article dans une revue hal-02392522v4
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Approximations in Deep Learning

 Etienne Dupuis , Silviu-Ioan Filip , Olivier Sentieys , David Novo , Ian O'Connor , et al.
Approximate Computing Techniques - From Component- to Application-Level, pp.467-512, 2022, 978-3-030-94704-0. ⟨10.1007/978-3-030-94705-7_15⟩
Chapitre d'ouvrage hal-03494874v1
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AdequateDL: Approximating Deep Learning Accelerators

 Olivier Sentieys , Silviu-Ioan Filip , David Briand , David Novo , Etienne Dupuis , et al.
DDECS 2021 - 24th International Symposium on Design and Diagnostics of Electronic Circuits and Systems, Apr 2021, Vienna (virtual), Austria. pp.37-40, ⟨10.1109/DDECS52668.2021.9417026⟩
Communication dans un congrès hal-03266861v1
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Low-Precision Floating-Point for Efficient On-Board Deep Neural Network Processing

 Cédric Gernigon , Silviu-Ioan Filip , Olivier Sentieys , Clément Coggiola , Mickaël Bruno
European Data Handling & Data Processing Conference (EDHPC), European Space Agency (ESA), Oct 2023, Juan-Les-Pins, France. pp.1-8, ⟨10.23919/EDHPC59100.2023.10396014⟩
Communication dans un congrès hal-04252197v1
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Smooth random functions, random ODEs, and Gaussian processes

 Silviu-Ioan Filip , Aurya Javeed , Lloyd Nicholas Trefethen
SIAM Review, 2019, 61 (1), pp.185-205. ⟨10.1137/17M1161853⟩
Article dans une revue hal-01944992v1
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