Silviu-Ioan Filip

ORCID

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 17

Top Venues

University of Lyon, France (PHD)

Education History

University of Lyon, France

PHD

Publications

Cédric Gernigon, Silviu-Ioan Filip, Olivier Sentieys, Clément Coggiola, Mickael Bruno
AdaQAT: Adaptive Bit-Width Quantization-Aware Training. AICAS (2024)
Sami Ben Ali, Silviu-Ioan Filip, Olivier Sentieys
A Stochastic Rounding-Enabled Low-Precision Floating-Point MAC for DNN Training. DATE (2024)
Cédric Gernigon, Silviu-Ioan Filip, Olivier Sentieys, Clément Coggiola, Mickael Bruno
AdaQAT: Adaptive Bit-Width Quantization-Aware Training. CoRR (2024)
Léo Pradels, Silviu-Ioan Filip, Olivier Sentieys, Daniel Chillet, Thibaut Le Calloch
FPGA-based CNN Acceleration using Pattern-Aware Pruning. AICAS (2024)
Sami Ben Ali, Silviu-Ioan Filip, Olivier Sentieys
A Stochastic Rounding-Enabled Low-Precision Floating-Point MAC for DNN Training. CoRR (2024)
Cédric Gernigon, Silviu-Ioan Filip, Olivier Sentieys, Clément Coggiola, Mickael Bruno
Low-Precision Floating-Point for Efficient On-Board Deep Neural Network Processing. CoRR (2023)
Nicolas Brisebarre, Silviu-Ioan Filip
-Approximations of Mathematical Functions. ARITH (2023)
Martin Kumm, Anastasia Volkova, Silviu-Ioan Filip
Design of Optimal Multiplierless FIR Filters With Minimal Number of Adders. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42 (2) (2023)
Mariko Tatsumi, Silviu-Ioan Filip, Caroline White, Olivier Sentieys, Guy Lemieux
Mixing Low-Precision Formats in Multiply-Accumulate Units for DNN Training. FPT (2022)
Etienne Dupuis, Silviu-Ioan Filip, Olivier Sentieys, David Novo, Ian O'Connor, Alberto Bosio
Approximations in Deep Learning. CoRR (2022)
Florent de Dinechin, Silviu-Ioan Filip, Martin Kumm, Anastasia Volkova
Towards Arithmetic-Centered Filter Design. ARITH (2021)
Florent de Dinechin, Silviu-Ioan Filip, Martin Kumm, Luc Forget
Table-Based versus Shift-And-Add Constant Multipliers for FPGAs. ARITH (2019)
Silviu-Ioan Filip, Aurya Javeed, Lloyd N. Trefethen
Smooth Random Functions, Random ODEs, and Gaussian Processes. SIAM Rev. 61 (1) (2019)
Nicolas Brisebarre, Silviu-Ioan Filip, Guillaume Hanrot
A Lattice Basis Reduction Approach for the Design of Finite Wordlength FIR Filters. IEEE Trans. Signal Process. 66 (10) (2018)
Silviu-Ioan Filip, Yuji Nakatsukasa, Lloyd N. Trefethen, Bernhard Beckermann
Rational Minimax Approximation via Adaptive Barycentric Representations. SIAM J. Sci. Comput. 40 (4) (2018)
Nicolas Brisebarre, George A. Constantinides, Milos Ercezovac, Silviu-Ioan Filip, Matei Istoan, Jean-Michel Muller
A High Throughput Polynomial and Rational Function Approximations Evaluator. ARITH (2018)
Silviu-Ioan Filip
A Robust and Scalable Implementation of the Parks-McClellan Algorithm for Designing FIR Filters. ACM Trans. Math. Softw. 43 (1) (2016)

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Publication Activity (10 Years)

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Silviu-Ioan Filip