Silviu-Ioan Filip

29 papers A 2C 7Misc 1Journal 15Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
Limited-Precision Stochastic Rounding.
CoRR
El-Mehdi El Arar, Massimiliano Fasi, Silviu-Ioan Filip, Mantas Mikaitis
2026 J jnl
Probabilistic Error Analysis of Limited-Precision Stochastic Rounding: Horner's Algorithm and Pairwise Summation.
CoRR
El-Mehdi El Arar, Massimiliano Fasi, Silviu-Ioan Filip, Mantas Mikaitis
2025 C conf
Hardware-Aware Training for Multiplierless Convolutional Neural Networks.
ARITH
Rémi Garcia, Léo Pradels, Silviu-Ioan Filip, Olivier Sentieys
2025 A conf
MPTorch-FPGA: A Custom Mixed-Precision Framework for FPGA-Based DNN Training.
DATE
Sami Ben Ali, Silviu-Ioan Filip, Olivier Sentieys, Guy G. Lemieux
2025 J jnl
Mixed precision accumulation for neural network inference guided by componentwise forward error analysis.
CoRR
El-Mehdi El Arar, Silviu-Ioan Filip, Theo Mary, Elisa Riccietti
2025 J jnl
Probabilistic Error Analysis of Limited-Precision Stochastic Rounding.
SIAM J. Sci. Comput.
El-Mehdi El Arar, Massimiliano Fasi, Silviu-Ioan Filip, Mantas Mikaitis
2025 C conf
Range Extension with Supernormals for Mixed-Precision 8-bit DNN Training.
ARITH
Shing Wai Pun, Bozhang Bao, Silviu-Ioan Filip, Guy Lemieux, John V. Kim, Nazar Misyats, Nirvik Pande, Victor Ravain, Robert Sherrick
2025 J jnl
SWAPPER: Dynamic Operand Swapping in Non-commutative Approximate Circuits for Online Error Reduction.
CoRR
Marcello Traiola, Nazar Misyats, Silviu-Ioan Filip, Rémi Garcia, Angeliki Kritikakou
2024 A conf
A Stochastic Rounding-Enabled Low-Precision Floating-Point MAC for DNN Training.
DATE
Sami Ben Ali, Silviu-Ioan Filip, Olivier Sentieys
2024 J jnl
A Stochastic Rounding-Enabled Low-Precision Floating-Point MAC for DNN Training.
CoRR
Sami Ben Ali, Silviu-Ioan Filip, Olivier Sentieys
2024 — conf
AdaQAT: Adaptive Bit-Width Quantization-Aware Training.
AICAS
Cédric Gernigon, Silviu-Ioan Filip, Olivier Sentieys, Clément Coggiola, Mickael Bruno
2024 J jnl
AdaQAT: Adaptive Bit-Width Quantization-Aware Training.
CoRR
Cédric Gernigon, Silviu-Ioan Filip, Olivier Sentieys, Clément Coggiola, Mickael Bruno
2024 Misc conf
Efficient Neural Networks: from SW optimization to specialized HW accelerators.
CASES
Marcello Traiola, Angeliki Kritikakou, Silviu-Ioan Filip, Olivier Sentieys
2024 — conf
FPGA-based CNN Acceleration using Pattern-Aware Pruning.
AICAS
Léo Pradels, Silviu-Ioan Filip, Olivier Sentieys, Daniel Chillet, Thibaut Le Calloch
2024 J jnl
Probabilistic error analysis of limited-precision stochastic rounding.
CoRR
El-Mehdi El Arar, Massimiliano Fasi, Silviu-Ioan Filip, Mantas Mikaitis
2023 J jnl
Design of Optimal Multiplierless FIR Filters With Minimal Number of Adders.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Martin Kumm, Anastasia Volkova, Silviu-Ioan Filip
2023 J jnl
Low-Precision Floating-Point for Efficient On-Board Deep Neural Network Processing.
CoRR
Cédric Gernigon, Silviu-Ioan Filip, Olivier Sentieys, Clément Coggiola, Mickael Bruno
2023 C conf
Towards Machine-Efficient Rational L
ARITH
Nicolas Brisebarre, Silviu-Ioan Filip
2022 J jnl
Approximations in Deep Learning.
CoRR
Etienne Dupuis, Silviu-Ioan Filip, Olivier Sentieys, David Novo, Ian O'Connor, Alberto Bosio
2022 — conf
Mixing Low-Precision Formats in Multiply-Accumulate Units for DNN Training.
FPT
Mariko Tatsumi, Silviu-Ioan Filip, Caroline White, Olivier Sentieys, Guy Lemieux
2021 C conf
AdequateDL: Approximating Deep Learning Accelerators.
DDECS
Olivier Sentieys, Silviu-Ioan Filip, David Briand, David Novo, Etienne Dupuis, Ian O'Connor, Alberto Bosio
2021 C conf
Towards Arithmetic-Centered Filter Design.
ARITH
Florent de Dinechin, Silviu-Ioan Filip, Martin Kumm, Anastasia Volkova
2019 J jnl
Smooth Random Functions, Random ODEs, and Gaussian Processes.
SIAM Rev.
Silviu-Ioan Filip, Aurya Javeed, Lloyd N. Trefethen
2019 C conf
Table-Based versus Shift-And-Add Constant Multipliers for FPGAs.
ARITH
Florent de Dinechin, Silviu-Ioan Filip, Martin Kumm, Luc Forget
2018 C conf
A High Throughput Polynomial and Rational Function Approximations Evaluator.
ARITH
Nicolas Brisebarre, George A. Constantinides, Milos Ercezovac, Silviu-Ioan Filip, Matei Istoan, Jean-Michel Muller
2018 J jnl
A Lattice Basis Reduction Approach for the Design of Finite Wordlength FIR Filters.
IEEE Trans. Signal Process.
Nicolas Brisebarre, Silviu-Ioan Filip, Guillaume Hanrot
2018 J jnl
Rational Minimax Approximation via Adaptive Barycentric Representations.
SIAM J. Sci. Comput.
Silviu-Ioan Filip, Yuji Nakatsukasa, Lloyd N. Trefethen, Bernhard Beckermann
2016 J jnl
A Robust and Scalable Implementation of the Parks-McClellan Algorithm for Designing FIR Filters.
ACM Trans. Math. Softw.
Silviu-Ioan Filip
2016 — —
Robust tools for weighted Chebyshev approximation and applications to digital filter design. (Outils robustes pour l'approximation de Chebyshev pondérée et applications à la synthèse de filtres numériques).
Silviu-Ioan Filip