A Robust and Scalable Implementation of the Parks-McClellan Algorithm for Designing FIR Filters. - Silviu-Ioan Filip (ACM Trans. Math. Softw., 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 (2016)

A High Throughput Polynomial and Rational Function Approximations Evaluator. - Nicolas Brisebarre; George A. Constantinides; Milos Ercezovac; Silviu-Ioan Filip; Matei Istoan; Jean-Michel Muller (ARITH, 2018)

Rational Minimax Approximation via Adaptive Barycentric Representations. - Silviu-Ioan Filip; Yuji Nakatsukasa; Lloyd N. Trefethen; Bernhard Beckermann (SIAM J. Sci. Comput., 2018)

A Lattice Basis Reduction Approach for the Design of Finite Wordlength FIR Filters. - Nicolas Brisebarre; Silviu-Ioan Filip; Guillaume Hanrot (IEEE Trans. Signal Process., 2018)

Table-Based versus Shift-And-Add Constant Multipliers for FPGAs. - Florent de Dinechin; Silviu-Ioan Filip; Martin Kumm; Luc Forget (ARITH, 2019)

Smooth Random Functions, Random ODEs, and Gaussian Processes. - Silviu-Ioan Filip; Aurya Javeed; Lloyd N. Trefethen (SIAM Rev., 2019)

Towards Arithmetic-Centered Filter Design. - Florent de Dinechin; Silviu-Ioan Filip; Martin Kumm; Anastasia Volkova (ARITH, 2021)

AdequateDL: Approximating Deep Learning Accelerators. - Olivier Sentieys; Silviu-Ioan Filip; David Briand; David Novo; Etienne Dupuis; Ian O'Connor; Alberto Bosio (DDECS, 2021)

Mixing Low-Precision Formats in Multiply-Accumulate Units for DNN Training. - Mariko Tatsumi; Silviu-Ioan Filip; Caroline White; Olivier Sentieys; Guy Lemieux (FPT, 2022)

Approximations in Deep Learning. - Etienne Dupuis; Silviu-Ioan Filip; Olivier Sentieys; David Novo; Ian O'Connor; Alberto Bosio (CoRR, 2022)

Towards Machine-Efficient Rational L∞-Approximations of Mathematical Functions. - Nicolas Brisebarre; Silviu-Ioan Filip (ARITH, 2023)

Low-Precision Floating-Point for Efficient On-Board Deep Neural Network Processing. - Cédric Gernigon; Silviu-Ioan Filip; Olivier Sentieys; Clément Coggiola; Mickael Bruno (CoRR, 2023)

Design of Optimal Multiplierless FIR Filters With Minimal Number of Adders. - Martin Kumm; Anastasia Volkova; Silviu-Ioan Filip (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2023)

AdaQAT: Adaptive Bit-Width Quantization-Aware Training. - Cédric Gernigon; Silviu-Ioan Filip; Olivier Sentieys; Clément Coggiola; Mickael Bruno (AICAS, 2024)

FPGA-based CNN Acceleration using Pattern-Aware Pruning. - Léo Pradels; Silviu-Ioan Filip; Olivier Sentieys; Daniel Chillet; Thibaut Le Calloch (AICAS, 2024)

Efficient Neural Networks: from SW optimization to specialized HW accelerators. - Marcello Traiola; Angeliki Kritikakou; Silviu-Ioan Filip; Olivier Sentieys (CASES, 2024)

A Stochastic Rounding-Enabled Low-Precision Floating-Point MAC for DNN Training. - Sami Ben Ali; Silviu-Ioan Filip; Olivier Sentieys (DATE, 2024)

Probabilistic error analysis of limited-precision stochastic rounding. - El-Mehdi El Arar; Massimiliano Fasi; Silviu-Ioan Filip; Mantas Mikaitis (CoRR, 2024)

Hardware-Aware Training for Multiplierless Convolutional Neural Networks. - Rémi Garcia 001; Léo Pradels; Silviu-Ioan Filip; Olivier Sentieys (ARITH, 2025)

Range Extension with Supernormals for Mixed-Precision 8-bit DNN Training. - Shing Wai Pun; Bozhang Bao; Silviu-Ioan Filip; Guy Lemieux; John V. Kim; Nazar Misyats; Nirvik Pande; Victor Ravain; Robert Sherrick (ARITH, 2025)

MPTorch-FPGA: A Custom Mixed-Precision Framework for FPGA-Based DNN Training. - Sami Ben Ali; Silviu-Ioan Filip; Olivier Sentieys; Guy G. Lemieux (DATE, 2025)

SWAPPER: Dynamic Operand Swapping in Non-commutative Approximate Circuits for Online Error Reduction. - Marcello Traiola; Nazar Misyats; Silviu-Ioan Filip; Rémi Garcia 001; Angeliki Kritikakou (CoRR, 2025)

Mixed precision accumulation for neural network inference guided by componentwise forward error analysis. - El-Mehdi El Arar; Silviu-Ioan Filip; Theo Mary; Elisa Riccietti (CoRR, 2025)