Anastasia Volkova Chargée de recherche, Inria Lyon

Identifiants chercheurs

IdHAL :

a-volkova

ORCID :

0000-0002-0702-5652

IdRef :

080754643

Publications

Article dans une revue (6)

Reconfigurable Constant Multipliers: Hardware Models, Optimization Algorithm and Applications Bastien Barbe,Louis Ledoux,Anastasia Volkova,Florent de Dinechin Microprocessors and Microsystems: Embedded Hardware Design , 2026, pp.105270. ⟨10.1016/j.micpro.2026.105270⟩ Article dans une revue hal-05510936v1
Toward the Multiple Constant Multiplication at Minimal Hardware Cost Rémi Garcia,Anastasia Volkova IEEE Transactions on Circuits and Systems I: Regular Papers, 2023, pp.1-13. ⟨10.1109/TCSI.2023.3241859⟩ Article dans une revue hal-03784625v3
Hardware-aware Design of Multiplierless Second-Order IIR Filters with Minimum Adders Rémi Garcia,Anastasia Volkova,Martin Kumm,Alexandre Goldsztejn,Jonas Kühle IEEE Transactions on Signal Processing, 2022, 70, pp.1673-1686. ⟨10.1109/tsp.2022.3161158⟩ Article dans une revue hal-03208221v3
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
Arithmetic approaches for rigorous design of reliable Fixed-Point LTI filters Anastasia Volkova,Thibault Hilaire,Christoph Lauter IEEE Transactions on Computers, 2020, 69 (4), pp.489 - 504. ⟨10.1109/TC.2019.2950658⟩ Article dans une revue hal-01918650v2
Towards Hardware IIR Filters Computing Just Right: Direct Form I Case Study Anastasia Volkova,Matei Istoan,Florent de Dinechin,Thibault Hilaire IEEE Transactions on Computers, 2019, 68 (4), pp.597 - 608. ⟨10.1109/TC.2018.2879432⟩ Article dans une revue hal-01561052v3

Communication dans un congrès (24)

Sigma Delta DACs for Low Latency High Sampling Rate Audio on an FPGA Jonas Hopner,Romain Michon,Anastasia Volkova DASIP 2026 - Workshop on Design and Architectures for Signal and Image Processing, Jan 2026, Krakow (Cracovie), Poland Communication dans un congrès hal-05583124v1
Quantization-aware training: a tradeoff between training and fine-tuning for domain-specific language models Xavier Pillet,Cédric Gernigon,Anastasia Volkova,Richard Dufour,Adeline Granetet al. AccML 2026 - 8th Workshop on Accelerated Machine Learning, Jan 2026, Krakow (Cracovie), Poland Communication dans un congrès hal-05489187v1
Reducing the Hardware Gap for Custom Accelerators through Quantization Aware Training Bastien Barbe,Romain Bouarah,Florent de Dinechin,Anastasia Volkova AccML 2026 - 8th Workshop on Accelerated Machine Learning, Jan 2026, Krakow (Cracovie), Poland Communication dans un congrès hal-05466817v2
Training for Mixed-Precision Integer Weights, Activations and Embeddings in BERT Cédric Gernigon,Xavier Pillet,Anastasia Volkova,Richard Dufour DASIP 2026: Workshop on Design and Architectures for Signal and Image Processing, Jan 2026, Krakow (Cracovie), Poland Communication dans un congrès hal-05322672v2
Towards optimal reconfigurable constant multipliers Bastien Barbe,Xiao Peng,Anastasia Volkova,Florent de Dinechin 28th Conference on Digital System Design (DSD), Euromicro, Sep 2025, Salerno, Italy. pp.418-425, ⟨10.1109/DSD67783.2025.00064⟩ Communication dans un congrès hal-05094796v2
A new Constraint Programming model for the Multiple Constant Multiplication Théo Cantaloube,Xiao Peng,Christine Solnon,Anastasia Volkova ModRef 2025 - 24th workshop on Constraint Modelling and Reformulation, Aug 2025, Glasgow, United Kingdom Communication dans un congrès hal-05251229v1
Hardware-optimal digital FIR filters: one ILP to rule them all and in faithfulness bind them Anastasia Volkova,Rémi Garcia,Florent de Dinechin,Martin Kumm 2023 Asilomar Conference on Signals, Systems, and Computers, Oct 2023, Asilomar, United States Communication dans un congrès hal-04398268v1
Towards Fixed-Point Formats Determination for Faust Programs Agathe Herrou,Florent de Dinechin,Stéphane Letz,Yann Orlarey,Anastasia Volkova Journées d'Informatique Musicale 2024, May 2024, Marseille, France Communication dans un congrès hal-04489647v1
Multiple Constant Multiplication: From Target Constants to Optimized Pipelined Adder Graphs Rémi Garcia,Anastasia Volkova 2023 33rd International Conference on Field-Programmable Logic and Applications (FPL), Sep 2023, Gothenburg, France. pp.137-143, ⟨10.1109/FPL60245.2023.00027⟩ Communication dans un congrès hal-03943273v2
Hardware-Aware Quantization for Multiplierless Neural Network Controllers Tobias Habermann,Jonas Kühle,Martin Kumm,Anastasia Volkova The IEEE Asia Pacific Conference on Circuits and Systems (APCCAS), Nov 2022, Shenzhen, China. ⟨10.1109/APCCAS55924.2022.10090271⟩ Communication dans un congrès hal-03908463v1
A New Model for the Multiple Constant Multiplication Problem Rémi Garcia,Anastasia Volkova,Alexandre Goldsztejn 23ème congrès annuel de la Société Française de Recherche Opérationnelle et d'Aide à la Décision, INSA Lyon, Feb 2022, Villeurbanne - Lyon, France Communication dans un congrès hal-03596159v1
Truncated Multiple Constant Multiplication with Minimal Number of Full Adders Rémi Garcia,Anastasia Volkova,Martin Kumm ISCAS 2022, May 2022, Austin, Texas, United States. pp.263-267, ⟨10.1109/ISCAS48785.2022.9937441⟩ Communication dans un congrès hal-03582935v1
Towards Arithmetic-Centered Filter Design Florent de Dinechin,Silviu-Ioan Filip,Martin Kumm,Anastasia Volkova ARITH 2021 - 28th IEEE Symposium on Computer Arithmetic, Jun 2021, Torino, Italy. pp.1-4, ⟨10.1109/ARITH51176.2021.00032⟩ Communication dans un congrès hal-03220258v1
A Framework for Semi-Automatic Precision and Accuracy Analysis for Fast and Rigorous Deep Learning Christoph Lauter,Anastasia Volkova IEEE Symposium on Computer Arithmetic (ARITH), Jun 2020, Portland, United States. ⟨10.1109/arith48897.2020.00023⟩ Communication dans un congrès hal-02473300v1
Semi-automatic implementation of the complementary error function Anastasia Volkova,Jean-Michel Muller ARITH 2019 - 26th IEEE Symposium on Computer Arithmetic, Jun 2019, Kyoto, Japan. pp.1-8 Communication dans un congrès hal-02002315v2
FiXiF toolbox : validated numerics for sound digital filter implementations Anastasia Volkova 18th International Symposium on Scientific Computing, Computer Arithmetics and Verified Numerics., Sep 2018, Tokyo, Japan Communication dans un congrès hal-02064338v1
Error analysis methods for the fixed-point implementation of linear systems Thibault Hilaire,Anastasia Volkova 2017 IEEE International Workshop on Signal Processing Systems (SiPS), Oct 2017, Lorient, France. ⟨10.1109/SiPS.2017.8109991⟩ Communication dans un congrès hal-02064330v1
Reliable verification of digital implemented filters against frequency specifications Anastasia Volkova,Christoph Lauter,Thibault Hilaire 24th IEEE Symposium on Computer Arithmetic (ARITH 24), Jul 2017, London, United Kingdom Communication dans un congrès hal-01432000v3
Multiplierless Unified Architecture for Mixed Radix−2/3/4 FFTs Fahad Qureshi,Jarmo Takala,Anastasia Volkova,Thibault Hilaire 25th European Signal Processing Conference, EUSIPCO 2017,, Aug 2017, Kos island, Greece Communication dans un congrès hal-01528597v1
Computing the Worst-Case Peak Gain of Digital Filter in Interval Arithmetic Anastasia Volkova,Christoph Lauter,Thibault Hilaire 17th International Symposium on Scientific Computing, Computer Arithmetics and Verified Numerics. , Sep 2016, Uppsala, Sweden Communication dans un congrès hal-01347634v1
Reliable fixed-point implementation of linear data-flows Thibault Hilaire,Anastasia Volkova,Maminionja Ravoson IEEE International Workshop on Signal Processing Systems (SiPS), Oct 2016, Dallas, United States Communication dans un congrès hal-01347637v2
Reliable evaluation of the Worst-Case Peak Gain matrix in multiple precision Anastasia Volkova,Thibault Hilaire,Christoph Q. Lauter ARITH 22 - 22nd IEEE Symposium on Computer Arithmetic, Jun 2015, Lyon, France. pp.96-103, ⟨10.1109/ARITH.2015.14⟩ Communication dans un congrès hal-01083879v3
Determining fixed-point formats for a digital filter implementation using the worst-case peak gain measure Anastasia Volkova,Thibault Hilaire,Christoph Lauter 49th Asilomar Conference on Signals, Systems and Computers , Nov 2015, Pacific Grove, CA United States. pp.737-741, ⟨10.1109/ACSSC.2015.7421231⟩ Communication dans un congrès hal-01308403v1
FIXED-POINT IMPLEMENTATION OF LATTICE WAVE DIGITAL FILTER: COMPARISON AND ERROR ANALYSIS Anastasia Volkova,Thibault Hilaire 23rd European Signal Processing Conference, EUSIPCO 2015, Aug 2015, Nice, France Communication dans un congrès hal-01175663v1

Pré-publication, Document de travail (5)

Contribution to Error Analysis of Deep Neural Networks: Case of the Activation Functions Maria L. Reyna Cruz,Kristalys Ruiz-Rohena,Yahriel I. Guel,Henry Salgado,Lisa Taldiret al. 2025 Pré-publication, Document de travail hal-05367563v1
KANHard: Training Hardware-Friendly Kolmogorov-Arnold Networks Romain Bouarah,Bastien Barbe,Anastasia Volkova,Florent de Dinechin 2025 Pré-publication, Document de travail hal-05388006v1
Entre performance et frugalité en TAL : Approches pour la réduction de la taille des (L)LMs Xavier Pillet,Anastasia Volkova,Nicolas Greffard,Richard Dufour 2024 Pré-publication, Document de travail (working paper) hal-04576377v1
A New Model for the Multiple Constant Multiplication Problem Rémi Garcia,Anastasia Volkova,Alexandre Goldsztejn 2021 Pré-publication, Document de travail hal-03454510v1
Multiplierless Processing Element for Non-Power-of-Two FFTs Fahad Qureshi,Anastasia Volkova,Thibault Hilaire,Jarmo Takala 2018 Pré-publication, Document de travail hal-01690832v1

Rapport (1)

Design of optimal multiplierless digital filters Rémi Garcia,Anastasia Volkova,Alexandre Goldsztejn Université de Nantes. 2020 Rapport hal-03940617v1

Thèse (1)

Towards reliable implementation of digital filters Anastasia Volkova Computer Arithmetic. Université Pierre et Marie Curie - Paris VI, 2017. English. ⟨NNT : 2017PA066579⟩ Thèse tel-01916214v1