Autonomous System for Performing Dexterous, Human-Level Manipulation Tasks as Response to External Stimuli in Real Time. - Ana Neacsu; Corneliu Burileanu; Horia Cucu (FABULOUS, 2017)

Automatic EMG-based Hand Gesture Recognition System using Time-Domain Descriptors and Fully-Connected Neural Networks. - Ana Antonia Neacsu; George Cioroiu; Anamaria Radoi; Corneliu Burileanu (TSP, 2019)

Signal Denoising Using a New Class of Robust Neural Networks. - Ana Neacsu; Kavya Gupta; Jean-Christophe Pesquet; Corneliu Burileanu (EUSIPCO, 2020)

Accuracy-Robustness Trade-Off for Positively Weighted Neural Networks. - Ana Neacsu; Jean-Christophe Pesquet; Corneliu Burileanu (ICASSP, 2020)

Towards extending real-time EMG-based gesture recognition system. - Cristina Andronache; Marian Negru; Ana Neacsu; George Cioroiu; Anamaria Radoi; Corneliu Burileanu (TSP, 2020)

A Deep Learning Approach For Improved Segmentation Of Lesions Related To Covid-19 Chest CT Scans. - Vlad Vasilescu; Ana Neacsu; Emilie Chouzenoux; Jean-Christophe Pesquet; Corneliu Burileanu (ISBI, 2021)

Design of Robust Complex-Valued Feed-Forward Neural Networks. - Ana Neacsu; Razvan Ciubotaru; Jean-Christophe Pesquet; Corneliu Burileanu (EUSIPCO, 2022)

Automatic Gesture Recognition Framework Based on Forearm EMG Activity. - Cristina Andronache; Marian Negru; Ioana Baditoiu; George Cioroiu; Ana Neacsu; Corneliu Burileanu (TSP, 2022)

Personalized Multi-Track Leveling Algorithm. - Bogdan Morosanu; Marian Negru; Ana Neacsu; Cristian Negrescu; Constantin Paleologu (SpeD, 2023)

Automatic Audio Upmixing Based on Source Separation and Ambient Extraction Algorithms. - Marian Negru; Bogdan Morosanu; Ana Neacsu; Dragos Draghicescu; Cristian Negrescu (SpeD, 2023)

Robust Deep learning methods inspired by signal processing algorithms. (Méthodes robustes d'apprentissage profond inspirées d'algorithmes de traitement du signal / Metode robuste de învăt, are profundă inspirate din algoritmi de procesare de semnal). - Ana Neacsu (2023)

Robust and hardware agnostic EEG signal processing tool. - Dan Curavale; Cristina Andronache; Ana Neacsu (COMM, 2024)

Testing the Robustness of Deepfake Detectors. - Andrei Radu; Ana Neacsu (COMM, 2024)

Are Almost Non-Negative Neural Networks Universal Approximators? - Vlad Vasilescu; Ana Neacsu; Jean-Christophe Pesquet (MLSP, 2024)

ABBA Neural Networks: Coping with Positivity, Expressivity, and Robustness. - Ana Neacsu; Jean-Christophe Pesquet; Vlad Vasilescu; Corneliu Burileanu (SIAM J. Math. Data Sci., 2024)

Training Graph Neural Networks Subject to a Tight Lipschitz Constraint. - Simona Ioana Juvina; Ana Antonia Neacsu; Jérôme Rony; Jean-Christophe Pesquet; Corneliu Burileanu; Ismail Ben Ayed (Trans. Mach. Learn. Res., 2024)

EMG-Based Automatic Gesture Recognition Using Lipschitz-Regularized Neural Networks. - Ana Neacsu; Jean-Christophe Pesquet; Corneliu Burileanu (ACM Trans. Intell. Syst. Technol., 2024)

Fine-Tuning Adversarially-Robust Transformers for Single-Image Dehazing. - Vlad Vasilescu; Ana Neacsu; Daniela Faur (CoRR, 2025)

A Complex UNet Approach for Non-Invasive Fetal ECG Extraction Using Single-Channel Dry Textile Electrodes. - Iulia Orvas; Andrei Radu; Alessandra Galli; Ana Neacsu; Elisabetta Peri (CoRR, 2025)