Alberto Marchisio
Technische Universität Wien
H-index: 17
Europe-Austria
Top articles of Alberto Marchisio
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Embodied neuromorphic artificial intelligence for robotics: Perspectives, challenges, and research development stack | arXiv preprint arXiv:2404.03325 | Rachmad Vidya Wicaksana Putra Alberto Marchisio Fakhreddine Zayer Jorge Dias Muhammad Shafique | 2024/4/4 |
A Comparative Analysis of Hybrid-Quantum Classical Neural Networks | arXiv preprint arXiv:2402.10540 | Kamila Zaman Tasnim Ahmed Muhammad Abdullah Hanif Alberto Marchisio Muhammad Shafique | 2024/2/16 |
A Methodology to Study the Impact of Spiking Neural Network Parameters considering Event-Based Automotive Data | arXiv preprint arXiv:2404.03493 | Iqra Bano Rachmad Vidya Wicaksana Putra Alberto Marchisio Muhammad Shafique | 2024/4/4 |
TinyCL: An Efficient Hardware Architecture for Continual Learning on Autonomous Systems | arXiv preprint arXiv:2402.09780 | Eugenio Ressa Alberto Marchisio Maurizio Martina Guido Masera Muhammad Shafique | 2024/2/15 |
QFNN-FFD: Quantum Federated Neural Network for Financial Fraud Detection | arXiv preprint arXiv:2404.02595 | Nouhaila Innan Alberto Marchisio Muhammad Shafique Mohamed Bennai | 2024/4/3 |
FedQNN: Federated Learning using Quantum Neural Networks | arXiv preprint arXiv:2403.10861 | Nouhaila Innan Muhammad Al-Zafar Khan Alberto Marchisio Muhammad Shafique Mohamed Bennai | 2024/3/16 |
AdvQuNN: A Methodology for Analyzing the Adversarial Robustness of Quanvolutional Neural Networks | arXiv preprint arXiv:2403.05596 | Walid El Maouaki Alberto Marchisio Taoufik Said Mohamed Bennai Muhammad Shafique | 2024/3/7 |
SNN4Agents: A Framework for Developing Energy-Efficient Embodied Spiking Neural Networks for Autonomous Agents | arXiv preprint arXiv:2404.09331 | Rachmad Vidya Wicaksana Putra Alberto Marchisio Muhammad Shafique | 2024/4/14 |
Studying the Impact of Quantum-Specific Hyperparameters on Hybrid Quantum-Classical Neural Networks | arXiv preprint arXiv:2402.10605 | Kamila Zaman Tasnim Ahmed Muhammad Kashif Muhammad Abdullah Hanif Alberto Marchisio | 2024/2/16 |
Sevuc: A study on the security vulnerabilities of capsule networks against adversarial attacks | Microprocessors and Microsystems | Alberto Marchisio Giorgio Nanfa Faiq Khalid Muhammad Abdullah Hanif Maurizio Martina | 2023/2/1 |
Adversarial ML for DNNs, CapsNets, and SNNs at the Edge | Alberto Marchisio Muhammad Abdullah Hanif Muhammad Shafique | 2023/10/7 | |
Cross-Layer Optimizations for Energy-Efficiency and Robustness of Advanced Machine Learning Architectures | Alberto Marchisio | 2023 | |
A Homomorphic Encryption Framework for Privacy-Preserving Spiking Neural Networks | Information | Farzad Nikfam Raffaele Casaburi Alberto Marchisio Maurizio Martina Muhammad Shafique | 2023/10/1 |
SwiftTron: An efficient hardware accelerator for quantized transformers | Alberto Marchisio Davide Dura Maurizio Capra Maurizio Martina Guido Masera | 2023/6/18 | |
A Survey on Quantum Machine Learning: Current Trends, Challenges, Opportunities, and the Road Ahead | Kamila Zaman Alberto Marchisio Muhammad Abdullah Hanif Muhammad Shafique | 2023/10/16 | |
RobCaps: evaluating the robustness of capsule networks against affine transformations and adversarial attacks | Alberto Marchisio Antonio De Marco Alessio Colucci Maurizio Martina Muhammad Shafique | 2023/6/18 | |
Hardware and Software Optimizations for Capsule Networks | Alberto Marchisio Beatrice Bussolino Alessio Colucci Vojtech Mrazek Muhammad Abdullah Hanif | 2023/10/10 | |
ISMatch: A real-time hardware accelerator for inexact string matching of DNA sequences on FPGA | Microprocessors and Microsystems | Alberto Marchisio Federico Teodonio Antonello Rizzi Muhammad Shafique | 2023/3/1 |
Embedded Neuromorphic Using Intel’s Loihi Processor | Alberto Marchisio Muhammad Shafique | 2023/10/10 | |
Enabling capsule networks at the edge through approximate softmax and squash operations | Alberto Marchisio Beatrice Bussolino Edoardo Salvati Maurizio Martina Guido Masera | 2022/8/1 |
Co-Authors
