Alberto Marchisio

1. Securing Deep Spiking Neural Networks against Adversarial Attacks\n through Inherent Structural Parameters
   2020/12/09 by Rida El-Allami, El-Allami, Rida, Alberto Marchisio +5 · 6 citations
   Engineering · Computer Science · #Advanced Memory and Neural Computing #Adversarial Robustness in Machine Learning #Physical Unclonable Functions (PUFs) and Hardware Security
2. A Survey on Quantum Machine Learning: Current Trends, Challenges, Opportunities, and the Road Ahead
   2023/10/16 by Kamila Zaman, Alberto Marchisio, Zaman, Kamila +5 · 7 citations
   Computer Science · #Computational Physics and Python Applications #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Physics (quant-ph)
3. QFNN-FFD: Quantum Federated Neural Network for Financial Fraud Detection
   2024/04/03 by Nouhaila Innan, Alberto Marchisio, Innan, Nouhaila +5 · 8 citations
   Decision Sciences · Computer Science · #Stock Market Forecasting Methods #Imbalanced Data Classification Techniques
4. SwiftTron: An Efficient Hardware Accelerator for Quantized Transformers
   2023/04/08 by Alberto Marchisio, Marchisio, Alberto, Davide Dura +9 · 3 citations
   Computer Science · #Parallel Computing and Optimization Techniques #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications
5. An Efficient Spiking Neural Network for Recognizing Gestures with a DVS\n Camera on the Loihi Neuromorphic Processor
   2020/05/16 by Riccardo Massa, Alberto Marchisio, Massa, Riccardo +5 · 2 citations
   Engineering · Neuroscience · #Advanced Memory and Neural Computing #Ferroelectric and Negative Capacitance Devices #Neural dynamics and brain function
6. DVS-Attacks: Adversarial Attacks on Dynamic Vision Sensors for Spiking\n Neural Networks
   2021/07/01 by Alberto Marchisio, Giacomo Pira, Marchisio, Alberto +7 · 1 citation
   Computer Science · Engineering · #Advanced Memory and Neural Computing #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG)
7. CapStore: Energy-Efficient Design and Management of the On-Chip Memory for CapsuleNet Inference Accelerators
   2019/02/04 by Alberto Marchisio, Marchisio, Alberto, Muhammad Abdullah Hanif +5 · 1 voice
   Computer Science · #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Machine Learning (cs.LG) #cs.AR #cs.LG
8. PO-QA: A Framework for Portfolio Optimization using Quantum Algorithms
   2024/07/29 by Kamila Zaman, Alberto Marchisio, Zaman, Kamila +5 · 3 citations
   Computer Science · #Quantum Computing Algorithms and Architecture
9. CoNLoCNN: Exploiting Correlation and Non-Uniform Quantization for Energy-Efficient Low-precision Deep Convolutional Neural Networks
   2022/07/31 by Muhammad Abdullah Hanif, Hanif, Muhammad Abdullah, Giuseppe Maria Sarda +9 · 1 citation
   Computer Science · Neuroscience · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Brain Tumor Detection and Classification #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Machine Learning (cs.LG)
10. Quantum Neural Networks: A Comparative Analysis and Noise Robustness Evaluation
    2025/01/24 by Tasnim Ahmed, Ahmed, Tasnim, Muhammad Kashif +5 · 2 citations
    Computer Science · #FOS: Physical sciences #Neural Networks and Applications #Quantum Physics (quant-ph)
11. PN-QNN: Harnessing Physical Noise as a Native Regularizer in Photonic Hybrid Quantum Neural Networks
    2026/07/22 by Farah Elnakhal, Alberto Marchisio, Nouhaila Innan +2
    #quant-ph #cs.LG