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Martina, Maurizio

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	Author(s)	Title	Type	Issue Date
1	Marchisio, Alberto ; Nanfa, Giorgio ; Khalid, Faiq ; Hanif, Muhammad Abdullah ; Martina, Maurizio ; Shafique, Muhammad	SeVuc: A study on the Security Vulnerabilities of Capsule Networks against adversarial attacks	Article Artikel	Feb-2023
2	Viale, Alberto ; Marchisio, Alberto ; Martina, Maurizio ; Masera, Guido ; Shafique, Muhammad	LaneSNNs: Spiking Neural Networks for Lane Detection on the Loihi Neuromorphic Processor	Inproceedings Konferenzbeitrag	Dec-2022
3	Marchisio, Alberto ; Bussolino, Beatrice ; Salvati, Edoardo ; Martina, Maurizio ; Masera, Guido ; Shafique, Muhammad	Enabling Capsule Networks at the Edge through Approximate Softmax and Squash Operations	Inproceedings Konferenzbeitrag	2022
4	Hanif, Muhammad Abdullah ; Sarda, Giuseppe Maria ; Marchisio, Alberto ; Masera, Guido ; Martina, Maurizio ; Shafique, Muhammad	CoNLoCNN: Exploiting Correlation and Non-Uniform Quantization for Energy-Efficient Low-precision Deep Convolutional Neural Networks	Inproceedings Konferenzbeitrag	2022
5	Viale, Alberto ; Marchisio, Alberto ; Martina, Maurizio ; Masera, Guido ; Shafique, Muhammad	CarSNN: An Efficient Spiking Neural Network for Event-Based Autonomous Cars on the Loihi Neuromorphic Research Processor	Konferenzbeitrag Inproceedings	2021
6	Marchisio, Alberto ; Pira, Giacomo ; Martina, Maurizio ; Masera, Guido ; Shafique, Muhammad	DVS-Attacks: Adversarial Attacks on Dynamic Vision Sensors for Spiking Neural Networks	Konferenzbeitrag Inproceedings	2021
7	Marchisio, Alberto ; Pira, Giacomo ; Martina, Maurizio ; Masera, Guido ; Shafique, Muhammad	R-SNN: An Analysis and Design Methodology for Robustifying Spiking Neural Networks against Adversarial Attacks through Noise Filters for Dynamic Vision Sensors	Konferenzbeitrag Inproceedings	2021
8	Marchisio, Alberto ; Massa, Andrea ; Mrazek, Vojtech ; Bussolino, Beatrice ; Martina, Maurizio ; Shafique, Muhammad	NASCaps	Konferenzbeitrag Inproceedings	2020
9	Colucci, Alessio ; Marchisio, Alberto ; Bussolino, Beatrice ; Mrazek, Voitech ; Martina, Maurizio ; Masera, Guido ; Shafique, Muhammad	A Fast Design Space Exploration Framework for the Deep Learning Accelerators: Work-in-Progress	Konferenzbeitrag Inproceedings	2020
10	Marchisio, Alberto ; Bussolino, Beatrice ; Colucci, Alessio ; Martina, Maurizio ; Masera, Guido ; Shafique, Muhammad	Q-CapsNets: A Specialized Framework for Quantizing Capsule Networks	Konferenzbeitrag Inproceedings	2020
11	Marchisio, Alberto ; Bussolino, Beatrice ; Colucci, Alessio ; Hanif, Muhammad Abdullah ; Martina, Maurizio ; Masera, Guido ; Shafique, Muhammad	FasTrCaps: An Integrated Framework for Fast yet Accurate Training of Capsule Networks	Konferenzbeitrag Inproceedings	2020
12	Marchisio, Alberto ; Nanfa, Giorgio ; Khalid, Faiq ; Hanif, Muhammad Abdullah ; Martina, Maurizio ; Shafique, Muhammad	Is Spiking Secure? A Comparative Study on the Security Vulnerabilities of Spiking and Deep Neural Networks	Konferenzbeitrag Inproceedings	2020
13	Capra, Maurizio ; Bussolino, Beatrice ; Marchisio, Alberto ; Masera, Guido ; Martina, Maurizio ; Shafique, Muhammad	Hardware and Software Optimizations for Accelerating Deep Neural Networks: Survey of Current Trends, Challenges, and the Road Ahead	Artikel Article	2020
14	Massa, Riccardo ; Marchisio, Alberto ; Martina, Maurizio ; Shafique, Muhammad	An Efficient Spiking Neural Network for Recognizing Gestures with a DVS Camera on the Loihi Neuromorphic Processor	Konferenzbeitrag Inproceedings	2020
15	Venceslai, Valerio ; Marchisio, Alberto ; Alouani, Ihsen ; Martina, Maurizio ; Shafique, Muhammad	NeuroAttack: Undermining Spiking Neural Networks Security through Externally Triggered Bit-Flips	Konferenzbeitrag Inproceedings	2020
16	Capra, Maurizio ; Bussolino, Beatrice ; Marchisio, Alberto ; Shafique, Muhammad ; Masera, Guido ; Martina, Maurizio	An Updated Survey of Efficient Hardware Architectures for Accelerating Deep Convolutional Neural Networks	Artikel Article	2020
17	Marchisio, Alberto ; Nanfa, Giorgio ; Martina, Maurizio ; Shafique, Muhammad	Security Vulnerabilities of Deep, Capsule and Spiking Neural Networks against Adversarial Attacks	Konferenzbeitrag Inproceedings	2019
18	Marchisio, Alberto ; Nanfa, Giorgio ; Khalid, Faiq ; Hanif, Muhammad Abdullah ; Martina, Maurizio ; Shafique, Muhammad	CapsAttacks: Robust and Imperceptible Adversarial Attacks on Capsule Networks	Konferenzbeitrag Inproceedings	2019
19	Paltrinieri, Alberto ; Peloso, Riccardo ; Masera, Guido ; Shafique, Muhammad ; Martina, Maurizio	On the Effect of Approximate-Computing in Motion Estimation	Artikel Article	2019
20	Marchisio, Alberto ; Hanif, Muhammad Abdullah ; Martina, Maurizio ; Shafique, Muhammad	PruNet: Class-Blind Pruning Method For Deep Neural Networks	Konferenzbeitrag Inproceedings	2018