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Colucci, Alessio

Main Affiliation Organisationszuordnung

E191-02 - Forschungsbereich Embedded Computing Systems

Own Publications Eigene Publikationen

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		Preview	Author(s)	Title	Type	Issue Date
	1		Colucci, Alessio	Towards Transient Fault Mitigation Techniques Optimized for Compressed Neural Networks	Inproceedings Konferenzbeitrag	10-Aug-2023
	2		Marchisio, Alberto ; De Marco, Antonio ; Colucci, Alessio ; Martina, Maurizio ; Shafique, Muhammad	RobCaps: Evaluating the Robustness of Capsule Networks against Affine Transformations and Adversarial Attacks	Inproceedings Konferenzbeitrag	2-Aug-2023
	3		Colucci, Alessio ; Steininger, Andreas ; Shafique, Muhammad	enpheeph: A Fault Injection Framework for Spiking and Compressed Deep Neural Networks	Inproceedings Konferenzbeitrag	2022
	4		Ahmadi, Mahya Morid ; Alrahis, Lilas ; Colucci, Alessio ; Sinanoglu, Ozgur ; Shafique, Muhammad	NeuroUnlock: Unlocking the Architecture of Obfuscated Deep Neural Networks	Inproceedings Konferenzbeitrag	2022
	5		Colucci, Alessio ; Juhasz, David ; Mosbeck, Martin ; Marchisio, Alberto ; Rehman, Semeen ; Kreutzer, Manfred ; Nadbath, Gunther ; Jantsch, Axel ; Shafique, Muhammad	MLComp: A Methodology for Machine Learning-based Performance Estimation and Adaptive Selection of Pareto-Optimal Compiler Optimization Sequences	Konferenzbeitrag Inproceedings	2021
	6		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
	7		Marchisio, Alberto ; Bussolino, Beatrice ; Colucci, Alessio ; Martina, Maurizio ; Masera, Guido ; Shafique, Muhammad	Q-CapsNets: A Specialized Framework for Quantizing Capsule Networks	Konferenzbeitrag Inproceedings	2020
	8		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