MAURIZIO MARTINA

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Professore Associato (L.240)

Componente Commissione Strategie per le Tecnologie dell'Informazione
Referente Corsi di Studio (Laurea in INGEGNERIA ELETTRONICA)
Referente Corsi di Studio (Laurea Magistrale in INGEGNERIA ELETTRONICA (ELECTRONIC ENGINEERING))

+39 0110904205 / 4205 (DET)

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Pubblicazioni più recenti

Capra, M.; Bussolino, B.; Marchisio, A.; Masera, G.; Martina, M.; Shafique, M. (2020)
Hardware and Software Optimizations for Accelerating Deep Neural Networks: Survey of Current Trends, Challenges, and the Road Ahead. In: IEEE ACCESS, vol. 8, pp. 225134-225180. ISSN 2169-3536 Download fulltext
Kerr, M.; Fiengo, A.; Bravo, J. I.; Hinz, R.; Membibre, F.; Latorre, A.; Breit, Helko; ... (2020)
Advanced Data Chain Technologies for the Next Generation of Earth Observation Satellites Supporting On-Board Processing for Rapid Civil Alerts. Sta in: ESA EO Phi-week 2020, Virtual event, 28 September - 02 October 2020 Download fulltext
Garlando, Umberto; Bar-On, Lee; Ros, Paolo Motto; Sanginario, Alessandro; Peradotto, ... (2020)
Towards Optimal Green Plant Irrigation: Watering and Body Electrical Impedance. Sta in: 2020 IEEE International Symposium on Circuits and Systems (ISCAS), Sevilla, Spain, 10-21 Oct. 2020, pp. 1-5. ISBN: 978-1-7281-3320-1 Download fulltext
Marchisio, Alberto; Massa, Andrea; Mrazek, Vojtech; Bussolino, Beatrice; Martina, ... (2020)
NASCaps: A Framework for Neural Architecture Search to Optimize the Accuracy and Hardware Efficiency of Convolutional Capsule Networks. Sta in: 2020 IEEE/ACM International Conference On Computer Aided Design (ICCAD), Virtual Event, USA, 2 - 5 Novembre, pp. 1-9. ISBN: 9781450380263 Download fulltext
Kello, Jurgen; Roch, Massimo Ruo; Masera, Guido; Martina, Maurizio (2020)
Low-Complexity Reconfigurable DCT-V Architecture. In: IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS. II, EXPRESS BRIEFS, vol. 67, pp. 3417-3421. ISSN 1549-7747 Download fulltext
Colucci, Alessio; Marchisio, Alberto; Bussolino, Beatrice; Mrazek, Voitech; Martina, ... (2020)
A Fast Design Space Exploration Framework for the Deep Learning Accelerators: Work-in-Progress. Sta in: International Conference on Hardware/Software Codesign and System Synthesis (CODES+ISSS), Singapore, 20-25 September 2020, pp. 34-36. ISBN: 978-1-7281-9198-0 Download fulltext
Baccelli, Guido; Stathis, Dimitrios; Hemani, Ahmed; Martina, Maurizio (2020)
NACU: A Non-Linear Arithmetic Unit for Neural Networks. Sta in: Design Automation Conference, San Francisco (USA), 20-24 July 2020, pp. 1-6. ISBN: 978-1-7281-1085-1 Download fulltext
Marchisio, Alberto; Bussolino, Beatrice; Colucci, Alessio; Martina, Maurizio; Masera, ... (2020)
Q-CapsNets: A Specialized Framework for Quantizing Capsule Networks. Sta in: 2020 57th ACM/IEEE Design Automation Conference (DAC), San Francisco, CA, USA, USA, 20-24 July 2020, pp. 1-6. ISBN: 978-1-7281-1085-1 Download fulltext
Venceslai, Valerio; Marchisio, Alberto; Alouani, Ihsen; Martina, Maurizio; Shafique, ... (2020)
NeuroAttack: Undermining Spiking Neural Networks Security through Externally Triggered Bit-Flips. Sta in: 2020 International Joint Conference on Neural Networks (IJCNN), Glasgow (UK), 19-24 July 2020, pp. 1-8. ISBN: 978-1-7281-6926-2 Download fulltext
Massa, Riccardo; Marchisio, Alberto; Martina, Maurizio; Shafique, Muhammad (2020)
An Efficient Spiking Neural Network for Recognizing Gestures with a DVS Camera on the Loihi Neuromorphic Processor. Sta in: 2020 International Joint Conference on Neural Networks (IJCNN), Glasgow (UK), 19-24 July 2020, pp. 1-9. ISBN: 978-1-7281-6926-2 Download fulltext
Marchisio, Alberto; Bussolino, Beatrice; Colucci, Alessio; Hanif, Muhammad Abdullah; ... (2020)
FasTrCaps: An Integrated Framework for Fast yet Accurate Training of Capsule Networks. Sta in: 2020 International Joint Conference on Neural Networks (IJCNN), Glasgow (UK), 19-24 July 2020, pp. 1-8. ISBN: 978-1-7281-6926-2 Download fulltext
Marchisio, Alberto; Nanfa, Giorgio; Khalid, Faiq; Hanif, Muhammad Abdullah; Martina, ... (2020)
Is Spiking Secure? A Comparative Study on the Security Vulnerabilities of Spiking and Deep Neural Networks. Sta in: 2020 International Joint Conference on Neural Networks (IJCNN), Glasgow (UK), 19-24 July 2020, pp. 1-8. ISBN: 978-1-7281-6926-2 Download fulltext
Anzalone, Erik; Capra, Maurizio; Peloso, Riccardo; Martina, Maurizio; Masera, Guido (2020)
Low-Power Hardware Accelerator for Sparse Matrix Convolution in Deep Neural Network. Sta in: WIRN 2019, vietri sul mare, SA, 12-14 June, 2019, pp. 79-89. ISSN 2190-3018. ISBN: 978-981-15-5092-8
Sole, Luigi; Peloso, Riccardo; Capra, Maurizio; Ruo Roch, Massimo; Masera, Guido; ... (2020)
VLSI Architectures for the Steerable-Discrete-Cosine-Transform (SDCT). Sta in: ApplePies Applications in Electronics Pervading Industry, Environment and Society, Pisa, September 11-13, 2019, pp. 137-143. ISSN 1876-1100. ISBN: 978-3-030-37276-7
Capra, M.; Sapienza, S.; Motto Ros, P.; Serrani, A.; Martina, M.; Puiatti, A.; Bonato, ... (2020)
Assessing the feasibility of augmenting fall detection systems by relying on UWB-based position tracking and a home robot. In: SENSORS, vol. 20, pp. 1-22. ISSN 1424-8220 Download fulltext
Koleci, Kristjane; Baldi, Marco; Martina, Maurizio; Masera, Guido (2020)
A Hardware Implementation for Code-based Post-quantum Asymmetric Cryptography. Sta in: ITASEC20 - Italian Conference on Cybersecurity, Ancona (IT), February 4th-7th, 2020, pp. 141-153 Download fulltext
Capra, Maurizio; Bussolino, Beatrice; Marchisio, Alberto; Shafique, Muhammad; Masera, ... (2020)
An Updated Survey of Efficient Hardware Architectures for Accelerating Deep Convolutional Neural Networks. In: FUTURE INTERNET, vol. 12, pp. 113-134. ISSN 1999-5903 Download fulltext
Peloso, Riccardo; Capra, Maurizio; Sole, Luigi; Ruo Roch, Massimo; Masera, Guido; ... (2020)
Steerable-Discrete-Cosine-Transform (SDCT): Hardware Implementation and Performance Analysis. In: SENSORS, vol. 20, pp. 1405-1416. ISSN 1424-8220 Download fulltext
De Marcellis, A.; Di Patrizio Stanchieri, G.; Motto Ros, P.; Martina, M.; Demarchi, D.; ... (2019)
Impulse-based asynchronous serial communication protocol on optical fiber link for AER systems. Sta in: 26th IEEE International Conference on Electronics, Circuits and Systems, ICECS 2019, ita, 2019, pp. 370-373. ISBN: 978-1-7281-0996-1 Download fulltext
Ruo Roch, Massimo; Martina, Maurizio; Ghirardi, Flavio (2013)
DISPOSITIVO DI ILLUMINAZIONE INTELLIGENTE, E RELATIVI METODO E SISTEMA. N. brevetto: 102013902197719, propr. brevetto: 4 - Soggetti terzi
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