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2020 – today
- 2024
[c11]Philippe Bich, Chiara Boretti, Luciano Prono, Fabio Pareschi, Riccardo Rovatti, Gianluca Setti:
Optimizing Vision Transformers: Leveraging Max and Min Operations for Efficient Pruning. AICAS 2024: 337-341- [c10]Zuowen Wang, Chang Gao, Zongwei Wu, Marcos V. Conde, Radu Timofte, Shih-Chii Liu, Qinyu Chen, Zhengjun Zha, Wei Zhai, Han Han, Bohao Liao, Yuliang Wu, Zengyu Wan, Zhong Wang, Yang Cao, Ganchao Tan, Jinze Chen, Yan Ru Pei, Sasskia Brüers, Sébastien M. Crouzet, Douglas McLelland, Olivier Coenen, Baoheng Zhang, Yizhao Gao, Jingyuan Li, Hayden Kwok-Hay So, Philippe Bich, Chiara Boretti, Luciano Prono, Mircea Lica, David Dinucu-Jianu, Catalin Grîu, Xiaopeng Lin, Hongwei Ren, Bojun Cheng, Xinan Zhang, Valentin Vial, Anthony Yezzi, James Tsai:
Event-Based Eye Tracking. AIS 2024 Challenge Survey. CVPR Workshops 2024: 5810-5825 - [i2]Zuowen Wang, Chang Gao, Zongwei Wu, Marcos V. Conde, Radu Timofte, Shih-Chii Liu, Qinyu Chen
, Zhengjun Zha, Wei Zhai, Han Han, Bohao Liao, Yuliang Wu, Zengyu Wan, Zhong Wang, Yang Cao, Ganchao Tan, Jinze Chen, Yan Ru Pei, Sasskia Brüers, Sébastien M. Crouzet, Douglas McLelland, Olivier Coenen, Baoheng Zhang, Yizhao Gao, Jingyuan Li, Hayden Kwok-Hay So, Philippe Bich, Chiara Boretti, Luciano Prono, Mircea Lica, David Dinucu-Jianu, Catalin Grîu, Xiaopeng Lin, Hongwei Ren, Bojun Cheng, Xinan Zhang, Valentin Vial, Anthony Yezzi, James Tsai:
Event-Based Eye Tracking. AIS 2024 Challenge Survey. CoRR abs/2404.11770 (2024) - [i1]Alejandro Linares-Barranco, Luciano Prono, Robert Legenstein, Giacomo Indiveri, Charlotte Frenkel:
Adaptive Robotic Arm Control with a Spiking Recurrent Neural Network on a Digital Accelerator. CoRR abs/2405.12849 (2024) - 2023
- [j4]Alex Marchioni, Luciano Prono, Mauro Mangia, Fabio Pareschi, Riccardo Rovatti, Gianluca Setti:
Streaming Algorithms for Subspace Analysis: Comparative Review and Implementation on IoT Devices. IEEE Internet Things J. 10(14): 12798-12810 (2023) - [c9]Chiara Boretti, Philippe Bich, Fabio Pareschi, Luciano Prono, Riccardo Rovatti, Gianluca Setti:
PEDRo: an Event-based Dataset for Person Detection in Robotics. CVPR Workshops 2023: 4065-4070 - [c8]Chiara Boretti, Luciano Prono, Charlotte Frenkel, Giacomo Indiveri, Fabio Pareschi, Mauro Mangia, Riccardo Rovatti, Gianluca Setti:
Event-based Classification with Recurrent Spiking Neural Networks on Low-end Micro-Controller Units. ISCAS 2023: 1-5 - [c7]Philippe Bich, Luciano Prono, Mauro Mangia, Fabio Pareschi, Riccardo Rovatti, Gianluca Setti:
Multiply-And-Max/min Neurons at the Edge: Pruned Autoencoder Implementation. MWSCAS 2023: 629-633 - 2022
- [c6]Philippe Bich, Luciano Prono, Mauro Mangia, Fabio Pareschi, Riccardo Rovatti, Gianluca Setti:
Aggressively prunable MAM²-based Deep Neural Oracle for ECG acquisition by Compressed Sensing. BioCAS 2022: 163-167 - [c5]Luciano Prono, Mauro Mangia, Fabio Pareschi, Riccardo Rovatti, Gianluca Setti:
A Non-conventional Sum-and-Max based Neural Network layer for Low Power Classification. ISCAS 2022: 712-716 - 2021
- [c4]Luciano Prono, Alex Marchioni, Mauro Mangia, Fabio Pareschi, Riccardo Rovatti, Gianluca Setti:
An MCU Implementation of PCA/PSA Streaming Algorithms for EEG Features Extraction. BioCAS 2021: 1-5 - 2020
- [j3]Luciano Prono, Mauro Mangia, Alex Marchioni, Fabio Pareschi, Riccardo Rovatti, Gianluca Setti:
Deep Neural Oracle With Support Identification in the Compressed Domain. IEEE J. Emerg. Sel. Topics Circuits Syst. 10(4): 458-468 (2020) - [j2]Carmine Paolino, Luciano Prono, Fabio Pareschi, Mauro Mangia, Riccardo Rovatti, Gianluca Setti:
A passive and low-complexity Compressed Sensing architecture based on a charge-redistribution SAR ADC. Integr. 75: 40-51 (2020) - [j1]Mauro Mangia, Luciano Prono, Alex Marchioni, Fabio Pareschi, Riccardo Rovatti, Gianluca Setti:
Deep Neural Oracles for Short-Window Optimized Compressed Sensing of Biosignals. IEEE Trans. Biomed. Circuits Syst. 14(3): 545-557 (2020) - [c3]Mauro Mangia, Alex Marchioni, Luciano Prono, Fabio Pareschi, Riccardo Rovatti, Gianluca Setti:
Low-power ECG acquisition by Compressed Sensing with Deep Neural Oracles. AICAS 2020: 158-162 - [c2]Luciano Prono, Mauro Mangia, Alex Marchioni, Fabio Pareschi, Riccardo Rovatti, Gianluca Setti:
Low-Power Fixed-Point Compressed Sensing Decoder with Support Oracle. ISCAS 2020: 1-5
2010 – 2019
- 2019
- [c1]Luciano Prono, Alex Marchioni, Mauro Mangia, Fabio Pareschi, Riccardo Rovatti, Gianluca Setti:
A High-level Implementation Framework for Non-Recurrent Artificial Neural Networks on FPGA. PRIME 2019: 77-80
Coauthor Index
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