Archivio Istituzionale della RicercaBICH, PHILIPPE
BICH, PHILIPPE
Dipartimento di Elettronica e Telecomunicazioni
067616
A Multiply-And-Max/Min Neuron Paradigm for Aggressively Prunable Deep Neural Networks
2025 Prono, Luciano; Bich, Philippe; Boretti, Chiara; Mangia, Mauro; Pareschi, Fabio; Rovatti, Riccardo; Setti, Gianluca
Event-Based Eye Tracking. AIS 2024 Challenge Survey
2024 Wang, Zuowen; Gao, Chang; Wu, Zongwei; Conde, Marcos V.; Timofte, Radu; Liu, Shih-Chii; Chen, Qinyu; Zha, Zheng-jun; Zhai, Wei; Han, Han; Liao, Bohao; Wu, Yuliang; Wan, Zengyu; Wang, Zhong; Cao, Yang; Tan, Ganchao; Chen, Jinze; Pei, Yan Ru; Brüers, Sasskia; Crouzet, Sébastien; Mclelland, Douglas; Coenen, Oliver; Zhang, Baoheng; Gao, Yizhao; Li, Jingyuan; So, Hayden Kwok-Hay; Bich, Philippe; Boretti, Chiara; Prono, Luciano; Lică, Mircea; Dinucu-Jianu, David; Grîu, Cătălin; Lin, Xiaopeng; Ren, Hongwei; Cheng, Bojun; Zhang, Xinan; Vial, Valentin; Yezzi, Anthony; Tsai, James
Memory in Motion: Exploring Leaky Integration of Time Surfaces for Event-based Eye-tracking
2024 Boretti, Chiara; Bich, Philippe; Prono, Luciano; Pareschi, Fabio; Rovatti, Riccardo; Setti, Gianluca
Optimizing Vision Transformers: Leveraging Max and Min Operations for Efficient Pruning
2024 Bich, P.; Boretti, C.; Prono, L.; Pareschi, F.; Rovatti, R.; Setti, G.
Multiply-And-Max/min Neurons at the Edge: Pruned Autoencoder Implementation
2023 Bich, Philippe; Prono, Luciano; Mangia, Mauro; Pareschi, Fabio; Rovatti, Riccardo; Setti, Gianluca
PEDRo: an Event-based Dataset for Person Detection in Robotics
2023 Boretti, Chiara; Bich, Philippe; Pareschi, Fabio; Prono, Luciano; Rovatti, Riccardo; Setti, Gianluca
Aggressively prunable MAM²-based Deep Neural Oracle for ECG acquisition by Compressed Sensing
2022 Bich, Philippe; Prono, Luciano; Mangia, Mauro; Pareschi, Fabio; Rovatti, Riccardo; Setti, Gianluca
Visual Navigation Using Sparse Optical Flow and Time-to-Transit
2022 Boretti, Chiara; Bich, Philippe; Zhang, Yanyu; Baillieul, John
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| A Multiply-And-Max/Min Neuron Paradigm for Aggressively Prunable Deep Neural Networks / Prono, Luciano; Bich, Philippe; Boretti, Chiara; Mangia, Mauro; Pareschi, Fabio; Rovatti, Riccardo; Setti, Gianluca. - In: IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS. - ISSN 2162-237X. - STAMPA. - (2025). [10.1109/tnnls.2025.3527644] | 1-gen-2025 | Prono, LucianoBich, PhilippeBoretti, ChiaraPareschi, FabioSetti, Gianluca + | TNNLS-MAM.pdf |
| Event-Based Eye Tracking. AIS 2024 Challenge Survey / Wang, Zuowen; Gao, Chang; Wu, Zongwei; Conde, Marcos V.; Timofte, Radu; Liu, Shih-Chii; Chen, Qinyu; Zha, Zheng-jun; Zhai, Wei; Han, Han; Liao, Bohao; Wu, Yuliang; Wan, Zengyu; Wang, Zhong; Cao, Yang; Tan, Ganchao; Chen, Jinze; Pei, Yan Ru; Brüers, Sasskia; Crouzet, Sébastien; Mclelland, Douglas; Coenen, Oliver; Zhang, Baoheng; Gao, Yizhao; Li, Jingyuan; So, Hayden Kwok-Hay; Bich, Philippe; Boretti, Chiara; Prono, Luciano; Lică, Mircea; Dinucu-Jianu, David; Grîu, Cătălin; Lin, Xiaopeng; Ren, Hongwei; Cheng, Bojun; Zhang, Xinan; Vial, Valentin; Yezzi, Anthony; Tsai, James. - ELETTRONICO. - 30:(2024), pp. 5810-5825. (Intervento presentato al convegno IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) tenutosi a Seattle, WA (USA) nel 17-18 June 2024) [10.1109/cvprw63382.2024.00590]. | 1-gen-2024 | Bich, PhilippeBoretti, ChiaraProno, Luciano + | AIS_2024_Event_based_Eye_Tracking_Challenge_Final_Report.pdf; Prono-Event.pdf |
| Memory in Motion: Exploring Leaky Integration of Time Surfaces for Event-based Eye-tracking / Boretti, Chiara; Bich, Philippe; Prono, Luciano; Pareschi, Fabio; Rovatti, Riccardo; Setti, Gianluca. - ELETTRONICO. - (2024). (Intervento presentato al convegno 2024 IEEE Biomedical Circuits and Systems Conference (BioCAS) tenutosi a Xian (Chi) nel 24-26 October 2024) [10.1109/biocas61083.2024.10798345]. | 1-gen-2024 | Boretti, ChiaraBich, PhilippeProno, LucianoPareschi, FabioSetti, Gianluca + | ieeexplore_version.pdf; preprint.pdf |
| Optimizing Vision Transformers: Leveraging Max and Min Operations for Efficient Pruning / Bich, P.; Boretti, C.; Prono, L.; Pareschi, F.; Rovatti, R.; Setti, G.. - STAMPA. - (2024), pp. 337-341. (Intervento presentato al convegno 2024 IEEE 6th International Conference on AI Circuits and Systems (AICAS) tenutosi a Abu Dhabi (United Arab Emirates) nel April 22-25, 2024) [10.1109/AICAS59952.2024.10595859]. | 1-gen-2024 | Bich P.Boretti C.Prono L.Pareschi F.Setti G. + | Optimizing_Vision_Transformers_Leveraging_Max_and_Min_Operations_for_Efficient_Pruning.pdf; aicas2024.pdf |
| Multiply-And-Max/min Neurons at the Edge: Pruned Autoencoder Implementation / Bich, Philippe; Prono, Luciano; Mangia, Mauro; Pareschi, Fabio; Rovatti, Riccardo; Setti, Gianluca. - ELETTRONICO. - (2023), pp. 629-633. (Intervento presentato al convegno 2023 IEEE 66th International Midwest Symposium on Circuits and Systems (MWSCAS) tenutosi a Tempe, AZ, USA nel August 6-9, 2023) [10.1109/MWSCAS57524.2023.10405867]. | 1-gen-2023 | Bich, PhilippeProno, LucianoPareschi, FabioSetti, Gianluca + | MWSCAS2023-Pruning.pdf; Multiply-And-Max_min_Neurons_at_the_Edge_Pruned_Autoencoder_Implementation.pdf |
| PEDRo: an Event-based Dataset for Person Detection in Robotics / Boretti, Chiara; Bich, Philippe; Pareschi, Fabio; Prono, Luciano; Rovatti, Riccardo; Setti, Gianluca. - STAMPA. - (2023), pp. 4065-4070. (Intervento presentato al convegno IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) tenutosi a Vancouver (CA) nel 17-24 giugno 2023) [10.1109/CVPRW59228.2023.00426]. | 1-gen-2023 | Boretti, ChiaraBich, PhilippePareschi, FabioProno, LucianoSetti, Gianluca + | CVPRW2023-Pedro.pdf; PEDRo_an_Event-based_Dataset_for_Person_Detection_in_Robotics.pdf |
| Aggressively prunable MAM²-based Deep Neural Oracle for ECG acquisition by Compressed Sensing / Bich, Philippe; Prono, Luciano; Mangia, Mauro; Pareschi, Fabio; Rovatti, Riccardo; Setti, Gianluca. - STAMPA. - (2022), pp. 163-167. (Intervento presentato al convegno 2022 IEEE Biomedical Circuits and System Conference (BioCAS2022) tenutosi a Taipei, Taiwan nel October 13-15, 2022) [10.1109/BioCAS54905.2022.9948676]. | 1-gen-2022 | Bich, PhilippeProno, LucianoPareschi, FabioSetti, Gianluca + | biocas2022-MAMbasedCS.pdf; Aggressively_prunable_MAM-based_Deep_Neural_Oracle_for_ECG_acquisition_by_Compressed_Sensing.pdf |
| Visual Navigation Using Sparse Optical Flow and Time-to-Transit / Boretti, Chiara; Bich, Philippe; Zhang, Yanyu; Baillieul, John. - ELETTRONICO. - (2022), pp. 9397-9403. (Intervento presentato al convegno 2022 International Conference on Robotics and Automation (ICRA) tenutosi a Philadelphia, PA, USA nel 23-27 May 2022) [10.1109/ICRA46639.2022.9812032]. | 1-gen-2022 | Boretti, ChiaraBich, Philippe + | Visual_Navigation_Using_Sparse_Optical_Flow_and_Time-to-Transit.pdf; Visual_Navigation_Using_Sparse_Optical_Flow_and_Time-to-Transit_preprint.pdf |