Archivio Istituzionale della RicercaPASSERONE, CLAUDIO
PASSERONE, CLAUDIO
Dipartimento di Elettronica e Telecomunicazioni
002592
Adversarial Robustness of Multi-bit Convolutional Neural Networks
2024 Frickenstein, L.; Sampath, S. B.; Mori', Pierpaolo; Vemparala, M. -R.; Fasfous, N.; Frickenstein, A.; Unger, C.; Passerone, C.; Stechele, W.
Back to the Future: Models as Active Learning Surrogates for Next Generation ML Deployments
2024 Frickenstein, Lukas; Thoma, Moritz; Mori', Pierpaolo; Sampath, Shambhavi Balamuthu; Fasfous, Nael; Vemparala, Manoj-Rohit; Frickenstein, Alexander; Unger, Christian; Passerone, Claudio; Stechele, Walter
MATAR: Multi-Quantization-Aware Training for Accurate and Fast Hardware Retargeting
2024 Mori, Pierpaolo; Thoma, Moritz; Frickenstein, Lukas; Balamuthu Sampath, Shambhavi; Fasfous, Nael; Rohit Vemparala, Manoj; Frickenstein, Alexander; Stechele, Walter; Mueller-Gritschneder, Daniel; Passerone, Claudio
Pruning as a Binarization Technique
2024 Frickenstein, Lukas; Mori, Pierpaolo; Balamuthu Sampath, Shambhavi; Thoma, Moritz; Fasfous, Nael; Rohit Vemparala, Manoj; Frickenstein, Alexander; Unger, Christian; Passerone, Claudio; Stechele, Walter
Wino Vidi Vici: Conquering Numerical Instability of 8-Bit Winograd Convolution for Accurate Inference Acceleration on Edge
2024 Mori, Pierpaolo; Frickenstein, Lukas; Balamuthu Sampath, Shambhavi; Thoma, Moritz; Fasfous, Nael; Rohit Vemparala, Manoj; Frickenstein, Alexander; Unger, Christian; Stechele, Walter; Mueller-Gritschneder, Daniel; Passerone, Claudio
WinoTrain: Winograd-Aware Training for Accurate Full 8-bit Convolution Acceleration
2023 Mori, Pierpaolo; Sampath, Shambhavi-Balamuthu; Frickenstein, Lukas; Vemparala, Manoj-Rohit; Fasfous, Nael; Frickenstein, Alexander; Stechele, Walter; Passerone, Claudio
Accelerating and pruning CNNs for semantic segmentation on FPGA
2022 Mori, Pierpaolo; Vemparala, Manoj-Rohit; Fasfous, Nael; Mitra, Saptarshi; Sarkar, Sreetama; Frickenstein, Alexander; Frickenstein, Lukas; Helms, Domenik; Nagaraja, Naveen-Shankar; Stechele, Walter; Passerone, Claudio
Low Cost High Resolution Position Sensor with Sub-micron Accuracy
2016 Passerone, Claudio
3DV — An embedded, dense stereovision-based depth mapping system
2014 Camellini, G.; Felisa, M.; Medici, P.; Zani, P.; Gregoretti, Francesco; Passerone, Claudio; Passerone, R.
Design Space Exploration of a Stereo Vision System using High-Level Synthesis
2014 A., Qamar; Passerone, Claudio; Lavagno, Luciano; Gregoretti, Francesco
High performance SAR focusing algorithm and implementation
2014 Passerone, Claudio; Sansoe', Claudio; Maggiora, Riccardo
Highly parallel image co-registration techniques using GPUs
2014 Passerone, Claudio; Sansoe', Claudio; Maggiora, Riccardo; Avolio, C.; Zavagli, M.; Minati, F.; Costantini, M.
The ADCS System in the AraMiS Satellite
2012 Passerone, Claudio; Reyneri, Leonardo; Iannone, S.; Bonjean, M.
ARAMIS: A fine-grained modular architecture for reconfigurable space missions
2011 DE LOS RIOS ARBELAEZ, JUAN CARLOS; Roascio, Danilo; Reyneri, Leonardo; Sansoe', Claudio; Passerone, Claudio; DEL CORSO, Dante; Bruno, Maurizio; HERNANDEZ TORRES, ANDREA JOHANNA; Vallan, Alberto
ARAMIS - an alternative approach to CubeSats for more demanding satellite applications
2009 Reyneri, Leonardo; Borri, Marco; DEL CORSO, Dante; HURTADO LONDONO, JAIRO ALBERTO; Passerone, Claudio; Roascio, Danilo; Sansoe', Claudio; Speretta, Stefano; Tranchero, Maurizio; Uddin, N.; Vallan, Alberto; Caronni, A.; Bruno, Maurizio; Senepa, L.
Design Solutions for a University Nano-Satellite
2008 Passerone, Claudio; Tranchero, Maurizio; Speretta, Stefano; Reyneri, Leonardo; Sansoe', Claudio; DEL CORSO, Dante
Optical-based COTS Data Communication Bus for Satellites
2008 Speretta, Stefano; Reyneri, Leonardo; Sansoe', Claudio; Tranchero, Maurizio; Passerone, Claudio; DEL CORSO, Dante
Architecture of a Small Low-Cost Satellite
2007 DEL CORSO, Dante; Passerone, Claudio; Reyneri, Leonardo; Sansoe', Claudio; Borri, Marco; Speretta, Stefano; Tranchero, Maurizio
Modular architecture for satellites
2007 Speretta, Stefano; Reyneri, Leonardo; Sansoe', Claudio; Tranchero, Maurizio; Passerone, Claudio; DEL CORSO, Dante
PiCPoT: a small satellite with educational goals
2007 Reyneri, Leonardo; Sansoe', Claudio; Passerone, Claudio; Speretta, Stefano; Tranchero, Maurizio; DEL CORSO, Dante
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| Adversarial Robustness of Multi-bit Convolutional Neural Networks / Frickenstein, L.; Sampath, S. B.; Mori', Pierpaolo; Vemparala, M. -R.; Fasfous, N.; Frickenstein, A.; Unger, C.; Passerone, C.; Stechele, W.. - STAMPA. - (2024), pp. 157-174. (Intervento presentato al convegno IntelliSys 2023) [10.1007/978-3-031-47715-7_12]. | 1-gen-2024 | Mori PierpaoloPasserone C. + | intellisys23_final.pdf; _Accept__IntelliSys23___Adversarial_Robustness_of_MBNs.pdf |
| Back to the Future: Models as Active Learning Surrogates for Next Generation ML Deployments / Frickenstein, Lukas; Thoma, Moritz; Mori', Pierpaolo; Sampath, Shambhavi Balamuthu; Fasfous, Nael; Vemparala, Manoj-Rohit; Frickenstein, Alexander; Unger, Christian; Passerone, Claudio; Stechele, Walter. - ELETTRONICO. - 1:(2024), pp. 685-699. (Intervento presentato al convegno Proceedings of the 2024 Intelligent Systems Conference (IntelliSys) tenutosi a Amsterdam (The Netherlands) nel 5 and 6 September 2024) [10.1007/978-3-031-66329-1_44]. | 1-gen-2024 | Pierpaolo, MoriClaudio, Passerone + | Volume 1.pdf; _Accept__IntelliSys24___Back_2_the_Future.pdf |
| MATAR: Multi-Quantization-Aware Training for Accurate and Fast Hardware Retargeting / Mori, Pierpaolo; Thoma, Moritz; Frickenstein, Lukas; Balamuthu Sampath, Shambhavi; Fasfous, Nael; Rohit Vemparala, Manoj; Frickenstein, Alexander; Stechele, Walter; Mueller-Gritschneder, Daniel; Passerone, Claudio. - ELETTRONICO. - (2024). (Intervento presentato al convegno Design, Automation & Test in Europe Conference (DATE 2024) tenutosi a Valencia (Spain) nel 25-27 March 2024). | 1-gen-2024 | Pierpaolo MoriClaudio Passerone + | _Writing__DATE24___Multi_Branch_QNN (9).pdf; 591_pdf_upload.pdf |
| Pruning as a Binarization Technique / Frickenstein, Lukas; Mori, Pierpaolo; Balamuthu Sampath, Shambhavi; Thoma, Moritz; Fasfous, Nael; Rohit Vemparala, Manoj; Frickenstein, Alexander; Unger, Christian; Passerone, Claudio; Stechele, Walter. - ELETTRONICO. - (2024), pp. 2131-2140. (Intervento presentato al convegno Conference on Computer Vision and Pattern Recognition (CVPR) tenutosi a Seattle, WA (USA) nel 17-18 June 2024) [10.1109/CVPRW63382.2024.00218]. | 1-gen-2024 | Pierpaolo MoriClaudio Passerone + | Frickenstein_Pruning_as_a_Binarization_Technique_CVPRW_2024_paper.pdf; Mori-Pruning.pdf |
| Wino Vidi Vici: Conquering Numerical Instability of 8-Bit Winograd Convolution for Accurate Inference Acceleration on Edge / Mori, Pierpaolo; Frickenstein, Lukas; Balamuthu Sampath, Shambhavi; Thoma, Moritz; Fasfous, Nael; Rohit Vemparala, Manoj; Frickenstein, Alexander; Unger, Christian; Stechele, Walter; Mueller-Gritschneder, Daniel; Passerone, Claudio. - ELETTRONICO. - (2024), pp. 53-62. (Intervento presentato al convegno Winter Conference on Applications of Computer Vision (WACV) tenutosi a Waikoloa, HI (USA) nel 03-08 January 2024) [10.1109/WACV57701.2024.00013]. | 1-gen-2024 | Pierpaolo MoriClaudio Passerone + | _Writing__WACV2024___WinoWidiWici (5).pdf; Mori-Wino.pdf |
| WinoTrain: Winograd-Aware Training for Accurate Full 8-bit Convolution Acceleration / Mori, Pierpaolo; Sampath, Shambhavi-Balamuthu; Frickenstein, Lukas; Vemparala, Manoj-Rohit; Fasfous, Nael; Frickenstein, Alexander; Stechele, Walter; Passerone, Claudio. - ELETTRONICO. - (2023), pp. 1-6. (Intervento presentato al convegno Proceedings of the 60th ACM/IEEE Design Automation Conference tenutosi a San Francisco, CA, USA nel 09-13 July 2023) [10.1109/DAC56929.2023.10247805]. | 1-gen-2023 | Mori, PierpaoloPasserone, Claudio + | WinoTrain_Winograd-Aware_Training_for_Accurate_Full_8-bit_Convolution_Acceleration.pdf; _Accept__WinoTrain__Winograd_Aware_Training_for_Accurate_Full_8_bit_Convolution_Acceleration.pdf |
| Accelerating and pruning CNNs for semantic segmentation on FPGA / Mori, Pierpaolo; Vemparala, Manoj-Rohit; Fasfous, Nael; Mitra, Saptarshi; Sarkar, Sreetama; Frickenstein, Alexander; Frickenstein, Lukas; Helms, Domenik; Nagaraja, Naveen-Shankar; Stechele, Walter; Passerone, Claudio. - STAMPA. - DAC '22: Proceedings of the 59th ACM/IEEE Design Automation Conference:(2022), pp. 145-150. (Intervento presentato al convegno Proceedings of the 59th ACM/IEEE Design Automation Conference tenutosi a San Francisco (USA) nel 10-14 luglio 2022) [10.1145/3489517.3530424]. | 1-gen-2022 | Mori, PierpaoloPasserone,Claudio + | 3489517.3530424.pdf |
| Low Cost High Resolution Position Sensor with Sub-micron Accuracy / Passerone, Claudio. - ELETTRONICO. - (2016), pp. 182-188. (Intervento presentato al convegno International Conference on Advanced Technology & Sciences tenutosi a Roma, Italy nel November 23-25, 2016). | 1-gen-2016 | PASSERONE, Claudio | - |
| 3DV — An embedded, dense stereovision-based depth mapping system / Camellini, G.; Felisa, M.; Medici, P.; Zani, P.; Gregoretti, Francesco; Passerone, Claudio; Passerone, R.. - (2014), pp. 1435-1440. (Intervento presentato al convegno Intelligent Vehicles Symposium Proceedings tenutosi a Dearborn, MI; USA nel 8-11 June 2014) [10.1109/IVS.2014.6856563]. | 1-gen-2014 | GREGORETTI, FrancescoPASSERONE, Claudio + | - |
| Design Space Exploration of a Stereo Vision System using High-Level Synthesis / A., Qamar; Passerone, Claudio; Lavagno, Luciano; Gregoretti, Francesco. - (2014), pp. 500-504. (Intervento presentato al convegno Mediterranean Electrotechnical Conference (MELECON) tenutosi a Beirut, Lebanon nel 13-16 April 2014) [10.1109/MELCON.2014.6820585]. | 1-gen-2014 | PASSERONE, ClaudioLAVAGNO, LucianoGREGORETTI, Francesco + | - |
| High performance SAR focusing algorithm and implementation / Passerone, Claudio; Sansoe', Claudio; Maggiora, Riccardo. - ELETTRONICO. - (2014). (Intervento presentato al convegno Aerospace Conference tenutosi a Big Sky, Montana, USA nel 1-8 March 2014) [10.1109/AERO.2014.6836383]. | 1-gen-2014 | PASSERONE, ClaudioSANSOE', ClaudioMAGGIORA, Riccardo | - |
| Highly parallel image co-registration techniques using GPUs / Passerone, Claudio; Sansoe', Claudio; Maggiora, Riccardo; Avolio, C.; Zavagli, M.; Minati, F.; Costantini, M.. - ELETTRONICO. - (2014). (Intervento presentato al convegno Aerospace Conference tenutosi a Big Sky, Montana, USA nel 1-8 March 2014) [10.1109/AERO.2014.6836384]. | 1-gen-2014 | PASSERONE, ClaudioSANSOE', ClaudioMAGGIORA, Riccardo + | - |
| The ADCS System in the AraMiS Satellite / Passerone, Claudio; Reyneri, Leonardo; Iannone, S.; Bonjean, M.. - (2012). (Intervento presentato al convegno IEEE First AESS European Conference on Satellite Telecommunications (ESTEL) tenutosi a Roma, Italia nel 2-5 ottobre 2012) [10.1109/ESTEL.2012.6400187]. | 1-gen-2012 | PASSERONE, ClaudioREYNERI, Leonardo + | - |
| ARAMIS: A fine-grained modular architecture for reconfigurable space missions / DE LOS RIOS ARBELAEZ, JUAN CARLOS; Roascio, Danilo; Reyneri, Leonardo; Sansoe', Claudio; Passerone, Claudio; DEL CORSO, Dante; Bruno, Maurizio; HERNANDEZ TORRES, ANDREA JOHANNA; Vallan, Alberto. - ELETTRONICO. - (2011). (Intervento presentato al convegno 1st Conference on University Satellite Missions). | 1-gen-2011 | DE LOS RIOS ARBELAEZ, JUAN CARLOSROASCIO, DANILOREYNERI, LeonardoSANSOE', ClaudioPASSERONE, ClaudioDEL CORSO, DanteBRUNO, MAURIZIOHERNANDEZ TORRES, ANDREA JOHANNAVALLAN, Alberto | - |
| ARAMIS - an alternative approach to CubeSats for more demanding satellite applications / Reyneri, Leonardo; Borri, Marco; DEL CORSO, Dante; HURTADO LONDONO, JAIRO ALBERTO; Passerone, Claudio; Roascio, Danilo; Sansoe', Claudio; Speretta, Stefano; Tranchero, Maurizio; Uddin, N.; Vallan, Alberto; Caronni, A.; Bruno, Maurizio; Senepa, L.. - (2009). (Intervento presentato al convegno Pico- and Nanosatellite Workshop). | 1-gen-2009 | REYNERI, LeonardoBORRI, MARCODEL CORSO, DanteHURTADO LONDONO, JAIRO ALBERTOPASSERONE, ClaudioROASCIO, DANILOSANSOE', ClaudioSPERETTA, STEFANOTRANCHERO, MAURIZIOVALLAN, AlbertoBRUNO, MAURIZIO + | - |
| Design Solutions for a University Nano-Satellite / Passerone, Claudio; Tranchero, Maurizio; Speretta, Stefano; Reyneri, Leonardo; Sansoe', Claudio; DEL CORSO, Dante. - (2008), pp. 1-13. (Intervento presentato al convegno IEEE Aerospace Conference, IAC 2008 tenutosi a Big Sky (Montana nel March 2008) [10.1109/AERO.2008.4526530]. | 1-gen-2008 | PASSERONE, ClaudioTRANCHERO, MAURIZIOSPERETTA, STEFANOREYNERI, LeonardoSANSOE', ClaudioDEL CORSO, Dante | - |
| Optical-based COTS Data Communication Bus for Satellites / Speretta, Stefano; Reyneri, Leonardo; Sansoe', Claudio; Tranchero, Maurizio; Passerone, Claudio; DEL CORSO, Dante. - (2008), pp. 1-6. (Intervento presentato al convegno 58th International Astronautical Congress tenutosi a Glasgow (UK) nel SEPTEMBER 29TH - OCTOBER 3RD). | 1-gen-2008 | SPERETTA, STEFANOREYNERI, LeonardoSANSOE', ClaudioTRANCHERO, MAURIZIOPASSERONE, ClaudioDEL CORSO, Dante | - |
| Architecture of a Small Low-Cost Satellite / DEL CORSO, Dante; Passerone, Claudio; Reyneri, Leonardo; Sansoe', Claudio; Borri, Marco; Speretta, Stefano; Tranchero, Maurizio. - (2007), pp. 428-431. (Intervento presentato al convegno 10th EUROMICRO DSD tenutosi a Lübeck, Germania nel 29-31 agosto 2007) [10.1109/DSD.2007.4341503]. | 1-gen-2007 | DEL CORSO, DantePASSERONE, ClaudioREYNERI, LeonardoSANSOE', ClaudioBORRI, MARCOSPERETTA, STEFANOTRANCHERO, MAURIZIO | - |
| Modular architecture for satellites / Speretta, Stefano; Reyneri, Leonardo; Sansoe', Claudio; Tranchero, Maurizio; Passerone, Claudio; DEL CORSO, Dante. - 1:(2007). (Intervento presentato al convegno 58th International Astronautical Congress tenutosi a Hyderabad, India nel September 24-28, 2007). | 1-gen-2007 | SPERETTA, STEFANOREYNERI, LeonardoSANSOE', ClaudioTRANCHERO, MAURIZIOPASSERONE, ClaudioDEL CORSO, Dante | - |
| PiCPoT: a small satellite with educational goals / Reyneri, Leonardo; Sansoe', Claudio; Passerone, Claudio; Speretta, Stefano; Tranchero, Maurizio; DEL CORSO, Dante. - 1:(2007). (Intervento presentato al convegno 18th EAEEIA Conference tenutosi a Praga nel 2-4 July 2007). | 1-gen-2007 | REYNERI, LeonardoSANSOE', ClaudioPASSERONE, ClaudioSPERETTA, STEFANOTRANCHERO, MAURIZIODEL CORSO, Dante | - |