Archivio Istituzionale della RicercaCARPEGNA, ALESSIO
CARPEGNA, ALESSIO
Dipartimento di Automatica e Informatica
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Risultati 1 - 15 di 15 (tempo di esecuzione: 0.033 secondi).
Energy-Efficient Digital Design: A Comparative Study of Event-Driven and Clock-Driven Spiking Neurons
2025 Marostica, F.; Carpegna, A.; Savino, A.; Di Carlo, S.
SFATTI: Spiking FPGA Accelerator For Temporal Task-Driven Inference - a Case Study on Mnist
2025 Caviglia, Alessio; Marostica, Filippo; Carpegna, Alessio; Savino, Alessandro; Di Carlo, Stefano
A Micro Architectural Events Aware Real-Time Embedded System Fault Injector
2024 Magliano, Enrico; Carpegna, Alessio; Savino, Alessandro; DI CARLO, Stefano
Approximate Fault-Tolerant Neural Network Systems
2024 Traiola, Marcello; Pappalardo, Salvatore; Piri, Ali; Ruospo, Annachiara; Deveautour, Bastien; Sanchez, Ernesto; Bosio, Alberto; Saeedi, Sepide; Carpegna, Alessio; Göğebakan, Anıl Bayram; Magliano, Enrico; Savino, Alessandro
Compressed Latent Replays for Lightweight Continual Learning on Spiking Neural Networks
2024 Dequino, Alberto; Carpegna, Alessio; Nadalini, Davide; Savino, Alessandro; Benini, Luca; Di Carlo, Stefano; Conti, Francesco
Fast Exploration of the Impact of Precision Reduction on Spiking Neural Networks
2024 Saeedi, Sepide; Carpegna, Alessio; Savino, Alessandro; Di Carlo, Stefano
Neuromorphic Heart Rate Monitors: Neural State Machines for Monotonic Change Detection
2024 Carpegna, Alessio; De Luca, Chiara; Pozzi, Federico Emanuele; Savino, Alessandro; Di Carlo, Stefano; Indiveri, Giacomo; Donati, Elisa
SpikingJET: Enhancing Fault Injection for Fully and Convolutional Spiking Neural Networks
2024 Göğebakan, Anıl Bayram; Magliano, Enrico; Carpegna, Alessio; Ruospo, Annachiara; Savino, Alessandro; Carlo, Stefano Di
Micro-Architectural features as soft-error markers in embedded safety-critical systems: preliminary study
2023 Kasap, Deniz; Carpegna, Alessio; Savino, Alessandro; DI CARLO, Stefano
NEUROPULS: NEUROmorphic energy-efficient secure accelerators based on Phase change materials aUgmented siLicon photonicS
2023 Pavanello, F; Marchand, C; O'Connor, I; Orobtchouk, R; Mandorlo, F; Letartre, X; Cueff, S; Vatajelu, Ei; Di Natale, G; Cluzel, B; Coillet, A; Charbonnier, B; Noc, P; Kavan, F; Zoldak, M; Szaj, M; Bienstman, P; Van Vaerenbergh, T; Ruhrmair, U; Flores, P; Silva, Lge; Chaves, R; Silveira, Lm; Ceccatom, M; Gizopoulos, D; Papadimitrioull, G; Karakostas, V; Brando, A; Cazorla, Fj; Canal, R; Closas, P; Gusi-Amigo, A; Crovetti, P; Carpegna, A; Carmona, Tm; Di Carlo, S; Savino, A
Special Session: Neuromorphic hardware design and reliability from traditional CMOS to emerging technologies
2023 Pavanello, Fabio; Ioana Vatajelu, Elena; Bosio, Alberto; Van Vaerenbergh, Thomas; Bienstman, Peter; Charbonnier, Benoit; Carpegna, Alessio; DI CARLO, Stefano; Savino, Alessandro
Artificial Resilience in neuromorphic systems
2022 Carpegna, Alessio; Di Carlo, Stefano; Savino, Alessandro
Prediction of the Impact of Approximate Computing on Spiking Neural Networks via Interval Arithmetic
2022 Saeedi, Sepide; Carpegna, Alessio; Savino, Alessandro; Di Carlo, Stefano
Spiker: an FPGA-optimized Hardware accelerator for Spiking Neural Networks
2022 Carpegna, Alessio; Savino, Alessandro; Di Carlo, Stefano
Spiking Neural Network Data Reduction via Interval Arithmetic
2022 Saeedi, Sepide; Carpegna, Alessio; Savino, Alessandro; Di Carlo, Stefano
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| Energy-Efficient Digital Design: A Comparative Study of Event-Driven and Clock-Driven Spiking Neurons / Marostica, F., Carpegna, A., Savino, A., Di Carlo, S.. - ELETTRONICO. - (2025), pp. 1-6. (IEEE Computer Society Annual Symposium on VLSI - ISVLSI Kalamata (GR) 06-09 July 2025) [10.1109/ISVLSI65124.2025.11130320]. | 1-gen-2025 | Marostica F.Carpegna A.Savino A.Di Carlo S. | ISVLSI_conference.pdf; Energy-Efficient_Digital_Design_A_Comparative_Study_of_Event-Driven_and_Clock-Driven_Spiking_Neurons.pdf |
| SFATTI: Spiking FPGA Accelerator For Temporal Task-Driven Inference - a Case Study on Mnist / Caviglia, A., Marostica, F., Carpegna, A., Savino, A., Di Carlo, S.. - ELETTRONICO. - (2025), pp. 59-64. (2025 IEEE International Conference on Image Processing Workshops (ICIP) Anchorage, AK, USA 14-17 September 2025) [10.1109/icipw68931.2025.11385983]. | 1-gen-2025 | Caviglia, AlessioMarostica, FilippoCarpegna, AlessioSavino, AlessandroDi Carlo, Stefano | submitted_camera-ready.pdf; SFATTI_Spiking_FPGA_Accelerator_For_Temporal_Task-Driven_Inference_-_a_Case_Study_on_Mnist.pdf |
| A Micro Architectural Events Aware Real-Time Embedded System Fault Injector / Magliano, E., Carpegna, A., Savino, A., DI CARLO, S.. - ELETTRONICO. - (2024), pp. 1-6. (2024 IEEE 25th Latin American Test Symposium (LATS) Maceio (BRA) 09-12 April 2024) [10.1109/LATS62223.2024.10534595]. | 1-gen-2024 | Enrico MaglianoAlessio CarpegnaAlessandro SavinoStefano Di Carlo | A_Micro_Architectural_Events_Aware_Real-Time_Embedded_System_Fault_Injector.pdf; Lats_camera_ready_no_copy.pdf |
| Approximate Fault-Tolerant Neural Network Systems / Traiola, M., Pappalardo, S., Piri, A., Ruospo, A., Deveautour, B., Sanchez, E., Bosio, A., Saeedi, S., Carpegna, A., Göğebakan, A.B., Magliano, E., Savino, A.. - ELETTRONICO. - (2024), pp. 1-10. (IEEE European Test Symposium (ETS) 2024 Der Haag (NL) 20-24 May 2024) [10.1109/ets61313.2024.10567290]. | 1-gen-2024 | Ruospo, AnnachiaraSanchez, ErnestoSaeedi, SepideCarpegna, AlessioMagliano, EnricoSavino, Alessandro + | Paper___ETS24___Embedded_Tutorial.pdf; Approximate_Fault-Tolerant_Neural_Network_Systems.pdf |
| Compressed Latent Replays for Lightweight Continual Learning on Spiking Neural Networks / Dequino, A., Carpegna, A., Nadalini, D., Savino, A., Benini, L., Di Carlo, S., Conti, F.. - ELETTRONICO. - 1:(2024), pp. 240-245. (2024 IEEE Computer Society Annual Symposium on VLSI (ISVLSI) Knoxville, TN (USA) 01-03 July 2024) [10.1109/isvlsi61997.2024.00052]. | 1-gen-2024 | Dequino, AlbertoCarpegna, AlessioNadalini, DavideSavino, AlessandroDi Carlo, Stefano + | Compressed_Latent_Replays_for_Lightweight_Continual_Learning_on_Spiking_Neural_Networks.pdf; Continual_Spiking_Prosciutti_Revival__ISVLSI_.pdf |
| Fast Exploration of the Impact of Precision Reduction on Spiking Neural Networks / Saeedi, S., Carpegna, A., Savino, A., Di Carlo, S.. - ELETTRONICO. - (2024), pp. 1-6. (2024 IEEE International Conference on Design, Test and Technology of Integrated Systems (DTTIS) Aix-EN-PROVENCE, France 14-16 October 2024) [10.1109/DTTIS62212.2024.10780090]. | 1-gen-2024 | Sepide SaeediAlessio CarpegnaAlessandro SavinoStefano Di Carlo | Fast_Exploration_of_the_Impact_of_Precision_Reduction_on_Spiking_Neural_Networks.pdf; Paper___DTTIS24___IA_NN_Model.pdf |
| Neuromorphic Heart Rate Monitors: Neural State Machines for Monotonic Change Detection / Carpegna, A., De Luca, C., Pozzi, F.E., Savino, A., Di Carlo, S., Indiveri, G., Donati, E.. - ELETTRONICO. - (2024), pp. 1-5. (2024 IEEE Biomedical Circuits and Systems Conference (BioCAS) Xi'an (CHN) 24-26 October 2024) [10.1109/biocas61083.2024.10798178]. | 1-gen-2024 | Carpegna, AlessioSavino, AlessandroDi Carlo, Stefano + | Neuromorphic_Heart_Rate_Monitors_Neural_State_Machines_for_Monotonic_Change_Detection.pdf; IEEE_BioCAS24___NSM_for_ECG.pdf |
| SpikingJET: Enhancing Fault Injection for Fully and Convolutional Spiking Neural Networks / Göğebakan, A.B., Magliano, E., Carpegna, A., Ruospo, A., Savino, A., Carlo, S.D.. - ELETTRONICO. - (2024), pp. 1-7. (2024 IEEE 30th International Symposium on On-Line Testing and Robust System Design (IOLTS) Rennes (FRA) 03-05 July 2024) [10.1109/iolts60994.2024.10616060]. | 1-gen-2024 | Magliano, EnricoCarpegna, AlessioRuospo, AnnachiaraSavino, AlessandroCarlo, Stefano Di + | SpikingJET_Enhancing_Fault_Injection_for_Fully_and_Convolutional_Spiking_Neural_Networks.pdf; Paper_IOLTS_2024___AI_THREATS_WS___SpikingJET.pdf |
| Micro-Architectural features as soft-error markers in embedded safety-critical systems: preliminary study / Kasap, D., Carpegna, A., Savino, A., DI CARLO, S.. - ELETTRONICO. - (2023), pp. 1-5. (2023 IEEE European Test Symposium (ETS) Venezia (ITA) 22-26 May 2023) [10.1109/ets56758.2023.10174219]. | 1-gen-2023 | Alessio CarpegnaAlessandro SavinoStefano Di Carlo + | Micro-Architectural_features_as_soft-error_markers_in_embedded_safety-critical_systems_preliminary_study (1).pdf; ETS23-Microarch.pdf |
| NEUROPULS: NEUROmorphic energy-efficient secure accelerators based on Phase change materials aUgmented siLicon photonicS / Pavanello, F., Marchand, C., O'Connor, I., Orobtchouk, R., Mandorlo, F., Letartre, X., Cueff, S., Vatajelu, E.i., Di Natale, G., Cluzel, B., Coillet, A., Charbonnier, B., Noc, P., Kavan, F., Zoldak, M., Szaj, M., Bienstman, P., Van Vaerenbergh, T., Ruhrmair, U., Flores, P., et al.. - ELETTRONICO. - (2023), pp. 1-6. (2023 IEEE European Test Symposium (ETS) Venezia (ITA) 22-26 May 2023) [10.1109/ETS56758.2023.10173974]. | 1-gen-2023 | Crovetti, PCarpegna, ADi Carlo, SSavino, A + | NEUROPULS_NEUROmorphic_energy-efficient_secure_accelerators_based_on_Phase_change_materials_aUgmented_siLicon_photonicS.pdf; ETC23-Neuropuls.pdf |
| Special Session: Neuromorphic hardware design and reliability from traditional CMOS to emerging technologies / Pavanello, F., Ioana Vatajelu, E., Bosio, A., Van Vaerenbergh, T., Bienstman, P., Charbonnier, B., Carpegna, A., DI CARLO, S., Savino, A.. - ELETTRONICO. - (2023), pp. 1-10. (41st IEEE VLSI Test Symposium San Diego CA (USA) 24-26 April 2023) [10.1109/vts56346.2023.10139932]. | 1-gen-2023 | Alessio CarpegnaStefano Di CarloAlessandro Savino + | Special_Session_Neuromorphic_hardware_design_and_reliability_from_traditional_CMOS_to_emerging_technologies.pdf; VTS23-Neuropuls.pdf |
| Artificial Resilience in neuromorphic systems / Carpegna, A., Di Carlo, S., Savino, A.. - ELETTRONICO. - (2022), pp. 112-114. (International Symposium on Highly-Efficient Accelerators and Reconfigurable Technologies (HEART) 2022 Tsukuba (JPN) June 9-10, 2022) [10.1145/3535044.3535062]. | 1-gen-2022 | Carpegna, AlessioDi Carlo, StefanoSavino, Alessandro | phDworkInProgress.pdf; 3535044.3535062.pdf |
| Prediction of the Impact of Approximate Computing on Spiking Neural Networks via Interval Arithmetic / Saeedi, S., Carpegna, A., Savino, A., Di Carlo, S.. - ELETTRONICO. - (2022), pp. 1-6. (23rd IEEE Latin-American Test Symposium (LATS 2022) Virtual Event 05-08 September 2022) [10.1109/LATS57337.2022.9936999]. | 1-gen-2022 | Saeedi, SepideCarpegna, AlessioSavino, AlessandroDi Carlo, Stefano | Paper___LATS22___IA_NN_Model.pdf; Prediction_of_the_Impact_of_Approximate_Computing_on_Spiking_Neural_Networks_via_Interval_Arithmetic.pdf |
| Spiker: an FPGA-optimized Hardware accelerator for Spiking Neural Networks / Carpegna, A., Savino, A., Di Carlo, S.. - ELETTRONICO. - (2022), pp. 14-19. (2022 IEEE Computer Society Annual Symposium on VLSI (ISVLSI) Pafos, Cyprus 04-06 July 2022) [10.1109/ISVLSI54635.2022.00016]. | 1-gen-2022 | Carpegna, AlessioSavino, AlessandroDi Carlo, Stefano | main.pdf; Spiker_an_FPGA-optimized_Hardware_accelerator_for_Spiking_Neural_Networks.pdf |
| Spiking Neural Network Data Reduction via Interval Arithmetic / Saeedi, S., Carpegna, A., Savino, A., Di Carlo, S.. - ELETTRONICO. - (2022), pp. 1-6. (The 18th IEEE Workshop on Silicon Errors in Logic – System Effects (SELSE 2022) Virtual Event May 19 – May 20, 2022) [10.5281/zenodo.6581443]. | 1-gen-2022 | Saeedi, SepideCarpegna, AlessioSavino, AlessandroDi Carlo, Stefano | Spiking Neural Network Data Reduction via Interval Arithmetic.pdf |