Archivio Istituzionale della RicercaVARALDI, ALESSANDRO
VARALDI, ALESSANDRO
Dipartimento di Elettronica e Telecomunicazioni
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STORM: Hardware-Aware Tiny Transformer Co-Design for Low-Power Inertial Human Activity Recognition
2026 Varaldi, Alessandro; Genta, Claudio; Manzone, Alberto; Vacca, Marco
Optimizing TCN Inference: A Hardware-Software Co-Design Approach with CGRA Acceleration
2025 Varaldi, Alessandro; Naclerio, Alessio; Riente, Fabrizio; Zamboni, Maurizio; Graziano, Mariagrazia; Vacca, Marco
Toward real-time junction temperature estimation with a physics-informed attention LSTM
2025 Varaldi, Alessandro; Tranchero, Maurizio; Giraudi, Lorenzo; Genta, Claudio; Vacca, Marco
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| STORM: Hardware-Aware Tiny Transformer Co-Design for Low-Power Inertial Human Activity Recognition / Varaldi, Alessandro; Genta, Claudio; Manzone, Alberto; Vacca, Marco. - In: ELECTRONICS. - ISSN 2079-9292. - ELETTRONICO. - 15:9(2026). [10.3390/electronics15091924] | 1-gen-2026 | Alessandro VaraldiMarco Vacca + | electronics-15-01924.pdf |
| Optimizing TCN Inference: A Hardware-Software Co-Design Approach with CGRA Acceleration / Varaldi, Alessandro; Naclerio, Alessio; Riente, Fabrizio; Zamboni, Maurizio; Graziano, Mariagrazia; Vacca, Marco. - ELETTRONICO. - (2025), pp. 455-460. ( 2025 IEEE Computer Society Annual Symposium on VLSI (ISVLSI) Kalamata (GR) 6-9 July 2025) [10.1109/isvlsi65124.2025.11130330]. | 1-gen-2025 | Varaldi, AlessandroNaclerio, AlessioRiente, FabrizioZamboni, MaurizioGraziano, MariagraziaVacca, Marco | Optimizing_TCN_Inference_A_Hardware-Software_Co-Design_Approach_with_CGRA_Acceleration.pdf |
| Toward real-time junction temperature estimation with a physics-informed attention LSTM / Varaldi, Alessandro; Tranchero, Maurizio; Giraudi, Lorenzo; Genta, Claudio; Vacca, Marco. - ELETTRONICO. - (2025), pp. 1-6. ( 2025 31st International Workshop on Thermal Investigations of ICs and Systems (THERMINIC) Napoli (Ita) 24-26 September 2025) [10.1109/therminic65879.2025.11216898]. | 1-gen-2025 | Varaldi, AlessandroTranchero, MaurizioGiraudi, LorenzoVacca, Marco + | Toward_Real-Time_Junction_Temperature_Estimation_with_a_Physics-Informed_Attention_Lstm.pdf; Toward_Real_Time_Junction_Temperature_Estimation_with_a_Physics_Informed_Attention_LSTM.pdf |