Sfoglia per Autore
Towards Fair and Firm Real-Time Scheduling in DNN Multi-Tenant Multi-Accelerator Systems via Reinforcement Learning
file da validare2024-01-01 Russo, Enrico; Blanco, Francesco Giulio; Palesi, Maurizio; Ascia, Giuseppe; Patti, Davide; Catania, Vincenzo
Improving LSTM-based Indoor Positioning via Simulation-Augmented Geomagnetic Field Dataset
file da validare2024-01-01 Vinciguerra, Elio; Russo, Enrico; Palesi, Maurizio; Ascia, Giuseppe; Rafique, Hamaad
DNN Hardware Accelerator Selection for Feasible Deployment of MARL-Based MAC Protocols in Industrial IoT Networks
2024-01-01 Russo, Enrico; Vinciguerra, Elio; Ascia, Giuseppe; Panno, Daniela
A Deep Reinforcement Learning based Online Scheduling Policy for Deep Neural Network Multi-Tenant Multi-Accelerator Systems
2024-01-01 Blanco, Francesco Giulio; Russo, Enrico; Palesi, Maurizio; Patti, Davide; Ascia, Giuseppe; Catania, Vincenzo
Memory-Aware DNN Algorithm-Hardware Mapping via Integer Linear Programming
file da validare2023-01-01 Russo, Enrico; Palesi, Maurizio; Ascia, Giuseppe; Patti, Davide; Monteleone, Salvatore; Catania, Vincenzo
Multiobjective End-to-End Design Space Exploration of Parameterized DNN Accelerators
2023-01-01 Russo, Enrico; Palesi, Maurizio; Patti, Davide; Monteleone, Salvatore; Ascia, Giuseppe; Catania, Vincenzo
Exploiting the Approximate Computing Paradigm with DNN Hardware Accelerators
2022-01-01 Russo, Enrico; Palesi, Maurizio; Monteleone, Salvatore; Patti, Davide; Lahdhiri, Habiba; Ascia, Giuseppe; Catania, Vincenzo
MEDEA: A Multi-objective Evolutionary Approach to DNN Hardware Mapping
2022-01-01 Russo, E.; Palesi, M.; Monteleone, S.; Patti, D.; Ascia, G.; Catania, V.
Combined Application of Approximate Computing Techniques in DNN Hardware Accelerators
2022-01-01 Russo, Enrico; Palesi, Maurizio; Patti, Davide; Lahdhiri, Habiba; Monteleone, Salvatore; Ascia, Giuseppe; Catania, Vincenzo
DNN Model Compression for IoT Domain Specific Hardware Accelerators
file da validare2021-01-01 Russo, E.; Palesi, M.; Monteleone, S.; Patti, D.; Mineo, A.; Ascia, G.; Catania, V.
LAMBDA: An Open Framework for Deep Neural Network Accelerators Simulation
2021-01-01 Russo, E.; Palesi, M.; Monteleone, S.; Patti, D.; Ascia, G.; Catania, V.
DNNZip: Selective Layers Compression Technique in Deep Neural Network Accelerators
file da validare2020-01-01 Lahdhiri, Habiba; Palesi, Maurizio; Monteleone, Salvatore; Patti, Davide; Ascia, Giuseppe; Lorandel, Jordane; Bourdel, Emmanuelle; Catania, Vincenzo
Improving inference latency and energy of network-on-chip based convolutional neural networks through weights compression
file da validare2020-01-01 Ascia, G.; Catania, V.; Jose, J.; Monteleone, S.; Palesi, M.; Patti, D.
Exploiting data resilience in wireless network-on-chip architectures
2020-01-01 Ascia, G.; Catania, V.; Monteleone, S.; Palesi, M.; Patti, D.; Jose, J.; Salerno, V. M.
Improving Inference Latency and Energy of DNNs through Wireless Enabled Multi-Chip-Module-based Architectures and Model Parameters Compression
2020-01-01 Ascia, G.; Catania, V.; Mineo, A.; Monteleone, S.; Palesi, M.; Patti, D.
Analyzing networks-on-chip based deep neural networks
2019-01-01 Ascia, G.; Catania, V.; Monteleone, S.; Palesi, M.; Patti, D.; Jose, J.
Approximate Wireless Networks-on-Chip
2019-01-01 Ascia, Giuseppe; Catania, Vincenzo; Monteleone, Salvatore; Palesi, Maurizio; Patti, Davide; Jose, John
Networks-on-Chip based Deep Neural Networks Accelerators for IoT Edge Devices
2019-01-01 Ascia, G.; Catania, V.; Monteleone, S.; Palesi, M.; Patti, D.; Jose, J.
Improving energy consumption of NoC based architectures through approximate communication
2018-01-01 Ascia, Giuseppe; Catania, Vincenzo; Monteleone, Salvatore; Palesi, Maurizio; Patti, Davide; Jose, John
Exploiting antenna directivity in wireless NoC architectures
2016-01-01 Mineo, A; Palesi, Maurizio; Ascia, Giuseppe; Catania, Vincenzo
Titolo | Data di pubblicazione | Autore(i) | File |
---|---|---|---|
Towards Fair and Firm Real-Time Scheduling in DNN Multi-Tenant Multi-Accelerator Systems via Reinforcement Learning | 1-gen-2024 | Russo, Enrico; Blanco, Francesco Giulio; Palesi, Maurizio; Ascia, Giuseppe; Patti, Davide; Catania, Vincenzo | file da validare |
Improving LSTM-based Indoor Positioning via Simulation-Augmented Geomagnetic Field Dataset | 1-gen-2024 | Vinciguerra, Elio; Russo, Enrico; Palesi, Maurizio; Ascia, Giuseppe; Rafique, Hamaad | file da validare |
DNN Hardware Accelerator Selection for Feasible Deployment of MARL-Based MAC Protocols in Industrial IoT Networks | 1-gen-2024 | Russo, Enrico; Vinciguerra, Elio; Ascia, Giuseppe; Panno, Daniela | |
A Deep Reinforcement Learning based Online Scheduling Policy for Deep Neural Network Multi-Tenant Multi-Accelerator Systems | 1-gen-2024 | Blanco, Francesco Giulio; Russo, Enrico; Palesi, Maurizio; Patti, Davide; Ascia, Giuseppe; Catania, Vincenzo | |
Memory-Aware DNN Algorithm-Hardware Mapping via Integer Linear Programming | 1-gen-2023 | Russo, Enrico; Palesi, Maurizio; Ascia, Giuseppe; Patti, Davide; Monteleone, Salvatore; Catania, Vincenzo | file da validare |
Multiobjective End-to-End Design Space Exploration of Parameterized DNN Accelerators | 1-gen-2023 | Russo, Enrico; Palesi, Maurizio; Patti, Davide; Monteleone, Salvatore; Ascia, Giuseppe; Catania, Vincenzo | |
Exploiting the Approximate Computing Paradigm with DNN Hardware Accelerators | 1-gen-2022 | Russo, Enrico; Palesi, Maurizio; Monteleone, Salvatore; Patti, Davide; Lahdhiri, Habiba; Ascia, Giuseppe; Catania, Vincenzo | |
MEDEA: A Multi-objective Evolutionary Approach to DNN Hardware Mapping | 1-gen-2022 | Russo, E.; Palesi, M.; Monteleone, S.; Patti, D.; Ascia, G.; Catania, V. | |
Combined Application of Approximate Computing Techniques in DNN Hardware Accelerators | 1-gen-2022 | Russo, Enrico; Palesi, Maurizio; Patti, Davide; Lahdhiri, Habiba; Monteleone, Salvatore; Ascia, Giuseppe; Catania, Vincenzo | |
DNN Model Compression for IoT Domain Specific Hardware Accelerators | 1-gen-2021 | Russo, E.; Palesi, M.; Monteleone, S.; Patti, D.; Mineo, A.; Ascia, G.; Catania, V. | file da validare |
LAMBDA: An Open Framework for Deep Neural Network Accelerators Simulation | 1-gen-2021 | Russo, E.; Palesi, M.; Monteleone, S.; Patti, D.; Ascia, G.; Catania, V. | |
DNNZip: Selective Layers Compression Technique in Deep Neural Network Accelerators | 1-gen-2020 | Lahdhiri, Habiba; Palesi, Maurizio; Monteleone, Salvatore; Patti, Davide; Ascia, Giuseppe; Lorandel, Jordane; Bourdel, Emmanuelle; Catania, Vincenzo | file da validare |
Improving inference latency and energy of network-on-chip based convolutional neural networks through weights compression | 1-gen-2020 | Ascia, G.; Catania, V.; Jose, J.; Monteleone, S.; Palesi, M.; Patti, D. | file da validare |
Exploiting data resilience in wireless network-on-chip architectures | 1-gen-2020 | Ascia, G.; Catania, V.; Monteleone, S.; Palesi, M.; Patti, D.; Jose, J.; Salerno, V. M. | |
Improving Inference Latency and Energy of DNNs through Wireless Enabled Multi-Chip-Module-based Architectures and Model Parameters Compression | 1-gen-2020 | Ascia, G.; Catania, V.; Mineo, A.; Monteleone, S.; Palesi, M.; Patti, D. | |
Analyzing networks-on-chip based deep neural networks | 1-gen-2019 | Ascia, G.; Catania, V.; Monteleone, S.; Palesi, M.; Patti, D.; Jose, J. | |
Approximate Wireless Networks-on-Chip | 1-gen-2019 | Ascia, Giuseppe; Catania, Vincenzo; Monteleone, Salvatore; Palesi, Maurizio; Patti, Davide; Jose, John | |
Networks-on-Chip based Deep Neural Networks Accelerators for IoT Edge Devices | 1-gen-2019 | Ascia, G.; Catania, V.; Monteleone, S.; Palesi, M.; Patti, D.; Jose, J. | |
Improving energy consumption of NoC based architectures through approximate communication | 1-gen-2018 | Ascia, Giuseppe; Catania, Vincenzo; Monteleone, Salvatore; Palesi, Maurizio; Patti, Davide; Jose, John | |
Exploiting antenna directivity in wireless NoC architectures | 1-gen-2016 | Mineo, A; Palesi, Maurizio; Ascia, Giuseppe; Catania, Vincenzo |
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