CONFERENCE PAPERS - AI
P. Puigdemont, E. Russo, A. Wassington, A. Das, S. Abadal, M. Palesi, Proceedings of the ASP-DAC '25.
P. Puigdemont, E. Russo, A. Wassington, A. Das, S. Abadal, M. Palesi, Proceedings of the ASP-DAC '25.
P. Galván, F. Lemic, G. Calvo, S. Abadal, X. Costa-Perez, “Tailoring Graph Neural Network-based Flow-guided Localization to Individual Bloodstreams and Activities,” Proceedings of the ACM NANOCOM ’24, October 2024
P. Galván, F. Lemic, G. Calvo, S. Abadal, X. Costa-Perez, “Tailoring Graph Neural Network-based Flow-guided Localization to Individual Bloodstreams and Activities,” Proceedings of the ACM NANOCOM ’24, October 2024
A. Pastor, P. Escofet, S. Ben Rached, E. Alarcón, P. Barlet-Ros and S. Abadal, “Circuit Partitioning for Multi-Core Quantum Architectures with Deep Reinforcement Learning,” Proceedings of the ISCAS ‘24, May 2024
A. Pastor, P. Escofet, S. Ben Rached, E. Alarcón, P. Barlet-Ros and S. Abadal, “Circuit Partitioning for Multi-Core Quantum Architectures with Deep Reinforcement Learning,” Proceedings of the ISCAS ‘24, May 2024
R. Guirado, A. Rahimi, G. Karunaratne, E. Alarcón, A. Sebastian, and S. Abadal, “Wireless On-Chip Communications for Scalable In-memory Hyperdimensional Computing,” Proceedings of the IJCNN/WCCI '22, July 2022
R. Guirado, A. Rahimi, G. Karunaratne, E. Alarcón, A. Sebastian, and S. Abadal, “Wireless On-Chip Communications for Scalable In-memory Hyperdimensional Computing,” Proceedings of the IJCNN/WCCI '22, July 2022
N. Bruschi, G. Tagliavini, F. Conti, S. Abadal, A. Cabellos-Aparicio, E. Alarcón, G. Karunaratne, I. Boybat, L. Benini, and D. Rossi “Scale up your In-Memory Accelerator: Leveraging Wireless-on-Chip Communication for AIMC-based CNN Inference,” Proceedings of the AICAS '22, June 2022
N. Bruschi, G. Tagliavini, F. Conti, S. Abadal, A. Cabellos-Aparicio, E. Alarcón, G. Karunaratne, I. Boybat, L. Benini, and D. Rossi “Scale up your In-Memory Accelerator: Leveraging Wireless-on-Chip Communication for AIMC-based CNN Inference,” Proceedings of the AICAS '22, June 2022
R. Garg, E. Qin, F. Muñoz-Martínez, R. Guirado, A. Jain, S. Abadal, J. L. Abellán, M. E. Acacio, E. Alarcón, S. Rajamanickam, T. Krishna, “Understanding the Design Space of Sparse/Dense Multiphase Dataflows for Mapping Graph Neural Networks on Spatial Accelerators” Proceedings of the IPDPS ’22, June 2022
R. Garg, E. Qin, F. Muñoz-Martínez, R. Guirado, A. Jain, S. Abadal, J. L. Abellán, M. E. Acacio, E. Alarcón, S. Rajamanickam, T. Krishna, “Understanding the Design Space of Sparse/Dense Multiphase Dataflows for Mapping Graph Neural Networks on Spatial Accelerators” Proceedings of the IPDPS ’22, June 2022
R. Guirado, A. Jain, S. Abadal, E. Alarcón, “Characterizing the Communication Requirements of GNN Accelerators: A Model-Based Approach,” in Proceedings of ISCAS '21, May 2021
R. Guirado, A. Jain, S. Abadal, E. Alarcón, “Characterizing the Communication Requirements of GNN Accelerators: A Model-Based Approach,” in Proceedings of ISCAS '21, May 2021
S. Jog, Z. Liu, A. Franques, V. Fernando, S. Abadal, J. Torrellas, H. Hassanieh, “One Protocol to Rule Them All: Wireless Network-on-Chip using Deep Reinforcement Learning,” in Proceedings of NSDI '21, April 2021
S. Jog, Z. Liu, A. Franques, V. Fernando, S. Abadal, J. Torrellas, H. Hassanieh, “One Protocol to Rule Them All: Wireless Network-on-Chip using Deep Reinforcement Learning,” in Proceedings of NSDI '21, April 2021
R. Guirado, H. Kwon, S. Abadal, E. Alarcón, T. Krishna, "Dataflow-architecture co-design for 2.5-D DNN accelerators using wireless network-on-package," Proceedings of the ASP-DAC ‘21, January 2021
R. Guirado, H. Kwon, S. Abadal, E. Alarcón, T. Krishna, "Dataflow-architecture co-design for 2.5-D DNN accelerators using wireless network-on-package," Proceedings of the ASP-DAC ‘21, January 2021
R. Guirado, H. Kwon, E. Alarcón, S. Abadal, T. Krishna, “Understanding the Impact of On-Chip Communication on DNN Accelerator Performance,” Proceedings of the ICECS ’19, November 2019
R. Guirado, H. Kwon, E. Alarcón, S. Abadal, T. Krishna, “Understanding the Impact of On-Chip Communication on DNN Accelerator Performance,” Proceedings of the ICECS ’19, November 2019
CONFERENCE PAPERS - AI
P. Puigdemont, E. Russo, A. Wassington, A. Das, S. Abadal, M. Palesi, Proceedings of the ASP-DAC '25.
P. Puigdemont, E. Russo, A. Wassington, A. Das, S. Abadal, M. Palesi, Proceedings of the ASP-DAC '25.
P. Galván, F. Lemic, G. Calvo, S. Abadal, X. Costa-Perez, “Tailoring Graph Neural Network-based Flow-guided Localization to Individual Bloodstreams and Activities,” Proceedings of the ACM NANOCOM ’24, October 2024
P. Galván, F. Lemic, G. Calvo, S. Abadal, X. Costa-Perez, “Tailoring Graph Neural Network-based Flow-guided Localization to Individual Bloodstreams and Activities,” Proceedings of the ACM NANOCOM ’24, October 2024
A. Pastor, P. Escofet, S. Ben Rached, E. Alarcón, P. Barlet-Ros and S. Abadal, “Circuit Partitioning for Multi-Core Quantum Architectures with Deep Reinforcement Learning,” Proceedings of the ISCAS ‘24, May 2024
A. Pastor, P. Escofet, S. Ben Rached, E. Alarcón, P. Barlet-Ros and S. Abadal, “Circuit Partitioning for Multi-Core Quantum Architectures with Deep Reinforcement Learning,” Proceedings of the ISCAS ‘24, May 2024
R. Guirado, A. Rahimi, G. Karunaratne, E. Alarcón, A. Sebastian, and S. Abadal, “Wireless On-Chip Communications for Scalable In-memory Hyperdimensional Computing,” Proceedings of the IJCNN/WCCI '22, July 2022
R. Guirado, A. Rahimi, G. Karunaratne, E. Alarcón, A. Sebastian, and S. Abadal, “Wireless On-Chip Communications for Scalable In-memory Hyperdimensional Computing,” Proceedings of the IJCNN/WCCI '22, July 2022
N. Bruschi, G. Tagliavini, F. Conti, S. Abadal, A. Cabellos-Aparicio, E. Alarcón, G. Karunaratne, I. Boybat, L. Benini, and D. Rossi “Scale up your In-Memory Accelerator: Leveraging Wireless-on-Chip Communication for AIMC-based CNN Inference,” Proceedings of the AICAS '22, June 2022
N. Bruschi, G. Tagliavini, F. Conti, S. Abadal, A. Cabellos-Aparicio, E. Alarcón, G. Karunaratne, I. Boybat, L. Benini, and D. Rossi “Scale up your In-Memory Accelerator: Leveraging Wireless-on-Chip Communication for AIMC-based CNN Inference,” Proceedings of the AICAS '22, June 2022
R. Garg, E. Qin, F. Muñoz-Martínez, R. Guirado, A. Jain, S. Abadal, J. L. Abellán, M. E. Acacio, E. Alarcón, S. Rajamanickam, T. Krishna, “Understanding the Design Space of Sparse/Dense Multiphase Dataflows for Mapping Graph Neural Networks on Spatial Accelerators” Proceedings of the IPDPS ’22, June 2022
R. Garg, E. Qin, F. Muñoz-Martínez, R. Guirado, A. Jain, S. Abadal, J. L. Abellán, M. E. Acacio, E. Alarcón, S. Rajamanickam, T. Krishna, “Understanding the Design Space of Sparse/Dense Multiphase Dataflows for Mapping Graph Neural Networks on Spatial Accelerators” Proceedings of the IPDPS ’22, June 2022
R. Guirado, A. Jain, S. Abadal, E. Alarcón, “Characterizing the Communication Requirements of GNN Accelerators: A Model-Based Approach,” in Proceedings of ISCAS '21, May 2021
R. Guirado, A. Jain, S. Abadal, E. Alarcón, “Characterizing the Communication Requirements of GNN Accelerators: A Model-Based Approach,” in Proceedings of ISCAS '21, May 2021
S. Jog, Z. Liu, A. Franques, V. Fernando, S. Abadal, J. Torrellas, H. Hassanieh, “One Protocol to Rule Them All: Wireless Network-on-Chip using Deep Reinforcement Learning,” in Proceedings of NSDI '21, April 2021
S. Jog, Z. Liu, A. Franques, V. Fernando, S. Abadal, J. Torrellas, H. Hassanieh, “One Protocol to Rule Them All: Wireless Network-on-Chip using Deep Reinforcement Learning,” in Proceedings of NSDI '21, April 2021
R. Guirado, H. Kwon, S. Abadal, E. Alarcón, T. Krishna, "Dataflow-architecture co-design for 2.5-D DNN accelerators using wireless network-on-package," Proceedings of the ASP-DAC ‘21, January 2021
R. Guirado, H. Kwon, S. Abadal, E. Alarcón, T. Krishna, "Dataflow-architecture co-design for 2.5-D DNN accelerators using wireless network-on-package," Proceedings of the ASP-DAC ‘21, January 2021
R. Guirado, H. Kwon, E. Alarcón, S. Abadal, T. Krishna, “Understanding the Impact of On-Chip Communication on DNN Accelerator Performance,” Proceedings of the ICECS ’19, November 2019
R. Guirado, H. Kwon, E. Alarcón, S. Abadal, T. Krishna, “Understanding the Impact of On-Chip Communication on DNN Accelerator Performance,” Proceedings of the ICECS ’19, November 2019
