Zobrazeno 1 - 10
of 13
pro vyhledávání: '"Paolucci, Pier Stanislao"'
Autor:
Ammendola, Roberto, Biagioni, Andrea, Chiarini, Carlotta, Ciardiello, Andrea, Cretaro, Paolo, Frezza, Ottorino, Cicero, Francesca Lo, Lonardo, Alessandro, Martinelli, Michele, Paolucci, Pier Stanislao, Rossi, Cristian, Simula, Francesco, Turisini, Matteo, Vicini, Piero
APEIRON is a framework encompassing the general architecture of a distributed heterogeneous processing platform and the corresponding software stack, from the low level device drivers up to the high level programming model. The framework is designed
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::e71d75a720b311e4726bcc7eecb7ad9e
Autor:
Golosio, Bruno, Villamar, Jose, Tiddia, Gianmarco, Pastorelli, Elena, Stapmanns, Jonas, Fanti, Viviana, Paolucci, Pier Stanislao, Morrison, Abigail, Senk, Johanna
Simulation speed matters for neuroscientific research: this includes not only how quickly the simulated model time of a large-scale spiking neuronal network progresses, but also how long it takes to instantiate the network model in computer memory. O
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::1634e57d97822ad1e53691ebdecefc57
Humans and animals can learn new skills after practicing for a few hours, while current reinforcement learning algorithms require a large amount of data to achieve good performances. Recent model-based approaches show promising results by reducing th
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::d12c319741c005272c886d02d148ac06
http://arxiv.org/abs/2205.10044
http://arxiv.org/abs/2205.10044
Autor:
De Luca, Chiara, Tonielli, Leonardo, Pastorelli, Elena, Capone, Cristiano, Simula, Francesco, Lupo, Cosimo, Bernava, Irene, De Bonis, Giulia, Tiddia, Gianmarco, Golosio, Bruno, Paolucci, Pier Stanislao
Sleep is essential for learning and cognition, but the mechanisms by which it stabilizes learning, supports creativity, and manages the energy consumption of networks engaged in post-sleep task have not been yet modelled. During sleep, the brain cycl
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::b54deb5ea957285f04c561e1f4b3abbc
Autor:
Ammendola, Roberto, Biagioni, Andrea, Capuani, Fabrizio, Cretaro, Paolo, De Bonis, Giulia, Cicero, Francesca Lo, Lonardo, Alessandro, Martinelli, Michele, Paolucci, Pier Stanislao, Pastorelli, Elena, Pontisso, Luca, Simula, Francesco, Vicini, Piero
The deployment of the next generation computing platform at ExaFlops scale requires to solve new technological challenges mainly related to the impressive number (up to 106) of compute elements required. This impacts on system power consumption, in t
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::7aa82c542ca7d5be78556356613ae3d9
http://arxiv.org/abs/1804.03893
http://arxiv.org/abs/1804.03893
Autor:
Pastorelli, Elena, Paolucci, Pier Stanislao, Ammendola, Roberto, Biagioni, Andrea, Frezza, Ottorino, Cicero, Francesca Lo, Lonardo, Alessandro, Martinelli, Michele, Simula, Francesco, Vicini, Piero
Recent experimental neuroscience studies are pointing out the role of long-range intra-areal connectivity that can be modeled by a distance dependent exponential decay of the synaptic probability distribution. This short report provides a preliminary
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::47e7e7369486adfc4b77abc05c587c72
http://arxiv.org/abs/1512.05264
http://arxiv.org/abs/1512.05264
Autor:
Pastorelli, Elena, Paolucci, Pier Stanislao, Ammendola, Roberto, Biagioni, Andrea, Frezza, Ottorino, Cicero, Francesca Lo, Lonardo, Alessandro, Martinelli, Michele, Simula, Francesco, Vicini, Piero
This short report describes the scaling, up to 1024 software processes and hardware cores, of a distributed simulator of plastic spiking neural networks. A previous report demonstrated good scalability of the simulator up to 128 processes. Herein we
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::ea09c8503d53ed4b7cbfed8ff2b4ce77
http://arxiv.org/abs/1511.09325
http://arxiv.org/abs/1511.09325
Autor:
Paolucci, Pier Stanislao, Ammendola, Roberto, Biagioni, Andrea, Frezza, Ottorino, Cicero, Francesca Lo, Lonardo, Alessandro, Martinelli, Michele, Pastorelli, Elena, Simula, Francesco, Vicini, Piero
This short note regards a comparison of instantaneous power, total energy consumption, execution time and energetic cost per synaptic event of a spiking neural network simulator (DPSNN-STDP) distributed on MPI processes when executed either on an emb
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::9d5a54e0a19ef44069d7fdcd6fca9072
http://arxiv.org/abs/1505.03015
http://arxiv.org/abs/1505.03015
Autor:
Ammendola, Roberto, Biagioni, Andrea, Frezza, Ottorino, Geurts, Werner, Goossens, Gert, Cicero, Francesca Lo, Lonardo, Alessandro, Paolucci, Pier Stanislao, Rossetti, Davide, Simula, Francesco, Tosoratto, Laura, Vicini, Piero
This is the second of a planned collection of four yearly volumes describing the deployment of a heterogeneous many-core platform for experiments on scalable custom interconnects and management of fault and critical events, applied to many-process ap
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::b0021bdcbc968db9998d4955ca13ef95
http://arxiv.org/abs/1307.1270
http://arxiv.org/abs/1307.1270
Autor:
Ammendola, Roberto, Biagioni, Andrea, Frezza, Ottorino, Cicero, Francesca Lo, Lonardo, Alessandro, Paolucci, Pier Stanislao, Rossetti, Davide, Simula, Francesco, Tosoratto, Laura, Vicini, Piero
Many tile systems require techniques to be applied to increase components resilience and control the FIT (Failures In Time) rate. When scaling to peta- exa-scale systems the FIT rate may become unacceptable due to component numerosity, requiring more
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::e32b8f5c346fdf460821bfbf2736ce8b