Zobrazeno 1 - 10
of 111
pro vyhledávání: '"Bichler O"'
This paper explores the combination of neural network quantization and entropy coding for memory footprint minimization. Edge deployment of quantized models is hampered by the harsh Pareto frontier of the accuracy-to-bitwidth tradeoff, causing dramat
Externí odkaz:
http://arxiv.org/abs/2406.06237
In the field of Continual Learning, the objective is to learn several tasks one after the other without access to the data from previous tasks. Several solutions have been proposed to tackle this problem but they usually assume that the user knows wh
Externí odkaz:
http://arxiv.org/abs/2006.13772
Publikováno v:
Neural Computation 25(2), 549-566 (2013)
In this letter, we present an original demonstration of an associative learning neural network inspired by the famous Pavlov's dogs experiment. A single nanoparticle organic memory field effect transistor (NOMFET) is used to implement each synapse. W
Externí odkaz:
http://arxiv.org/abs/1302.3261
Autor:
Alibart, F., Pleutin, S., Bichler, O., Gamrat, C., Serrano-Gotarredona, T., Linares-Barranco, B., Vuillaume, D.
Publikováno v:
Adv. Func. Mater., 22, 609-616 (2012)
A large effort is devoted to the research of new computing paradigms associated to innovative nanotechnologies that should complement and/or propose alternative solutions to the classical Von Neumann/CMOS association. Among various propositions, Spik
Externí odkaz:
http://arxiv.org/abs/1112.3138
Publikováno v:
In Applied Radiation and Isotopes March 2016 109:405-409
Autor:
Suri, M., Bichler, O., Hubert, Q., Perniola, L., Sousa, V., Jahan, C., Vuillaume, D., Gamrat, C., DeSalvo, B.
Publikováno v:
In Solid State Electronics January 2013 79:227-232
Publikováno v:
Advances in Neuromorphic Hardware Exploiting Emerging Nanoscale Devices; 2017, p109-127, 19p
Autor:
Suri, M., Bichler, O., Querlioz, D., Sousa, V., Perniola, L., Vuillaume, D., Gamrat, C., De Salvo, B.
Publikováno v:
Proceedings of 12th European-Phase Change and Ovonics Symposium, E-PCOS 2013
12th European-Phase Change and Ovonics Symposium, E-PCOS 2013
12th European-Phase Change and Ovonics Symposium, E-PCOS 2013, 2013, Berlin, Germany
12th European-Phase Change and Ovonics Symposium, E-PCOS 2013
12th European-Phase Change and Ovonics Symposium, E-PCOS 2013, 2013, Berlin, Germany
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::d4fda0761fd2902cee83d0c4ba7b5cb2
https://hal.archives-ouvertes.fr/hal-00957793
https://hal.archives-ouvertes.fr/hal-00957793
Publikováno v:
MemCo Workshop, Memristors for computing
MemCo Workshop, Memristors for computing, 2012, Fréjus, France
HAL
MemCo Workshop, Memristors for computing, 2012, Fréjus, France
HAL
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::97fc5583d77ccd1fc996679795caca29
https://hal.science/hal-00797694
https://hal.science/hal-00797694
Publikováno v:
International Conference on Nanoscience and Technology, ICN+T 2012
International Conference on Nanoscience and Technology, ICN+T 2012, 2012, Paris, France
HAL
David Guerin
International Conference on Nanoscience and Technology, ICN+T 2012, Jul 2012, Paris, France
International Conference on Nanoscience and Technology, ICN+T 2012, 2012, Paris, France
HAL
David Guerin
International Conference on Nanoscience and Technology, ICN+T 2012, Jul 2012, Paris, France
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::1db36c6fd5a35daefcc8644046edb18d
https://hal.archives-ouvertes.fr/hal-00797675
https://hal.archives-ouvertes.fr/hal-00797675