Zobrazeno 1 - 10
of 112
pro vyhledávání: '"Hinaut, Xavier"'
Since the release of ChatGPT in November 2022, large language models (LLMs) have seen considerable success, including in the open-source community, with many open-weight models available. However, the requirements to deploy such a service are often u
Externí odkaz:
http://arxiv.org/abs/2409.14887
Animals often demonstrate a remarkable ability to adapt to their environments during their lifetime. They do so partly due to the evolution of morphological and neural structures. These structures capture features of environments shared between gener
Externí odkaz:
http://arxiv.org/abs/2312.06695
Autor:
Oota, Subba Reddy, Chen, Zijiao, Gupta, Manish, Bapi, Raju S., Jobard, Gael, Alexandre, Frederic, Hinaut, Xavier
Can we obtain insights about the brain using AI models? How is the information in deep learning models related to brain recordings? Can we improve AI models with the help of brain recordings? Such questions can be tackled by studying brain recordings
Externí odkaz:
http://arxiv.org/abs/2307.10246
Autor:
Variengien, Alexandre, Hinaut, Xavier
Echo States Networks (ESN) and Long-Short Term Memory networks (LSTM) are two popular architectures of Recurrent Neural Networks (RNN) to solve machine learning task involving sequential data. However, little have been done to compare their performan
Externí odkaz:
http://arxiv.org/abs/2012.01748
We introduce a recurrent neural network model of working memory combining short-term and long-term components. e short-term component is modelled using a gated reservoir model that is trained to hold a value from an input stream when a gate signal is
Externí odkaz:
http://arxiv.org/abs/2003.11640
Publikováno v:
International Joint Conference on Neural Networks (IJCNN), Jul 2018, Rio de Janeiro, Brazil
The prefrontal cortex is known to be involved in many high-level cognitive functions, in particular, working memory. Here, we study to what extent a group of randomly connected units (namely an Echo State Network, ESN) can store and maintain (as outp
Externí odkaz:
http://arxiv.org/abs/1806.06545
Autor:
Rougier, Nicolas P., Hinsen, Konrad, Alexandre, Frédéric, Arildsen, Thomas, Barba, Lorena, Benureau, Fabien C. Y., Brown, C. Titus, de Buyl, Pierre, Caglayan, Ozan, Davison, Andrew P., Delsuc, Marc André, Detorakis, Georgios, Diem, Alexandra K., Drix, Damien, Enel, Pierre, Girard, Benoît, Guest, Olivia, Hall, Matt G., Henriques, Rafael Neto, Hinaut, Xavier, Jaron, Kamil S, Khamassi, Mehdi, Klein, Almar, Manninen, Tiina, Marchesi, Pietro, McGlinn, Dan, Metzner, Christoph, Petchey, Owen L., Plesser, Hans Ekkehard, Poisot, Timothée, Ram, Karthik, Ram, Yoav, Roesch, Etienne, Rossant, Cyrille, Rostami, Vahid, Shifman, Aaron, Stachelek, Joseph, Stimberg, Marcel, Stollmeier, Frank, Vaggi, Federico, Viejo, Guillaume, Vitay, Julien, Vostinar, Anya, Yurchak, Roman, Zito, Tiziano
Publikováno v:
PeerJ Computer Science 3:e142 (2017)
Computer science offers a large set of tools for prototyping, writing, running, testing, validating, sharing and reproducing results, however computational science lags behind. In the best case, authors may provide their source code as a compressed a
Externí odkaz:
http://arxiv.org/abs/1707.04393
Publikováno v:
INTERSPEECH 2023-24th INTERSPEECH Conference
INTERSPEECH 2023-24th INTERSPEECH Conference, INTERSPEECH, Aug 2023, Dublin, Ireland
INTERSPEECH 2023-24th INTERSPEECH Conference, INTERSPEECH, Aug 2023, Dublin, Ireland
International audience; Brain encoding is the process of mapping stimuli to brain activity. There is a vast literature on linguistic brain encoding for functional MRI (fMRI) related to syntactic and semantic representations. Magnetoencephalography (M
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=od_______165::d7ff3f84873292f7f18e2ee6e3883718
https://hal.science/hal-04148324
https://hal.science/hal-04148324
Publikováno v:
NeuroFrance 2023
NeuroFrance 2023, May 2023, Lyon, France.
NeuroFrance 2023, May 2023, Lyon, France.
International audience; Brain encoding is the process of mapping stimuli to brain activity. There is a vast literature on linguistic brain encoding for functional MRI (fMRI) related to syntactic and semantic representations. Magnetoencephalography (M
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=od_______165::39bebf11700a0dad38d1dd2e228582f6
https://inria.hal.science/hal-04154794/file/poster_neurofrance.pdf
https://inria.hal.science/hal-04154794/file/poster_neurofrance.pdf
Autor:
Chateau-Laurent, Hugo, Hinaut, Xavier
Publikováno v:
Drôles d'Objets-Un nouvel art de faire
Drôles d'Objets-Un nouvel art de faire, https://drolesdobjets23.sciencesconf.org/, May 2023, Nancy, France
Drôles d'Objets-Un nouvel art de faire, https://drolesdobjets23.sciencesconf.org/, May 2023, Nancy, France
International audience; Comment interagir avec les sons lorsque l'on n'est pas musicien•ne ? Comment interagir avec des sons qui ne sont pas produits par des instruments lorsque l'on est musicien•ne ? Comment chanter comme un oiseau ? Dans cette
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=od_______165::defab3e64104f5e4a5c940c84ba9e708
https://inria.hal.science/hal-04154799/document
https://inria.hal.science/hal-04154799/document