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Publications

Publications depuis 2008

Vous pouvez retrouver les publications du laboratoire depuis 2008 sur le site des archives ouvertes du CNRS, et utiliser le moteur de recherche pour accéder à une publication particulière (onglets "Consultation" ou "Recherche simple").

Les publications des équipes depuis 2008 peuvent être également consultées à partir des liens suivants :

Publications antérieures à 2008

Les publications plus anciennes se trouvent à cette adresse.

Nos dix dernières publications

[hal-02069993] Intelligence artificielle et endoscopie : le meilleur des mondes ?

L’intelligence artificielle (IA) a pour objet de simuler l’intelligence humaine. Il s’agit d’une science cognitive qui fait appel à la neurobiologie et à la logique (résolution des problèmes, apprentissage profond, réseaux neuronaux), à l’informatique (puissance de calculs des ordinateurs, internet), et qui se nourrit de bases de données. [...]

[hal-01930346] Distributed Optimization for Deep Learning with Gossip Exchange

We address the issue of speeding up the training of convolutional neural networks by studying a distributed method adapted to stochastic gradient descent. Our parallel optimization setup uses several threads, each applying individual gradient descents on a local variable. [...]

[hal-02042385] Merging information in the entorhinal cortex: what can we learn from robotics experiments and modeling?

Place recognition is a complex process involving idiothetic and allothetic information. In mammals, evidence suggests that visual information stemming from the temporal and parietal cortical areas ('what' and 'where' information) is merged at the level of the entorhinal cortex (EC) to build a compact code of a place. [...]

[hal-02057349] A Test of the Time Estimation Hypothesis of Place Cell Goal-Related Activity

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[hal-01976669] Visual Learning for Reaching and Body-Schema with Gain-Field Networks

Perceiving our own body posture improves the way we move dynamically and reversely, motion coordination serves to learn better the position of our own body. Following this idea, we present a neural architecture toward reaching movements and body self-perception from a developmental perspective. [...]

[hal-01956087] Rapport de Prospective du Conseil Scientifique de l’Institut des Sciences de l’Information et leurs Interactions (INS2I)

La rédaction d’un rapport de prospective scientifique correspond à une des missions des conseils scientifiques d’instituts (CSI) au CNRS. Un tel rapport est à la fois à usage interne au CNRS (directions d'établissement, d’instituts, comité national), et à destination de la communauté scientifique. [...]

[hal-01928830] Evidence of strong carrier localization below 100 K in a GaInNAs/GaAs single quantum well

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[hal-01950033] Optimization of Sign-Preserving Noise-Aided Min-Sum Decoders with Density Evolution

The novelty of this paper is to propose a new LDPC decoder called Sign-Preserving Noise-Aided Min-Sum (SP-NA-MS) decoder that improves the decoding performance compared to classical Offset Min-Sum (OMS) decoder when messages are quantized, with only 3 or 4 bits. [...]

[hal-02047154] Active Contour Segmentation Based on Histograms and Dictionary Learning for Videocapsule Image Analysis

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[hal-01993154] Tailoring Index-Modulation for uplink IoT and M2M Networks

The low complexity, low cost of implementation, as well as the spectral and energy efficiency, are key features for the development of the internet of things (IoT) networks. In this context, the introduction of index modulation on single carrier-frequency division multiple access (SC-FDMA-IM) has reported significant gains in terms of energy efficiency. [...]