What can spike train distances tell us about the neural code?

Time scale parametric spike train distances like the Victor and the van Rossum distancesare often applied to study the neural code based on neural stimuli discrimination.Different neural coding hypotheses, such as rate or coincidence coding,can be assessed by combining a time scale parametric spike train distance with aclassifier in order to obtain the optimal discrimination performance. The time scalefor which the responses to different stimuli are distinguished best is assumed to bethe discriminative precision of the neural code. The relevance of temporal codingis evaluated by comparing the optimal discrimination performance with the oneachieved when assuming a rate code.We here characterize the measures quantifying the discrimination performance,the discriminative precision, and the relevance of temporal coding. Furthermore,we evaluate the information these quantities provide about the neural code. Weshow that the discriminative precision is too unspecific to be interpreted in termsof the time scales relevant for encoding. Accordingly, the time scale parametricnature of the distances is mainly an advantage because it allows maximizing thediscrimination performance across a whole set of measures with different sensitivitiesdetermined by the time scale parameter, but not due to the possibility toexamine the temporal properties of the neural code.

Free-and open source software for a course on network management: authoring and enactment of scripts based on collaborative learning strategies

This paper describes a Computer-Supported Collaborative Learning (CSCL) case study in engineering education carried out within the context of a network management course. The case study shows that the use of two computing tools developed by the authors and based on Free- and Open-Source Software (FOSS) provide significant educational benefits over traditional engineering pedagogical approaches in terms of both concepts and engineering competencies acquisition. First, the Collage authoring tool guides and supports the course teacher in the process of authoring computer-interpretable representations (using the IMS Learning Design standard notation) of effective collaborative pedagogical designs. Besides, the Gridcole system supports the enactment of that design by guiding the students throughout the prescribed sequence of learning activities. The paper introduces the goals and context of the case study, elaborates onhow Collage and Gridcole were employed, describes the applied evaluation methodology, anddiscusses the most significant findings derived from the case study.

Sensing, uptake and response to c4-dicarboxylic acids in pseudomonas aeruginosa pao1

C4-dicarboxylates are one of the preferred carbon and energy sources for the growth of P. aeruginosa, a ubiquitous and metabolically versatile bacterium. However, despite their importance, C4-dicarboxylates sensing and uptake systems were poorly understood in P. aeruginosa and only little information was available in the literature. In our work, the C4-dicarboxylate transport (Dct) system in P. aeruginosa was found to be composed of a novel two-component system, called DctB/DctD, regulating together with the sigma factor RpoN the expression of two newly identified C4-dicarboxylate transporters: DctA and DctPQM. Inactivation of the dct A, dctB or dctD gene caused a growth defect of the strain in minimal media supplemented with succinate, fumarate or malate, indicating their major role in Dct. However, residual growth of the dctA mutant in these media suggested the presence of redundant C4-dicarboxylate transporter(s). Tn5 insertion mutagenesis of the kdctA mutant, combined with a screening for growth on succinate, led to the identification of a second Dct system, the DctPQM transporter, belonging to the tripartite ATP-independent periplasmic (TRAP) family of carriers. AdctAAdctPQM double mutant showed no growth on malate and fumarate albeit residual growth on succinate suggested that additional transporters for succinate are present. Competition experiments demonstrated that the DctPQM carrier was more efficient than the DctA carrier for the utilization of succinate at μΜ concentrations, whereas DctA was the major transporter at mM concentrations. For the first time, high- and low-affinity uptake systems for succinate (DctA and DctPQM) are reported to function co-ordinately to transport C4- dicarboxylates. Most probably, the presence of redundant uptake systems contributes to the versatility of this bacterium. Next, the regulation of the Dct system was investigated. While performing a parallel study about the carbon catabolite repression (CCR) phenomenon in P. aeruginosa, a link between the CCR cascade (CbrAB/CrcZ/Crc) and the Dct system was observed. Crc is a translational repressor acting when preferred carbon sources (like C4-dicarboxylates) are present. CrcZ is a small RNA acting as a functional antagonist of Crc and induced by the CbrA/CbrB two-component system when non preferred carbon sources (like mannitol) are utilized. Novel targets of the CbrAB/CrcZ/Crc system in P. aeruginosa were identified using transcriptome analysis; among them dctA and dctPQM were detected. CCR is regulating the dct transporter genes expression depending on the succinate concentrations in the medium of growth; this modulation of CCR is possible because, at the same time, succinate concentrations tune CCR. In a medium containing high succinate concentrations, CrcZ levels were low and therefore Crc inhibited the translation of mRNA targets. Whereas in a medium containing low succinate concentrations, the subsequent increase of CrcZ levels sequestered Crc, inhibiting its activity. This model shows for the first time that CCR possesses a feedback-based circuitry, a very important type of regulatory loop that confers the best adaptive response under changing environmental conditions. The expression of the dct transporter genes is also found to be regulated by the RNA chaperone protein Hfq. Hfq has the same post-transcriptional effect than Crc at high concentration of succinate, i.e. inhibiting dctP and dctR and indirectly favouring dctA expression. Moreover, an additional indirect positive regulation of dctP expression by Hfq was found. Finally, a metabolome approach was performed to investigate the internal signals modulating CCR via induction of CbrA activity in P. aeruginosa PAOl and P. putida KT2442. The results of the analysis are currently under study in the laboratory. - Les acides C4-dicarboxyliques font partie des sources de carbone et d'énergie préférés de P. aeruginosa, une bactérie versatile et ubiquitaire. Néanmoins, malgré leur importance, comment la présence des acides C4-dicarboxyliques dans le milieu est sentie par la bactérie et comment ils sont transportés dans la cellule chez P. aeruginosa n'étaient pas connus. De plus, peu d'informations sur ces procédés ont été répertoriées dans la littérature. Grace à notre travail, le système de transport des acides C4-dicarboxyliques (Dct) chez P. aeruginosa a pu être caractérisé. En effet, il est composé d'un nouveau système à deux composants, nommé DctB/DctD, qui régule, en combinaison avec le facteur sigma alternatif RpoN, l'expression des deux nouveaux transporteurs des acides C4-dicarboxyliques: DctA et DctPQM. L'inactivation des gènes dctA, dctB or dctD cause un défaut de croissance des souches mutantes dans un milieu minimum contenant du succinate, fumarate ou malate; confirmation de leur rôle dans le Dct. Cependant, une croissance résiduelle du mutant dctA dans ces milieux suggérerait une redondance des transporteurs d'acides Grdicarboxyliques. Une expérience de mutagenèse dans la souche AdctA, utilisant le transposon Tn5, combiné avec un criblage génétique sur la croissance dans le succinate, nous a permis d'identifier le deuxième transporteur DctPQM. DctPQM appartient à la famille des transporteurs TRAP (tripartite ATP-independent periplasmic). Un double mutant AdctAAdctPQM ne pousse pas dans du malate ou fumarate mais par contre présente une croissance résiduelle dans le succinate suggérant l'existence de transporteurs supplémentaires pour le succinate. En réalisant des expériences de compétitions nous avons démontré que le transporteur DctPQM est plus efficace que le transporteur DctA pour l'utilisation de succinate à une concentration de l'ordre du μΜ. Par contre, DctA est le transporteur le plus important pour une concentration de succinate de l'ordre du raM. Pour la première fois, deux systèmes de transport, un avec une forte- et un avec une faible-affinité (DctA et DctPQM) pour le succinate, sont coordonnés dans leur activité de transport des acides C4- dicarboxyliques, probablement contribuant à la versatilité de la bactérie. Ensuite, nous avons étudié la régulation du system Dct. En effectuant, en parallèle, une étude sur le phénomène de la répression catabolique (RC) chez P. aeruginosa, un lien entre la RC et le système Dct a été observé. La cascade des régulateurs formant la RC est composée de CbrA/CbrB, CrcZ et Crc. Crc est un répresseur traductionnel qui agit quand des sources de carbone préférées (comme les acides C4-dicarboxyliques) sont présentes dans le milieu. CrcZ est un petit ARN non-codant qui agit comme antagoniste de Crc. L'expression de CrcZ est induite par le système à deux composants CbrA/CbrB lorsque une source de carbone non-préférée est utilisée (comme le mannitol). Des nouvelles cibles du système CbrAB/CrcZ/Crc chez P. aeruginosa ont été identifiées grâce à une analyse du transcriptome des souches mutantes des régulateurs de la cascade. Parmi les cibles identifiées, les gènes dctA et dctPQM étaient présents. La RC régule l'expression des transporteurs dct en fonction de la concentration de succinate dans le milieu de croissance. Cette régulation est possible parce que, en même temps, les acides C4- dicarboxyliques régulent la RC. Dans un milieu contenant une grande concentration du succinate, le niveau d'expression de CrcZ est faible, donc Crc peut inhiber l'expression de ces ARN messagers cibles. Par contre, dans un milieu avec une faible concentration de succinate, l'augmentation de l'expression de CrcZ titre Crc et inhibe son activité. Ce modèle de régulation rétroactive est très important pour le phénomène de la RC, parce qu'il permet à la bactérie d'accorder une meilleure réponse à un changement environnemental. L'expression des gènes codant pour les transporteurs dct sont aussi régulés par la protéine chaperonne d'ARN Hfq. Hfq semble avoir le même effet traductionnelle que Crc, lorsqu'il y a une forte concentration de succinate. Nous avons ainsi observé une régulation négative de l'expression du gène dct Ρ et dctR, qui code pour un répresseur de la transcription de dctA. Nous avons aussi observé une régulation positive de la transcription de dctP par Hfq, probablement de façon indirecte. Enfin, une analyse du metabolome a était utilisée pour chercher les signaux internes modulant la RC et, en particulier, l'activité de la protéine senseur CbrA chez P. aeruginosa PAOl et P. putida KT2442. Les résultats de l'analyse sont en cours d'étude dans le laboratoire.

Spotting Translationese in two Corpora of Original and Translated Catalan Texts: an Empirical Approach

This research investigates the phenomenon of translationese in two monolingual comparable corpora of original and translated Catalan texts. Translationese has been defined as the dialect, sub-language or code of translated language. This study aims at giving empirical evidence of translation universals regardless the source language.Traditionally, research conducted on translation strategies has been mainly intuition-based. Computational Linguistics and Natural Language Processing techniques provide reliable information of lexical frequencies, morphological and syntactical distribution in corpora. Therefore, they have been applied to observe which translation strategies occur in these corpora.Results seem to prove the simplification, interference and explicitation hypotheses, whereas no sign of normalization has been detected with the methodology used.The data collected and the resources created for identifying lexical, morphological and syntactic patterns of translations can be useful for Translation Studies teachers, scholars and students: teachers will have more tools to help students avoid the reproduction of translationese patterns. Resources developed will help in detecting non-genuine or inadequate structures in the target language. This fact may imply an improvement in stylistic quality in translations. Translation professionals can also take advantage of these resources to improve their translation quality.

Source wavelet estimation for waveform inversion of crosshole georadar data

AbstractFor a wide range of environmental, hydrological, and engineering applications there is a fast growing need for high-resolution imaging. In this context, waveform tomographic imaging of crosshole georadar data is a powerful method able to provide images of pertinent electrical properties in near-surface environments with unprecedented spatial resolution. In contrast, conventional ray-based tomographic methods, which consider only a very limited part of the recorded signal (first-arrival traveltimes and maximum first-cycle amplitudes), suffer from inherent limitations in resolution and may prove to be inadequate in complex environments. For a typical crosshole georadar survey the potential improvement in resolution when using waveform-based approaches instead of ray-based approaches is in the range of one order-of- magnitude. Moreover, the spatial resolution of waveform-based inversions is comparable to that of common logging methods. While in exploration seismology waveform tomographic imaging has become well established over the past two decades, it is comparably still underdeveloped in the georadar domain despite corresponding needs. Recently, different groups have presented finite-difference time-domain waveform inversion schemes for crosshole georadar data, which are adaptations and extensions of Tarantola's seminal nonlinear generalized least-squares approach developed for the seismic case. First applications of these new crosshole georadar waveform inversion schemes on synthetic and field data have shown promising results. However, there is little known about the limits and performance of such schemes in complex environments. To this end, the general motivation of my thesis is the evaluation of the robustness and limitations of waveform inversion algorithms for crosshole georadar data in order to apply such schemes to a wide range of real world problems.One crucial issue to making applicable and effective any waveform scheme to real-world crosshole georadar problems is the accurate estimation of the source wavelet, which is unknown in reality. Waveform inversion schemes for crosshole georadar data require forward simulations of the wavefield in order to iteratively solve the inverse problem. Therefore, accurate knowledge of the source wavelet is critically important for successful application of such schemes. Relatively small differences in the estimated source wavelet shape can lead to large differences in the resulting tomograms. In the first part of my thesis, I explore the viability and robustness of a relatively simple iterative deconvolution technique that incorporates the estimation of the source wavelet into the waveform inversion procedure rather than adding additional model parameters into the inversion problem. Extensive tests indicate that this source wavelet estimation technique is simple yet effective, and is able to provide remarkably accurate and robust estimates of the source wavelet in the presence of strong heterogeneity in both the dielectric permittivity and electrical conductivity as well as significant ambient noise in the recorded data. Furthermore, our tests also indicate that the approach is insensitive to the phase characteristics of the starting wavelet, which is not the case when directly incorporating the wavelet estimation into the inverse problem.Another critical issue with crosshole georadar waveform inversion schemes which clearly needs to be investigated is the consequence of the common assumption of frequency- independent electromagnetic constitutive parameters. This is crucial since in reality, these parameters are known to be frequency-dependent and complex and thus recorded georadar data may show significant dispersive behaviour. In particular, in the presence of water, there is a wide body of evidence showing that the dielectric permittivity can be significantly frequency dependent over the GPR frequency range, due to a variety of relaxation processes. The second part of my thesis is therefore dedicated to the evaluation of the reconstruction limits of a non-dispersive crosshole georadar waveform inversion scheme in the presence of varying degrees of dielectric dispersion. I show that the inversion algorithm, combined with the iterative deconvolution-based source wavelet estimation procedure that is partially able to account for the frequency-dependent effects through an "effective" wavelet, performs remarkably well in weakly to moderately dispersive environments and has the ability to provide adequate tomographic reconstructions.