Replica symmetric evaluation of the information transfer in a two-layer network in presence of continuous+discrete stimuli

In a previous report we have evaluated analytically the mutual information between the firing rates of N independent units and a set of multi-dimensional continuous+discrete stimuli, for a finite population size and in the limit of large noise. Here, we extend the analysis to the case of two interconnected populations, where input units activate output ones via gaussian weights and a threshold linear transfer function. We evaluate the information carried by a population of M output units, again about continuous+discrete correlates. The mutual information is evaluated solving saddle point equations under the assumption of replica symmetry, a method which, by taking into account only the term linear in N of the input information, is equivalent to assuming the noise to be large. Within this limitation, we analyze the dependence of the information on the ratio M/N, on the selectivity of the input units and on the level of the output noise. We show analytically, and confirm numerically, that in the limit of a linear transfer function and of a small ratio between output and input noise, the output information approaches asymptotically the information carried in input. Finally, we show that the information loss in output does not depend much on the structure of the stimulus, whether purely continuous, purely discrete or mixed, but only on the position of the threshold nonlinearity, and on the ratio between input and output noise.Comment: 19 pages, 4 figure

A device to characterize optical fibres

ATLAS is a general purpose experiment approved for the LHC collider at CERN. An important component of the detector is the central hadronic calorimeter; for its construction more than 600,000 Wave Length Shifting (WLS) fibres (corresponding to a total length of 1,120 Km) have been used. We have built and put into operation a dedicated instrument for the measurement of light yield and attenuation length over groups of 20 fibres at a time. The overall accuracy achieved in the measurement of light yield (attenuation length) is 1.5% (3%). We also report the results obtained using this method in the quality control of a large sample of fibres.Comment: 17 pages 20 figeres submitted to NIM journa

Levantamento fitossociológico de plantas daninhas na cultura do girassol.

O levantamento fitossociológico da comunidade de plantas daninhas na cultura do girassol foi realizado em duas épocas distintas: no desenvolvimento inicial da cultura (entre 20 e 40 dias após a semeadura) e na pré-colheita do girassol. As espécies de plantas daninhas foram identificadas e quantificadas pelo método do quadrado inventário (1,0 x 1,0 m), com amostragem de 12 m2 por área. Os levantamentos foram realizados em 54 propriedades de seis municípios da região do cerrado e em 38 propriedades de oito municípios da região dos pampas, que são as duas principais regiões produtoras brasileiras. Foram registrados a frequência, a frequência relativa, a densidade, a densidade relativa, a abundância, a abundância relativa, o índice de importância relativa e o índice de similaridade. No total, foram identificadas 60 espécies de plantas daninhas, sendo 17 presentes em ambas as regiões. Asteraceae e Poaceae foram as duas principais famílias, entre as 16 encontradas. As principais espécies presentes no cerrado foram Euphorbia heterophylla, Chamaesyce hirta, Ageratum conyzoides, Commelina benghalensis, Zea mays e Bidens sp. As principais espécies presentes no Rio Grande do Sul foram Bidens sp., Raphanus raphanistrum, Lolium multiflorum, Gnaphalium spicatum, Sonchus oleraceus, Euphorbia heterophylla, Sida rhombifolia, Digitaria sp. e Ipomea sp. A densidade das plantas daninhas foi maior na fase de pré-colheita do que no desenvolvimento inicial da cultura, em ambas as regiões, sendo de 30,84 plantas m-2 e 23,58 plantas m-2, respectivamente, para o cerrado, e de 23,19 plantas m-2 e 21,41 plantas m-2, para o Rio Grande do Sul. O índice de similaridade dentro das regiões foi de 0,91 para os levantamentos do cerrado e de 0,79 para os do Rio Grande do Sul. Entretanto, entre as regiões, os índices ficaram abaixo de 0,5, mostrando similaridade mediana entre a flora daninha do cerrado e a do Rio Grande do Sul, na cultura do girassol, nas duas épocas estudadas.Palavras-chave: competição, fitossociologia, Helianthus annuus, infestação. A phytosociological survey of the weed communities present in sunflower crop was carried out during two distinct crop stages: early development and pre-harvest. Weed species were identified and quantified according to the inventory square method (1.0 x 1.0 m), using 12 m2 of sampling per area surveyed. At each stage, the survey was carried out on 54 farms of six counties of the cerrado (savanna region, Central Brazil) and 38 farms of eight counties of the Pampas (region in the State of Rio Grande do Sul, the Southernmost state in Brazil), which are the two main Brazilian sunflower production regions. Frequency, relative frequency, density, relative density, abundance, relative abundance, relative importance index, and similarity index were computed. A total of 60 weed species were identified, 17 of which were present in both regions. Asteraceae and Poaceae were the two main families among the 16 found. The main species present in the cerrado were Euphorbia heterophylla, Chamaesyce hirta, Ageratum conyzoides, Commelina benghalensis, Zea mays and Bidens sp. The most abundant species present in the State of Rio Grande do Sul were Bidens sp., Raphanus raphanistrum, Lolium multiflorum, Gnaphalium spicatum, Sonchus oleraceus, Euphorbia heterophylla, Sida rhombifolia, Digitaria sp. and Ipomea sp. Weed density was higher at pre-harvest than at the early stage of the crop, in both regions: 30.84 plants m-2 and 23.58 plants m-2, respectively, for the cerrado region and 23.19 plants m-2 FORMATAR and 21.41 plants m-2, respectively, for the Pampas region. The similarity index within each region was 0.91 for the cerrado and 0.79 for the Pampas. Nevertheless, the region indices remained below 0.5, showing median similarity between the weed flora affecting sunflower crop at the ?cerrado? and that at the ?Pampas? during the two growth stages studied

Electrostatic Control of the Thermoelectric Figure of Merit in Ion-Gated Nanotransistors

Semiconductor nanostructures have raised much hope for the implementation of high-performance thermoelectric generators. Indeed, they are expected to make available reduced thermal conductivity without a heavy trade-off on electrical conductivity, a key requirement to optimize the thermoelectric figure of merit. Here, a novel nanodevice architecture is presented in which ionic liquids are employed as thermally-insulating gate dielectrics. These devices allow the field-effect control of electrical transport in suspended semiconducting nanowires in which thermal conductivity can be simultaneously measured using an all-electrical setup. The resulting experimental data on electrical and thermal transport properties taken on individual nanodevices can be combined to extract ZT, guide device optimization and dynamical tuning of the thermoelectric properties

Influences of dietary supplementation with Lepidium meyenii (Maca) on stallion sperm production and on preservation of sperm quality during storage at 5 °C.

Stallion semen is damaged by oxidative stress during cooling and transport. Semen processing and extenders have been tested to improve the fertilizing capacity of semen and to preserve semen during transport. Dietary supplementation with natural antioxidants has been proposed to prevent oxidative damages. In this study, for the first time, the effect of dietary supplementation with Lepidium meyenii (Maca) on the characteristics of fresh and chilled stallion semen was evaluated. Maca is a traditional Andean crop used as a nutraceutical for the fertility-enhancing properties that are linked with antioxidant activity. The diet of five stallions was supplemented with 20 g of Maca powder daily for a total of 60 days. A control group of five stallions received the same diet without Maca. Semen was collected once before the administration of Maca (D0), twice during the administration at 30 and 60 days (D30 and D60), and finally twice at 30 and 60 days after the end of the administration (D90 and D120). Ejaculates were processed for cooled shipping at 5 °C and evaluated in the laboratory for total and progressive motility, acrosome integrity, and lipid peroxidation after collection and after 24, 48, and 72 h of storage. Dietary supplementation with Maca improved sperm concentration (from 213 ± 80.4 to 447 ± 73.1 × 106 spz/mL) and total sperm count (from 10,880 ± 4377 to 24,783 ± 4419 × 106 spz). The beneficial effects of Maca supplementation on motility and acrosome integrity in the raw semen were detected from the end of treatment with Maca (D60) until the end of the study (D120). Furthermore, during cooling storage, total motility, progressive motility, and acrosome integrity declined more slowly in the Maca-treated group than in the control group. Lipid peroxidation did not change during cooling storage in either group and did not show a significant difference between the two groups. In this study, the dietary supplementation with Maca increased sperm production and stabilized semen quality during chilled storage

The Use of Artificial Intelligence Approaches for Performance Improvement of Low-Cost Integrated Navigation Systems

In this paper, the authors investigate the possibility of applying artificial intelligence algorithms to the outputs of a low-cost Kalman filter-based navigation solution in order to achieve performance similar to that of high-end MEMS inertial sensors. To further improve the results of the prototype and simultaneously lighten filter requirements, different AI models are compared in this paper to determine their performance in terms of complexity and accuracy. By overcoming some known limitations (e.g., sensitivity on the dimension of input data from inertial sensors) and starting from Kalman filter applications (whose raw noise parameter estimates were obtained from a simple analysis of sensor specifications), such a solution presents an intermediate behavior compared to the current state of the art. It allows the exploitation of the power of AI models. Different Neural Network models have been taken into account and compared in terms of measurement accuracy and a number of model parameters; in particular, Dense, 1-Dimension Convolutional, and Long Short Term Memory Neural networks. As can be excepted, the higher the NN complexity, the higher the measurement accuracy; the models’ performance has been assessed by means of the root-mean-square error (RMSE) between the target and predicted values of all the navigation parameters

Effects of Oral Administration of Lepidium meyenii on Morphology of Mice Testis and Motility of Epididymal Sperm Cells After Tetrahydrocannabinol Exposure

Background: Tetrahydrocannabinol (THC) administration is associated with testicular damage and reduced semen quality. Oral administration of Lepidium Meyenii (maca) improves spermatogenesis and sperm motility and count and reduces spermatogenic damage. Objectives: The aim of this study was to evaluate the effect of administration of THC, maca, and their combination on testicular tissue and semen parameters. Materials and Methods: Thirty-six-week-old male mice were classified into control, THC, Maca, and THC + Maca groups. The mice were subjected to Eco Color Doppler ultrasound examination of the testicles before and after treatment. After euthanasia, the epididymis, testes, liver, and kidney were collected for histological examination. For morphometry of the testis, tubular diameters and seminiferous epithelium height were measured. Sperm concentration and sperm motilities were assessed. Differences among the groups were assessed using the Kruskal–Wallis and Dunn's post-hoc test. Results: In all the groups, there were no significant changes in testicular morphology before and after treatment. Histological assessment of the testes showed no alterations in control, no significant alterations in Maca, mild to moderate alterations in THC, and mild alterations in THC + Maca groups. Histological examination of the other organs showed no significant differences among the groups. Tubular diameter showed significantly increased thickening for THC and THC + Maca compared with that for Maca and control. Moreover, seminiferous epithelium height decreased for THC compared with that in the control, Maca, and THC + Maca groups. No statistically significant reduction in the spermatogenic index was observed for THC compared with that for Maca and THC + Maca. Epididymal cross-sections of the groups showed no significant alterations. Sperm concentration and motility were higher for control and THC + Maca groups than in group THC and Maca. Conclusion: In vivo maca administration reduced the deleterious effect of THC on testicular parenchyma and semen production

A PMT-Block test bench

The front-end electronics of the ATLAS hadronic calorimeter (Tile Cal) is housed in a unit, called {\it PMT-Block}. The PMT-Block is a compact instrument comprising a light mixer, a PMT together with its divider and a {\it 3-in-1} card, which provides shaping, amplification and integration for the signals. This instrument needs to be qualified before being assembled on the detector. A PMT-Block test bench has been developed for this purpose. This test bench is a system which allows fast, albeit accurate enough, measurements of the main properties of a complete PMT-Block. The system, both hardware and software, and the protocol used for the PMT-Blocks characterisation are described in detail in this report. The results obtained in the test of about 10000 PMT-Blocks needed for the instrumentation of the ATLAS (LHC-CERN) hadronic Tile Calorimeter are also reported.Comment: 23 pages, 10 figure