645 research outputs found

    ENOBIO - First tests of a dry electrophysiology electrode using carbon nanotubes

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    We describe the development and first tests of Enobio, a dry electrode sensor concept for biopotential applications. In the proposed electrodes, the tip of the electrode is covered with a forest of multi-walled CNTs that can be coated with Ag/AgCl to provide ionic-electronic transduction. The CNT brush-like structure is to penetrate the outer layers of the skin improving electrical contact as well as increae the contact surface area. In this paper, we report the results of the first tests of this concept -- immersion on saline solution and pig skin signal detection. These indicate performance on a par with state of the art research-oriented wet electrodes.Comment: Submitted and accepted at the 28th IEEE EMBS International Conference, New York City, August 31st-September 3rd, 2006. Figures updated with proper filtering and averagin

    La justificación racional de los derechos humanos en los redactores de la Declaración Universal de los Derechos Humanos

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    Suele pensarse que la falta de acuerdo en los ‘por qué’ de los derechos humanos, llevó a los redactores de la Declaración Universal de 1948, a evitar cualquier intento de justificación racional de los derechos humanos o al menos prescindir de afirmaciones de tipo metafísico. Este trabajo intenta mostrar cómo es que los redactores de la Declaración construyeron un argumento cerrado pero incompleto de justificación racional de los derechos humanos, al articular una descripción de un ‘ser’, que es posible ‘conocer’ del que se sigue un ‘deber’. El acuerdo práctico al que llegaron los redactores sólo es posible si se afirman unas verdades metafísicas mínimas

    ¿Es eficaz la formación en la Administración pública española?: Evaluación de la transferencia de los aprendizajes con el modelo FET

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    Is training in Spanish Public Administration effective?: evaluation of transfer of learning using the FET model». This paper analyses the efficacy of the continuous training attended by the Spanish public administration employees, in terms of learning transfer at the work- place. The analysis was conducted using the FET (Factors to Evaluate Transfer) model. Two questionnaires were applied to 1.148 trainees of training actions organized by four Spanish public administration schools; the data analysis included testing hypothesis and multiple regression models. Main results demonstrate that learning transfer is related to factors of the training and workplace context, and not to variables related to trainees’ profile

    Global sensitivity analysis of leaf-canopy-atmosphere RTMs: Implications for biophysical variables retrieval from top-of-atmosphere radiance data

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    Knowledge of key variables driving the top of the atmosphere (TOA) radiance over a vegetated surface is an important step to derive biophysical variables from TOA radiance data, e.g., as observed by an optical satellite. Coupled leaf-canopy-atmosphere Radiative Transfer Models (RTMs) allow linking vegetation variables directly to the at-sensor TOA radiance measured. Global Sensitivity Analysis (GSA) of RTMs enables the computation of the total contribution of each input variable to the output variance. We determined the impacts of the leaf-canopy-atmosphere variables into TOA radiance using the GSA to gain insights into retrievable variables. The leaf and canopy RTM PROSAIL was coupled with the atmospheric RTM MODTRAN5. Because of MODTRAN's computational burden and GSA's demand for many simulations, we first developed a surrogate statistical learning model, i.e., an emulator, that allows approximating RTM outputs through a machine learning algorithm with low computation time. A Gaussian process regression (GPR) emulator was used to reproduce lookup tables of TOA radiance as a function of 12 input variables with relative errors of 2.4%. GSA total sensitivity results quantified the driving variables of emulated TOA radiance along the 400-2500 nm spectral range at 15 cm-1 (between 0.3-9 nm); overall, the vegetation variables play a more dominant role than atmospheric variables. This suggests the possibility to retrieve biophysical variables directly from at-sensor TOA radiance data. Particularly promising are leaf chlorophyll content, leaf water thickness and leaf area index, as these variables are the most important drivers in governing TOA radiance outside the water absorption regions. A software framework was developed to facilitate the development of retrieval models from at-sensor TOA radiance data. As a proof of concept, maps of these biophysical variables have been generated for both TOA (L1C) and bottom-of-atmosphere (L2A) Sentinel-2 data by means of a hybrid retrieval scheme, i.e., training GPR retrieval algorithms using the RTM simulations. Obtained maps from L1C vs L2A data are consistent, suggesting that vegetation properties can be directly retrieved from TOA radiance data given a cloud-free sky, thus without the need of an atmospheric correction

    First human trials of a dry electrophysiology sensor using a carbon nanotube array interface

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    Fatigue, sleepiness and disturbed sleep are important factors in health and safety in modern society and there is considerable interest in developing technologies for routine monitoring of associated physiological indicators. Electrophysiology, the measurement of the electrical activity of biological origin, is a key technique for the measurement of physiological parameters in several applications, but it has been traditionally difficult to develop sensors for measurements outside the laboratory or clinic with the required quality and robustness. In this paper we report the results from first human experiments using a new electrophysiology sensor called ENOBIO, using carbon nanotube arrays for penetration of the outer layers of the skin and improved electrical contact. These tests, which have included traditional protocols for the analysis of the electrical activity of the brain--spontaneous EEG and ERP--indicate performance on a par with state of the art research-oriented wet electrodes, suggesting that the envisioned mechanism--skin penetration--is responsible. No ill side-effects have been observed six months after the tests, and the subject did not report any pain or special sensations on application of the electrode
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