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A biologically inspired model for pattern recognition

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Journal of Zhejiang University-Science B(Biomedicine & Biotechnology) 2010年第2期11卷 115-126页

作者： eduardo gonzalez Hans LILJENSTROM Yusely RUIZ Guang LI Department of Biomedical Engineering Zhejiang University Hangzhou 310027 China Department of Energy and Technology Swedish University of Agricultural Sciences Box 7013 SE-750 Sweden National Laboratory of industrial Control Technology Institute of Cyber-Systems and Control Zhejiang University Hangzhou 310027 China

In this paper, a novel bionic model and its performance in pattern recognition are presented and discussed. The model is constructed from a bulb model and a three-layered cortical model, mimicking the main features of the olfactory system. The olfactory bulb and cortex models are connected by feedforward and feedback fibers with distributed delays. The Breast Cancer Wisconsin dataset consisting of data from 683 patients divided into benign and malignant classes is used to demonstrate the capacity of the model to learn and recognize patterns, even when these are deformed versions of the originally learned patterns. The performance of the novel model was compared with three artificial neural networks (ANNs), a back-propagation network, a support vector machine classifier, and a radial basis function classifier. All the ANNs and the olfactory bionic model were tested in a benchmark study of a standard dataset. Experimental results show that the bionic olfactory system model can learn and classify patterns based on a small training set and a few learning trials to reflect biological intelligence to some extent.

关键词： Olfactory system Neural network Bionic model Pattern recognition

Detecting stable phase structures in EEG signals to classify brain activity amplitude patterns

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Journal of Zhejiang University-Science A(Applied Physics & Engineering) 2009年第10期10卷 1483-1491页

作者： Yusely RUIZ Guang LI Walter J.FREEMAN eduardo gonzalez Department of Biomedical Engineering Zhejiang University Hangzhou 310027China National Lab of Industrial Control Technology Institute of Cyber-Systems and ControlZhejiang UniversityHangzhou 310027China Department of Molecular&Cell Biology 101 Donner University of California at BerkeleyCA 94720-3206USA

Obtaining an electrocorticograms(ECoG)signal requires an invasive procedure in which brain activity is recorded from the cortical *** contrast,obtaining electroencephalograms(EEG)recordings requires the non-invasive procedure of recording the brain activity from the scalp surface,which allows EEG recordings to be performed more easily on healthy *** this work,a technique previously used to study spatial-temporal patterns of brain activity on animal ECoG was adapted for use on *** main issues are centered on solving the problems introduced by the increment on the interelectrode distance and the procedure to detect stable *** results showed that spatial patterns of beta and gamma activity can also be extracted from the EEG signal by using stable frames as time markers for feature *** adapted technique makes it possible to take advantage of the cognitive and phenomenological awareness of a normal healthy subject.

关键词： Electroencephalograms(EEG) Spatial-temporal pattem Stable phase structure Frames

Hydrothermal alteration of the surface volcanic rocks at the Acoculco geothermal field,Mexico:a multi-parametric approach

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Acta Geochimica 2024年第6期43卷 1037-1053页

作者： America Yosiris García-Soto Kailasa Pandarinath ESantoyo eduardo gonzalez-Partida Instituto de Energías Renovables Universidad Nacional Autónoma de MéxicoPriv.Xochicalco s/no.Col.CentroApartado Postal 3462580 TemixcoMorelosMexico Centro de Geociencias UNAMApartado Postal 1-74276001 QuerétaroQuerétaroMexico

The studies on hydrothermal alteration-induced eff ects in surface and subsurface rocks provide useful information in the characterization and exploitation of a geothermal ***,these studies are based on traditional,and reliable methods like petrography(primary and secondary minerals,and grade of alteration),and geochemistry(mobility of elements,changes in mass and concentration of elements,and fluid inclusions).Recently,apart from these established methods,some methods based on the geochemical(Chemical Index of Alteration,CIA;Weathering Index of Parkar,WIP;Loss on Ignition,LOI;and Sulfur,S)and rock magnetic properties(magnetic susceptibility,χlf;and percentage frequency-dependent susceptibility,χfd%)are also being applied in the identification of whether a rock is an altered or a fresh *** Acoculco Geothermal Field(AGF),Mexico,is characterized by high temperature and very low permeability,and it is considered a promissory Enhanced Geothermal *** following changes are observed in the rocks as a result of an increase in hydrothermal alteration:(1)an increase in CIA,LOI,and S values,and a decrease in WIP;(2)an increase in quartz and quartz polymorph minerals(silicification),and clay minerals(argillization);and(3)decrease inχlf *** AGF,the most altered surface acid rocks are characterized by entirely quartz and its polymorphs,and clay *** present study also indicates the applicability of the binary plots of major elements(felsic vs mafic component)and rock magnetic parameters(χlf vs.χfd%).The rock withχfd%value of 2-10 andχlf value<0.5×10^(-6)m^(3) kg^(-1)indicate the presence of single domain and stable single domain grains,which in turn suggests that it is an altered *** methods are simple to apply,rapid,reliable,and have the potential to become eff ective tools for the identifi cation of hydrothermally altered rocks during the initial stage of geothermal exploration.

关键词： Geothermal fields Hydrothermal alteration Surface rocks Magnetic susceptibility Alteration indices

Angiotensin Ⅱ receptor blockers and gastrointestinal adverse events of resembling sprue-like enteropathy:a systematic review

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Gastroenterology Report 2019年第3期7卷 162-167,I0001页

作者： Ayesha Kamal Christopher Fain Angela Park Peiqi Wang eduardo gonzalez-Velez Daniel A.Leffler Susan M.Hutfless Department of Medicine Division of GastroenterologyJohns Hopkins UniversityBaltimoreMDUSA Johns Hopkins Department of Surgery and Surgical SciencesJohns Hopkins UniversityBaltimoreMDUSA Division of Gastroenterology Beth Israel Deaconess Medical CenterBostonMAUSA Department of Epidemiology Johns Hopkins Bloomberg School of Public HealthBaltimoreMDUSA

Background:Olmesartan,an angiotensin Ⅱ receptor blocker(ARB),is associated with gastrointestinal symptoms resembling sprue-like *** have proposed that enteropathy may be a class effect rather than *** performed a systematic review to identify literature of sprue-like enteropathy for all ***:Case reports,case series and comparative studies of ARBs were searched on PubMed and Embase databases through 21 November 2018 and then ***:A total of 82 case reports and case series as well as 5 comparative studies,including 248 cases,were selected and *** ARBs listed in the case reports were olmesartan(233 users;94.0%),telmisartan(5 users;2.0%),irbesartan(4 users;1.6%),valsartan(3 users;1.2%),losartan(2 users;0.8%)and eprosartan(1 user;0.4%).The periods between ARB initiation and onset of symptoms ranged from 2 weeks to 13 *** results were reported in 218 cases,in which 201 cases(92.2%)were villous atrophy and 131 cases(60.1%)were intraepithelial *** leucocyte antigen(HLA)testing was performed in 147 patients,among whom 105(71.4%)had HLA-DQ2 or HLA-DQ8 *** antibodies were tested in 169 patients,among whom 167(98.8%)showed negative *** exclusion from the diet failed to relieve symptoms of enteropathy in 127(97.7%)of 130 patients with *** remission of symptoms after discontinuation of ARB was reported in 233(97.4%)of the 239 patients with *** cases(2.8%)reported recurrence of symptoms after restarting olmesartan;rechallenge was not reported for the non-olmesartan *** retrospective studies conducted worldwide had inconsistent study designs(*** in periods of study and case definition)and ***:Although enteropathy is rare,clinicians should remain vigilant of this potential adverse event even years after medication initiation.

关键词： angiotensinⅡreceptor blockers olmesartan enteropathy diarrhea

Geochemical-Thermodynamic Modeling of the Los Humeros Geothermal Reservoir, Central Mexico

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Journal of Environmental Science and Engineering(A) 2013年第6期2卷 373-376页

作者： Jose Martinez Reyes Renee Perez eduardo gonzalez Partida Trajectory of energy engineering University of the Ci~nega of Michoa6n State Sahuayo Mich 59000 Mexico Department of Chemical and Petroleum Engineering University of Calgary Calgary Alberta T2N IN4 Canada Geosciences Center National Autonomous University of Mexico Juriquilla field Qro 76230 Mexico

In this work, the authors thermodynamic equilibrium calculations developed a computer program in MATLAB of vapor-liquid multicomponent phases below the language for aqueous speciation and critical temperature of water （647 K） and pressures up to 2 kilobar with two computational routines. The first routine calculates the aqueous speciation from the equations of mass balance, charge balance and mass action, forming a system of N equations and N unknowns describing the aqueous phase with N unknown chemical species, which is solved with Newton-Raphson method using the Debye-Hiickel and Bdotactivity coefficients that solved simultaneously with Henry＇s Law, the Soave-Redlich-Kwong equation of state and a Poynting correction term, calculate chemical potentials and composition of the phases of the system, which are used at the Ratchford-Rice flash routine that iteratively recalculates the distribution of gases in liquid, until convergence. The chemical composition data of gas and brine phases of production wells at standard conditions for 1998 and 2007 of the Los Humeros geothermal field are modeled in the described manner, deducing that fluids inside the pipes of the reservoir are corrosive and cause the precipitation of newly formed minerals such as iron and calcium sulfates and silica, at reservoir conditions.

关键词： Geochemistry thermodynamics modeling.

Water Stress in Temperate Dry Climate of the Baja California North and Use Rainwater

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Journal of Civil Engineering and Architecture 2019年第5期13卷 293-304页

作者： Francisco Fernández Melchor Marcos eduardo gonzalez Trevizo Julio Cesar Rincón Martínez Facultad de Ingeniería Arquitectura y Diseno (Faculty of Engineering Architecture and Desing) Universidad Autónoma de Baja California (Baja California Autonomous University) Ensenada BC 22860 Mexico

The growth of urban centers in Mexico and the consequent demand for services and overexploitation of their watersheds and aquifers, these being insufficient to cover the demand for drinking water in different cities, and areas with dry climates and poor rainfall are mostly affected. The case study where this research is concentrated is located in the city of Ensenada, where the demand for greater capacity in general basic services such as drinking water supply has created a greater problem when the availability of this resource is very limited by the climatic conditions and the natural environment in arid zones as it is in the North of Baja California. In this research we propose the design and installation of a rainwater collection system, with economic materials and common use that any inhabitant can acquire for their implementation in their own home. In this sense, dissemination has been promoted about the advantages of using natural resources based on collective awareness, emphasizing the scientific dissemination of knowledge. For this last point the moderation of the use of rainwater is made to cover the domestic demand for water through a rain collection system installed in a house of average family.

关键词： Ecotechnologies rainwater harvesting average precipitation.

Analysis of the Per Capita Generation of Municipal Solid Waste by Socioeconomic Strata in Veracruz, Mexico, Using a Statistical Experimental Design

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Journal of Chemistry and Chemical Engineering 2012年第2期6卷 138-146页

作者： Lorena de Medina-Salas eduardo CastiUo-gonzalez Rabindranarth Romero-Lopez Luis Omar Jamed-Boza Chemical Engineering School University Veracruzana Xalapa 91040 Veracruz Mexico Civil Engineering School University Veracruzana Xalapa 91040 Veracruz Mexico

The management of municipal solid waste （MSW） is currently one of the major environmental concerns in Mexico. Therefore, municipalities must develop local programs for prevention and integrated management of MSW based on the data of MSW generation; however, these are scarce and diffuse. It is known that the MSW generation is affected by many factors, including life level. Given the importance of having reliable data, the objective of this study was to determine the per capita MSW generation of a small urban locality in the state of Veracruz and test whether there were significant statistic differences of per capita M SW generation among the life levels. The households were randomly sampled according to the Mexican standard of reference and were classified as popular, middle and residential. The per capita MSW generation determined was 0.355 kg·inhab^-***^-1. This value was lower than the value estimated by the national reference, suggesting that it might be overestimated and consequently lead to errors in estimating installations costs for the MSW treatment. The result of the experimental design revealed that there were significant statistic differences in the per capita MSW generation among the three socioeconomic strata. This study will allow the municipality to establish better strategies within the municipal program and differential rate for the provision of public clean service and it also provides a solid basis for future research under similar conditions.

关键词： Municipal solid waste integrated management per capita generation socioeconomic strata statistical experimentaldesign least significative difference.

Extreme Adaptation to Extreme Environments in Hot Dry, Hot Sub-humid and Hot Humid Climates in Mexico

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Journal of Civil Engineering and Architecture 2014年第8期8卷 929-942页

作者： Luis Gabriel Gomez-Azpeitia Gonzalo Bojorquez-Morales Raul Pavel Ruiz Irene Marincic eduardo gonzalez Adalberto Tejeda Faculty of Architecture and Design University of Colima Coquimatlan 28040 Mexico Faculty of Architecture Autonomic University of Baja California Mexicali 21101 Mexico Faculty of Architecture Autonomic University of Chiapas Tuxtla Gutierrez 29050 Mexico Architecture and Design Department University of Sonora Hermosillo 83000 Mexico Faculty of Architecture and Design University of Zulia Maracaibo 4011 Venezuela Faculty of Electronic and Atmospheric Sciences Instrumentation Veracruz University Xalapa 91090 Mexico

The paper discusses the results of a field study carried out in four cities in Mexico： Hermosillo, Mexicali, Merida and Colima, during the warmest seasons of 2006-2007. The survey is according to the adaptive approach of thermal comfort. The cities＇ climates are hot dry, hot sub-humid and hot humid. The respondents were inhabitants of low cost housings without air conditioning. The research was performed during warm seasons and according to ISO 10551. The measurements were processed by the common method of linear regression and also by alternative methods, useful for asymmetric climates. Individuals declared comfort at very high temperatures, either high or low humidity, therefore, the resulting neutral temperatures are higher than 30 ℃, except in Colima （28.8 ℃）. The upper limits of comfort ranges achieved temperatures up to 35 ℃. The results suggest how great is the capacity of humans to adapt to conditions as extreme as those measured in the study.

关键词： Acclimation thermal comfort adaptive approach field studies

Exhaust Ventilation through a Solar Chimney： A Response to High Hermeticity in Welfare Housing

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Journal of Civil Engineering and Architecture 2015年第7期9卷 767-774页

作者： Marcos eduardo gonzalez-Trevizo Adolfo Gomez-Amador Anibal Luna-Leon Carlos Escobar-Del POZO Carlos Javier Esparza Lopez Facultad de Arquitectura (Faculty of Architecture) Universidad Michoacana de San Nicoldls de Hidalgo (Michoacan Universityof Saint Nicholas of Hidalgo) Morelia MN 58030 Mexico Facultad de Arquitectura y DiseFzo (Faculty of Architecture and Design) Universidad de Colima (University of Colima) ColimaCL 28400 Mexico Facultad de Arquitectura y Diseho (Faculty of Architecture and Design) Universidad Aut6noma de Baja California (BajaCalifornia Autonomous University) Mexieali BC 21280 Mexico Facultad de Ingenieria Mecnica y Elctrica (Faculty of Mechanical and Electrical Engineering) Universidad de ColimaColima CL 28400 Mexico

This research reports on potentiality in the solar chimney as an exhaust ventilation device through a hypothetical statement that convenient weather conditions exist on sub-humid warm climate to enhance the performance ofa SC （solar chimney）, in order to increase ventilation to dissipate metabolic heat from inhabitants of airtight buildings. The methodology used in this research integrates the use of simplified mathematical models that predict in a semi-empirical way a potential volume flow through estimation of kinetic power generation, by natural circulation and stack effect in a typical covered-plate air solar collector. The study was carried out during the warm month of April, an important warm season for Colima, where the prevailing wind is about 6.8 m/s, the average temperature of maximums and minimums oscillates between 15.4℃and 34.4 ℃ with average relative humidity of 65% according to national weather service. A scale model of the SC was installed on environmental chambers. The results showed that this device is capable of generating ventilation conditions around light breeze parameters near between 0.6 m/s and 1.5 m/s width, a better performance at day in 45% approximately than the night values, making ventilation rates up 0.24 ACH （air changes per hour） as average air change rate.

关键词： Exhaust ventilation solar chimney air solar collector welfare housing.