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1.
    
Perception of objects and motions in the visual scene is one of the basic problems in the visual system. There exist 'What' and 'Where' pathways in the superior visual cortex, starting from the simple cells in the primary visual cortex. The former is able to perceive objects such as forms, color, and texture, and the latter perceives 'where', for example, velocity and direction of spatial movement of objects. This paper explores brain-like computational architectures of visual information processing. We propose a visual perceptual model and computational mechanism for training the perceptual model. The compu- tational model is a three-layer network. The first layer is the input layer which is used to receive the stimuli from natural environments. The second layer is designed for representing the internal neural information. The connections between the first layer and the second layer, called the receptive fields of neurons, are self-adaptively learned based on principle of sparse neural representation. To this end, we introduce Kullback-Leibler divergence as the measure of independence between neural responses and derive the learning algorithm based on minimizing the cost function. The proposed algorithm is applied to train the basis functions, namely receptive fields, which are localized, oriented, and bandpassed. The resultant receptive fields of neurons in the second layer have the characteristics resembling that of simple cells in the primary visual cortex. Based on these basis functions, we further construct the third layer for perception of what and where in the superior visual cortex. The proposed model is able to perceive objects and their motions with a high accuracy and strong robustness against additive noise. Computer simulation results in the final section show the feasibility of the proposed perceptual model and high efficiency of the learning algorithm.  相似文献   

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Human beings have the capacity to recognize objects in natural visual scenes with high efficiency despite the complexity of such scenes, which usually contain multiple objects. One possible mechanism for dealing with this problem is selective attention. Psychophysical evidence strongly suggests that selective attention can enhance the spatial resolution in the input region corresponding to the focus of attention. In this work we adopt a computational neuroscience perspective to analyze the attentional enhancement of spatial resolution in the area containing the objects of interest. We extend and apply the computational model of Deco and Schürmann (2000), which consists of several modules with feedforward and feedback interconnections describing the mutual links between different areas of the visual cortex. Each module analyses the visual input with different spatial resolution and can be thought of as a hierarchical predictor at a given level of resolution. Moreover, each hierarchical predictor has a submodule that consists of a group of neurons performing a biologically based 2D Gabor wavelet transformation at a given resolution level. The attention control decides in which local regions the spatial resolution should be enhanced in a serial fashion. In this sense, the scene is first analyzed at a coarse resolution level, and the focus of attention enhances iteratively the resolution at the location of an object until the object is identified. We propose and simulate new psychophysical experiments where the effect of the attentional enhancement of spatial resolution can be demonstrated by predicting different reaction time profiles in visual search experiments where the target and distractors are defined at different levels of resolution.  相似文献   

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Erythrocytes (red blood cells) play an essential role in the respiratory functions of vertebrates, carrying oxygen from lungs to tissues and CO2 from tissues to lungs. They are mechanically very soft, enabling circulation through small capillaries. The small thermally induced displacements of the membrane provide an important tool in the investigation of the mechanics of the cell membrane. However, despite numerous studies, uncertainties in the interpretation of the data, and in the values derived for the main parameters of cell mechanics, have rendered past conclusions from the fluctuation approach somewhat controversial. Here we revisit the experimental method and theoretical analysis of fluctuations, to adapt them to the case of cell contour fluctuations, which are readily observable experimentally. This enables direct measurements of membrane tension, of bending modulus, and of the viscosity of the cell cytoplasm. Of the various factors that influence the mechanical properties of the cell, we focus here on: 1), the level of oxygenation, as monitored by Raman spectrometry; 2), cell shape; and 3), the concentration of hemoglobin. The results show that, contrary to previous reports, there is no significant difference in cell tension and bending modulus between oxygenated and deoxygenated states, in line with the softness requirement for optimal circulatory flow in both states. On the other hand, tension and bending moduli of discocyte- and spherocyte-shaped cells differ markedly, in both the oxygenated and deoxygenated states. The tension in spherocytes is much higher, consistent with recent theoretical models that describe the transitions between red blood cell shapes as a function of membrane tension. Cell cytoplasmic viscosity is strongly influenced by the hydration state. The implications of these results to circulatory flow dynamics in physiological and pathological conditions are discussed.  相似文献   

5.
Information maximization has long been suggested as the underlying coding strategy of the primary visual cortex (V1). Grouping image sequences into blocks has been shown by others to improve agreement between experiments and theory. We have studied the effect of temporal convolution on the formation of spatiotemporal filters—that is, the analogues of receptive fields—since this temporal feature is characteristic to the response function of lagged and nonlagged cells of the lateral geniculate nucleus. Concatenated input sequences were used to learn the linear transformation that maximizes the information transfer. Learning was accomplished by means of principal component analysis and independent component analysis. Properties of the emerging spatiotemporal filters closely resemble the three major types of V1 cells: simple cells with separable receptive field, simple cells with nonseparable receptive field, and complex cells.  相似文献   

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Neural stem cells (NSCs) are capable of self-renewal and differentiation into neurons, astrocytes and oligodendrocytes under specific local microenvironments. In here, we present a set of methods used for three dimensional (3D) differentiation and miRNA analysis of a clonal human neural stem cell (hNSC) line, currently in clinical trials for stroke disability (NCT01151124 and NCT02117635, Clinicaltrials.gov). HNSCs were derived from an ethical approved first trimester human fetal cortex and conditionally immortalized using retroviral integration of a single copy of the c-mycERTAMconstruct. We describe how to measure axon process outgrowth of hNSCs differentiated on 3D scaffolds and how to quantify associated changes in miRNA expression using PCR array. Furthermore we exemplify computational analysis with the aim of selecting miRNA putative targets. SOX5 and NR4A3 were identified as suitable miRNA putative target of selected significantly down-regulated miRNAs in differentiated hNSC. MiRNA target validation was performed on SOX5 and NR4A3 3’UTRs by dual reporter plasmid transfection and dual luciferase assay.  相似文献   

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The effect of the number of stages and cell carrier loading on the steady-state and startup performance of a continuous pulsed plate bioreactor with glass beads as the cell carrier material for biodegradation of phenol in wastewater using immobilized Nocardia hydrocarbonoxydans has been studied. It was found that the performance of the pulsed plate bioreactor during startup and at steady state can be improved by an increase in cell carrier loading, number of stages, total plate stack height, and with a decrease in plate spacing. The startup time for the continuous bioreactor can be decreased by increasing the number of preacclimatization steps for the cells. The attainment of steady effluent phenol concentration can be considered as an indication of steady state of the continuous bioreactor, as when phenol concentration attained a steady value, biofilm thickness, and the attached biomass dry weight also attained a constant value.  相似文献   

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PGRP-S (Tag7) is an innate immunity protein involved in the antimicrobial defense systems, both in insects and in mammals. We have previously shown that Tag7 specifically interacts with several proteins, including Hsp70 and the calcium binding protein S100A4 (Mts1), providing a number of novel cellular functions. Here we show that Tag7–Mts1 complex causes chemotactic migration of lymphocytes, with NK cells being a preferred target. Cells of either innate immunity (neutrophils and monocytes) or acquired immunity (CD4+ and CD8+ lymphocytes) can produce this complex, which confirms the close connection between components of the 2 branches of immune response.  相似文献   

9.
A decrease of the plasma membrane H+-ATPase activity in plant cells is associated with the formation of response to adverse factors and reception of signals. A theoretical analysis of the influence of the H+-ATPase activity on the flow of CO2 into a plant cell has been conducted. With this purpose the model of transport processes and electrogenesis in the plant cell developed previously was used, which takes into account transport systems, including H+-ATPase, in the plasma membrane and tonoplast. The CO2 fraction (\({P_{c{o_2}}}\)) in the total amount of inorganic carbon (Ci) in the external medium was used as an indicator of the CO2 amount entering the plant cell; this parameter depends on the extracellular pH, which, in particular, is influenced by the H+-ATPase activity. Excitable and non-excitable cells were simulated. It was shown that a decrease of the H+-ATPase activity causes a \({P_{c{o_2}}}\)reduction in both variants of the model, and this reduction has an extremum: after passing through minimal values, \({P_{c{o_2}}}\)reaches a stationary level. The dynamics of \({P_{c{o_2}}}\)decrease may be related to the Ca2+ influx into the cytoplasm of the plant cell. The reduction of \({P_{c{o_2}}}\)depended on the extent of the H+-ATPase inactivation and on its initial activity. As a whole, it was shown that the inactivation of the H+-ATPase can affect the CO2 uptake in a plant cell and thereby regulate photosynthetic processes.  相似文献   

10.
We set out to develop an in vitrocell model in which connexins 43, 40 and 45 are co-expressed in the same combinations as found in different sub-types of cardiomyocyte in vivo, using inducible promoters of the Tet-Off and Ecdysone systems. In initial studies, a heterogeneous pattern of gene expression was observed. To achieve homogeneous expression, an Internal Ribosome Entry Site (IRES) sequence was employed, ensuring that a single mRNA coded for connexin and antibiotic resistance. We then constructed plasmids that combine the inducibility of the Tet-Off and Ecdysone systems with the homogeneous expression given by the IRES constructs. These were demonstrated to give inducible and homogeneous expression. By using the reporter gene, Enhanced Green Fluorescent Protein (EGFP), it was further shown in the Tet-Off system that expression of the transfected gene was modulated homogeneously in all cells when induction was repressed. The cell model is now at a suitable stage of development for investigation of the functional correlates of the distinctive connexin co-expression found in different regions of the heart.  相似文献   

11.
Applicability of PMR spectroscopy to the discrimination of the SCP-related yeast was investigated because the yeast was inactivated by heat treatment. When Candida subtropicalis was cultured in a medium containing glucose as a sole source of carbon, its cell wall mannan (mannan A) showed a PMR spectral pattern characterized by three intense peaks at δ: 4.97, 5.10, 5.29 and two small peaks at δ: 4.90, 5.19. Mannan (mannan B) from the yeast cultured in a medium containing n-pentadecane and triton X–100 showed a different spectral pattern in which the signals were observed at δ: 4.97, 5,10, 5.29, the intensity ratios of the signals were also different from those of mannan A. Acetolysis mannan was analyzed to compare the difference between two specified structures by using a gel elution method, methylation analysis and PMR spectra. Mannan B contained a less amount of the a (1→3) linkage than mannan A did, and differed from mannan A in its distribution pattern of side chain units. Our previous results together with the present ones proved the PMR method to be effective for the discrimination of the yeast.  相似文献   

12.
A model for analyzing the swelling rate of ionic gels was developed on the basis of the diffusion of a species of mobile ion. This model was applied to the analysis of pH-sensitive swelling of a xanthan/chitosan complex gel in NaOH solutions of pH 9–12, using the sodium ion as the reference mobile ion. The time–course for swelling of gel beads with a pH change from 11 to 10 was successfully described by the developed model. The values for the diffusion coefficient obtained by fitting the model to the data were of the same order as those for the diffusion coefficient of the sodium ion measured for a membrane of the complex gel. Thus, it was confirmed that the swelling rate of the gel due to pH change was mainly controlled by the diffusion of mobile ions. However, the time-course for swelling of the gel at pH values below 10 was not satisfactorily explained by the model developed, suggesting that the change in the degree of ionization during swelling also affected the swelling rate of the xanthan/chitosan complex gel.  相似文献   

13.
Summary To identify ion transport systems involved in the maintenance of vascular smooth muscle cell volume the effects of incubation medium osmolality and ion transport inhibitors on the volume and 86Rb and 22Na transport in cultured smooth muscle cells from rat aorta (VSMC) have been studied. A decrease of medium osmolality from 605 to 180 mosm increased intracellular water volume from 0.6 to 1.3 l per 106 cells. Under isosmotic conditions, cell volume was decreased by ouabain (by 10%, P< 0.005) but was not influenced by bumetanide, furosemide, EIPA and quinidine. These latter compounds were also ineffective in cell volume regulation under hypotonic buffer conditions. Under hyperosmotic conditions, cell volume was decreased by bumetanide (by 7%, P<0.05) and by ethylisopropyl amiloride (by 13%, P< 0.005). Ouabain-sensitive 86Rb influx was decreased by 30–40% under hypoosmotic conditions. An increase in medium osmolality from 275 to 410 mosm resulted in an eightfold increase in bumetanide-inhibited 86Rb influx and 86Rb efflux. The (ouabain and bumetanide)-insensitive component of 86Rb influx was not dependent on the osmolality of the incubation medium. However (ouabain and bumetanide)-insensitive 86Rb efflux was increased by 1.5–2 fold in VSMC incubated in hypotonic medium. Ethylisopropyl amiloride-inhibited 22Na influx was increased by sixfold following osmotic-shrinkage of VSMC. The data show that both Na+/H+ exchange and Na+/K+/2Cl cotransport may play a major role in the regulatory volume increase in VSMC. Basal and shrinkage-induced activities of Na+/K+/2Cl cotransport in VSMC were similarly sensitive to inhibition by either staurosporin, forskolin, R24571 or 2-nitro4-carboxyphenyl N,N-diphenylcarbomate (NCDC). In contrast basal and shrinkage-induced Na+/K+/2Cl cotransport were differentially inhibited by NaF (by 30 and 65%, respectively), suggesting an involvement of guanine nucleotide binding proteins in the volume-sensitive activity of this carrier. Neither staurosporin, forskolin, R24571 nor NCDC influenced shrinkage-induced Na+/H+ exchange activity. NaF increased Na+/H+ exchanger activity under both isosmotic and hyperosmotic conditions. These data demonstrate that different intracellular signalling mechanisms are involved in the volume-dependent activation of the Na+/K+/2Cl cotransporter and the Na+/H+ exchanger.The authors gratefully acknowledge the financial support of the Swiss National Foundation, grant No. 3.817.087. Bernadette Weber is thanked for preparing the figures.  相似文献   

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A Cytosensor microphysiometer, which measures extracellular acidification rate (ECAR), was used to study the early metabolic activation by organic dust from a swine confinement building in a human airway epithelial cell line, A549. The dust is known to cause an intense airway inflammatory reaction following inhalation in vivo and cytokine release in vitro. Dimethyl amiloride (DMA) was used to study sodium/proton exchanger (NHE) activity in cells growing at different cell densities. Exposing cells at low density to dust induced an initial release of acid not involving NHE, followed by a sustained DMA-sensitive NHE activation. In cells near high density, NHE was not activated during exposure resulting in a modest increase in ECAR. Exposing cells at high density resulted in a bi-phasic ECAR pattern; an initial increase in proton release followed by an inhibition of ECAR below baseline. Pretreatment with pertussis toxin (PTX), an inhibitor of receptor/G(i alpha)-coupled signal transductions did not affect ECAR in low and medium density cells, but abolished the inhibition of ECAR in high-density cells. The dust did not prevent forskolin-induced cAMP accumulation and PTX did not affect cAMP in near-confluent cells suggesting the PTX-effect to be cAMP-independent. The ECAR response to organic dust was similar to that of lipopolysaccharide (LPS) except for high-density cells where PTX did not influence the LPS-induced decrease in ECAR below baseline. In summary, the organic dust induces PTX-sensitive (cAMP independent) signalling in near-confluent A549 epithelial cells and, depending on cell density opposing effects on NHE activity during exposure.  相似文献   

16.
The effects of a novel nonpeptide NK1 tachy-kinin receptor antagonist, SR 140333, on the functional consequences of NK1 receptor activation in a human astrocytoma cell line, U373MG, were investigated. Radioligand binding conducted with 125l-Bolton-Hunter substance P revealed a competitive inhibition by SR 140333 and its R enantiomer SR 140603 with Ki values of 0.74 and 7.40 nM, respectively. The NK1-selective agonist, [Sar9,Met(O2)11]-substance P, stimulated the formation of inositol phosphates with an EC50 of 3.8 × 10?9M. SR 140333 blocked the stimulatory effect of this agonist (10?7M) with an IC50 of 1.6 × 10?9M,whereas the effect of another NK1 agonist, septide (EC50= 1.5 × 10?8M)was antagonized with an IC50 of 2.1 × 10?10M.Enhancement of [3H]taurine release by [Sar9,Met(O2)11]-substance P (EC50= 7.4 × 10?9M) was also inhibited by SR 140333 with an IC50 of 1.8 × 10?9 M. SR 140603 was 10-fold less potent than SR 140333 in inhibiting inositol monophosphate formation and [3H]taurine release. The calcium mobilization induced by [Sar9,Met(O2)11]-substance P (10?8M) was totally prevented by 10?8MSR 140333. Patchclamp experiments showed that SR 140333 depressed the outward current evoked by 5 × 10?8M [Sar9, Met(O2)11]-substance P with an IC50 of 1.3 × 10?9M. The expression of c-fos was stimulated by [Sar9,Met(O2)11]-substance P with an EC50 of 2.5 × 10?10M, an effect that was also inhibited by SR 140333 with an IC50 of 1.1 × 10?9M. The present results illustrate the sequential events of the response elicited by NK1 agonists, which were antagonized by SR 140333, demonstrating its powerful NK1 antagonist activity on a functional basis.  相似文献   

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The key benefits of Lab-on-a-Chip technology are substantial time savings via an automation of lab processes, and a reduction in sample and reagent volumes required to perform analysis. In this article we present a new implementation of cell assays on disposable microfluidic chips. The applications are based on the controlled movement of cells by pressure-driven flow in microfluidic channels and two-color fluorescence detection of single cells. This new technology allows for simple flow cytometric studies of cells in a microfluidic chip-based system. In addition, we developed staining procedures that work “on-chip,” thus eliminating time-consuming washing steps. Cells and staining-reagents are loaded directly onto the microfluidic chip and analysis can start after a short incubation time. These procedures require only a fraction of the staining reagents generally needed for flow cytometry and only 30,000 cells per sample, demonstrating the advantages of microfluidic technology. The specific advantage of an on-chip staining reaction is the amount of time, cells, and reagents saved, which is of great importance when working with limited numbers of cells, e.g., primary cells or when needing to perform routine tests of cell cultures as a quality control step. Applications of this technology are antibody staining of proteins and determination of cell transfection efficiency by GFP expression. Results obtained with microfluidic chips, using standard cell lines and primary cells, show good correlation with data obtained using a conventional flow cytometer.  相似文献   

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