Search PubMed⌕ Search

SEARCH · Search PubMed

Results for “Pattern Recognition, Physiological”

Search indexed PubMed citations on genomics, clinical trials, systematic reviews and public health. Explore titles, authors and supplied subject terms, then open the PubMed record.

Quote a phrase for an exact phrase match. Source license links do not imply unrestricted reuse.

At least 829 records · Page 46Linked to original sources

Spatial filtering precedes motion detection.

When we perceive motion on a television or cinema screen, there must be some process that allows us to track moving objects over time: if not, the result would be a conflicting mass of motion signals in all directions. A possible mechanism, suggested by studies of motion displacement in spatially random patterns, is that low-level motion detectors have a limited spatial range, which ensures that they tend to be stimulated over time by the same object. This model predicts that the direction of displacement of random patterns cannot be detected reliably above a critical absolute displacement value (Dmax) that is independent of the size or density of elements in the display. It has been inferred that Dmax is a measure of the size of motion detectors in the visual pathway. Other studies, however, have shown that Dmax increases with element size, in which case the most likely interpretation is that Dmax depends on the probability of false matches between pattern elements following a displacement. These conflicting accounts are reconciled here by showing that Dmax is indeed determined by the spacing between the elements in the pattern, but only after fine detail has been removed by a physiological prefiltering stage: the filter required to explain the data has a similar size to the receptive field of neurons in the primate magnocellular pathway. The model explains why Dmax can be increased by removing high spatial frequencies from random patterns, and simplifies our view of early motion detection.

Humans↗

Predicting the orientation of invisible stimuli from activity in human primary visual cortex.

Humans can experience aftereffects from oriented stimuli that are not consciously perceived, suggesting that such stimuli receive cortical processing. Determining the physiological substrate of such effects has proven elusive owing to the low spatial resolution of conventional human neuroimaging techniques compared to the size of orientation columns in visual cortex. Here we show that even at conventional resolutions it is possible to use fMRI to obtain a direct measure of orientation-selective processing in V1. We found that many parts of V1 show subtle but reproducible biases to oriented stimuli, and that we could accumulate this information across the whole of V1 using multivariate pattern recognition. Using this information, we could then successfully predict which one of two oriented stimuli a participant was viewing, even when masking rendered that stimulus invisible. Our findings show that conventional fMRI can be used to reveal feature-selective processing in human cortex, even for invisible stimuli.

Adult↗

Background changes delay the perceptual availability of form information.

In natural visual situations, unlike most psychophysical experiments, when a new stimulus appears in a portion of the visual field, the surrounding background changes simultaneously. In recordings from macaque V1, we found that a visual stimulus presented simultaneously with a background change evokes a response that is qualitatively different from the response to the same stimulus flashed on a static background. With the changing background, information about stimulus orientation and contrast is significantly delayed compared with the static-background situation. Our physiological results make several predictions that we test in the present paper with human psychophysical experiments. In a backward masking paradigm, a bar stimulus was either flashed onto a static background or presented simultaneously with a change in background luminance or pattern. Subjects discriminated bar orientation or detected that the scene changed before the mask. To achieve an equivalent contrast threshold for orientation discrimination, a longer stimulus-mask onset asynchrony (SOA) was needed in the changing than in the static-background condition; to match the orientation discrimination performance in the static and changing-background conditions at a fixed SOA, a higher bar contrast was needed when the background changed. Moreover, in the changing-background condition, a longer SOA was needed to discriminate bar orientation than to detect the scene change. These results suggest that orientation information is available more slowly when the background changes; orientation information is available earlier as stimulus contrast increases. The psychophysical findings are consistent with our physiological predictions. Compared with the common technique of flashing stimuli onto a static background, the changing-background paradigm may be more similar to natural vision in which saccades bring new stimuli and backgrounds into the visual field.

Contrast Sensitivity↗

Neurons with two sites of synaptic integration learn invariant representations.

Neurons in mammalian cerebral cortex combine specific responses with respect to some stimulus features with invariant responses to other stimulus features. For example, in primary visual cortex, complex cells code for orientation of a contour but ignore its position to a certain degree. In higher areas, such as the inferotemporal cortex, translation-invariant, rotation-invariant, and even view point-invariant responses can be observed. Such properties are of obvious interest to artificial systems performing tasks like pattern recognition. It remains to be resolved how such response properties develop in biological systems. Here we present an unsupervised learning rule that addresses this problem. It is based on a neuron model with two sites of synaptic integration, allowing qualitatively different effects of input to basal and apical dendritic trees, respectively. Without supervision, the system learns to extract invariance properties using temporal or spatial continuity of stimuli. Furthermore, top-down information can be smoothly integrated in the same framework. Thus, this model lends a physiological implementation to approaches of unsupervised learning of invariant-response properties.

Algorithms↗

Associative recognition and storage in a model network of physiological neurons.

We consider a neural network model in which the single neurons are chosen to closely resemble known physiological properties. The neurons are assumed to be linked by synapses which change their strength according to Hebbian rules on a short time scale (100 ms). The dynamics of the network--the time evolution of the cell potentials and the synapses--is investigated by computer simulation. As in more abstract network models (Cooper 1973; Hopfield 1982; Kohonen 1984) it is found that the local dynamics of the cell potentials and the synaptic strengths result in global cooperative properties of the network and enable the network to process an incoming flux of information and to learn and store patterns associatively. A trained net can associate missing details of a pattern, can correct wrong details and can suppress noise in a pattern. The network can further abstract the prototype from a series of patterns with variations. A suitable coupling constant connecting the dynamics of the cell potentials with the synaptic strengths is derived by a mean field approximation. This coupling constant controls the neural sensitivity and thereby avoids both extremes of the network state, the state of permanent inactivity and the state of epileptic hyperactivity.

Animals↗

Frontal brain activation during the Wisconsin Card Sorting Test assessed with two-channel near-infrared spectroscopy.

Near-infrared spectroscopy (NIRS) is a new non-invasive optical technique suitable to assess the concentration changes of oxygenated (O2HB) and deoxygenated (HHB) hemoglobin in brain tissue. Previous NIRS studies showed distinct patterns of blood oxygenation changes during different cognitive tasks. In particular, bilateral frontal hypo-oxygenation was found during reading, right frontal hyper-oxygenation during the Continuous Performance Test, and left frontal hyper-oxygenation dur, ing the Verbal Fluency Test. The Wisconsin Card Sorting Test (WCST) is a neuropsychologial test which is presumed to activate prevalently the frontal lobes. This was demonstrated by lesion studies and functional imaging (single photon emission computed tomography and positron emission tomography). In the present study, a two-channel NIRS system was applied to investigate frontal brain areas of ten healthy subjects during performance of the WCST. A significant bilateral increase of O2HB in frontal brain regions without hemispheric differences was found during the WCST compared with a baseline at rest. This result indicates an enhanced perfusion of the frontal lobes consistent with local activation. The findings add further evidence that the NIRS technique is sensitive enough to detect physiological blood oxygenation changes. Furthermore, a comparison with previous studies revealed an activation pattern distinct from those observed during other cognitive tasks. It is concluded that the results reflect local responses to specific task demands of the WCST.

Adult↗

Dissociation between overt and unconscious face processing in fusiform face area.

The precise role of the fusiform face area (FFA) in face processing remains controversial. In this study, we investigated to what degree FFA activation reflects additional functions beyond face perception. Seven volunteers underwent rapid event-related functional magnetic resonance imaging while they performed a face-encoding and a face-recognition task. During face encoding, activity in the FFA for individual faces predicted whether the individual face was subsequently remembered or forgotten. However, during face recognition, no difference in FFA activity between consciously remembered and forgotten faces was observed, but the activity of FFA differentiated if a face had been seen previously or not. This demonstrated a dissociation between overt recognition and unconscious discrimination of stimuli, suggesting that physiological processes of face recognition can take place, even if not all of its operations are made available to consciousness.

Adult↗

The evolution of adaptive immunity.

Approximately 500 mya two types of recombinatorial adaptive immune systems appeared in vertebrates. Jawed vertebrates generate a diverse repertoire of B and T cell antigen receptors through the rearrangement of immunoglobulin V, D, and J gene fragments, whereas jawless fish assemble their variable lymphocyte receptors through recombinatorial usage of leucine-rich repeat (LRR) modular units. Invariant germ line-encoded, LRR-containing proteins are pivotal mediators of microbial recognition throughout the plant and animal kingdoms. Whereas the genomes of plants and deuterostome and chordate invertebrates harbor large arsenals of recognition receptors primarily encoding LRR-containing proteins, relatively few innate pattern recognition receptors suffice for survival of pathogen-infected nematodes, insects, and vertebrates. The appearance of a lymphocyte-based recombinatorial system of anticipatory immunity in the vertebrates may have been driven by a need to facilitate developmental and morphological plasticity in addition to the advantage conferred by the ability to recognize a larger portion of the antigenic world.

Adaptation, Physiological↗

Quantitative analysis of cardiac arrhythmias.

Quantitative analysis of cardiac arrhythmias has been the subject of intensive research during the last 10 years. Several systems have been designed to help in the processing of cardiac signals: single or multiple lead electrocardiograms (ECG), electrograms from intracardiac catheters, esophageal recordings, etc. The main objective of these developments was oriented toward positive identification of arrhythmias or rhythm-disturbance counts to imitate the cardiologist's interpretation in contexts such as routing ECG and ambulatory recordings. However, these systems were mainly measurement tools aimed at extracting auricular and ventricular depolarization timings plus gross morphology description. The domain of morphology analysis of beat-to-beat auricular depolarization on ECG has never been highly active due to poor signal conditions. For routine ECG, automatic interpretation was set as an objective to complement computer-assisted ECG interpretation of conduction problems (i.e., morphology analysis of a representative beat extracted or averaged from the dominant rhythm). The limitations of rhythm interpretation in this context are well known. In the ambulatory ECG context, the analysis procedures are relatively simple and are often summarized as trivial counts describing, most exclusively, the ventricular arrhythmic behavior of the heart over a relatively long duration. Waveform-detection and measurement have been the bottleneck of advancement in arrhythmia analysis since highly reliable detection of events on a beat-to-beat basis are necessary to perform a valid analysis. Rare approaches have proposed probabilistic definition of event detection. The present review puts emphasis on the potential of several methods which have been demonstrated as powerful in identifying short- or long-duration heartbeat patterns, mode of heartbeat initiation, mode of heartbeat coupling, etc. Globally, these methods are referred to as time series analysis, modeling of rhythm patterns, simulation, and pattern recognition. A delay in the advancement of the study of arrhythmogenesis and limiting the analysis of arrhythmias to textbook descriptions is not justified when put in perspective of the potential of implementing powerful techniques which have been more or less neglected or used in a narrow way.

Arrhythmias, Cardiac↗

Processing the spatial configuration of complex actions involves right posterior parietal cortex: An fMRI study with clinical implications.

The left hemispheric dominance for complex motor behavior is undisputed. Clinical observations of complex motor deficits in patients with right hemispheric lesions, however, suggest an additional contribution of the right hemisphere to higher motor control. We assessed, using functional MRI (fMRI), which brain regions are implicated in processing the spatial aspects of complex, object-related actions. Using a blocked, factorial design, 17 healthy volunteers were asked to detect either spatial or sequential errors (factor ERROR) in complex activities of daily living, presented as video sequences with the appropriate object(s) or as pantomimes (factor STIMULUS). Observing complex actions (irrespective of stimulus type) activated a bilateral frontoparietal network. Observing actions with objects (relative to pantomimes) differentially increased neural activity in the fusiform gyrus and inferior occipital cortex bilaterally. Observing pantomimes, i.e., the same actions but without any object, differentially activated right prefrontal cortex, anterior cingulate cortex, the precuneus, and left cerebellum. The left cingulate cortex was differentially activated when subjects assessed the sequencing of actions. By contrast, assessing the spatial configuration of complex actions differentially increased neural activity in right posterior parietal cortex. A significant interaction of ERROR and STIMULUS was revealed for the right inferior parietal cortex only. These findings suggest a specific role of the right hemisphere, especially of right posterior parietal cortex, in processing spatial aspects of complex actions and thus provide a physiological basis for the observed apraxic motor deficits in patients with right hemispheric damage.

Activities of Daily Living↗

Spatial working and reference memory in rats bred for autonomic sensitivity to cholinergic stimulation: acquisition, accuracy, speed, and effects of cholinergic drugs.

Rat lines were selected by breeding for sensitivity to signs of autonomic stimulation (hypotherma, loss of body weight, and reduced water intake) induced by the cholinesterase inhibitor diisopropyl fluorophosphate (DFP). These lines have since been maintained for 10 generations by continued selection for hypothermic responsiveness to the muscarinic agonist oxotremorine. The sensitive rats (Flinders Sensitive Line, FSL) differ from the resistant rats (Flinders Resistant Line, FRL) both neurochemically and behaviorally, particularly in aversively motivated test situations in which response speed is assessed. This study was conducted to determine whether the selected differences in cholinergic autonomic sensitivity would be expressed as differences in cognitive ability based on choice accuracy in appetitive tasks. The working and reference memory of rats of these two strains was thus assessed using operant delayed matching-to-position/visual discrimination (DMTP/VD) and the radial-arm maze. A Long-Evans (L-E) reference group was included in the DMTP/VD study. FSL rats responded more slowly than the other rats during acquisition of both tasks, but showed no differences in response accuracy either during acquisition or during asymptotic performance of either task. In addition, challenges with muscarinic and nicotinic antagonists and agonists [scopolamine (0.06-1.0 mg/kg), pilocarpine (1.0-4.0 mg/kg), mecamylamine (1.0-10.0 mg/kg), and nicotine (0.1-0.3 mg/kg)] demonstrated predicted differences in sensitivity among the lines only on performance measures such as response latency and trial completion. Counter to prediction, the sensitivity of the FRL rats to the ability of scopolamine to reduce matching accuracy was lower than those of the L-E and FSL rats. Thus selection based upon physiological endpoints related to cholinergic autonomic homeostasis did not produce analogous differences in cognitive function in rats.

Animals↗

Infant affective reactions to the resumption of maternal interaction after the still-face.

To investigate infants' reactions to the Face-to-Face Still-Face Paradigm and in particular the reunion episode, 50 6-month-olds' affective, behavioral, and physiologic reactions were recorded and analyzed. Infants reacted to the still-face with negative affect, a drop in vagal tone, and an increase in heart rate. By contrast, they reacted to the reunion episode with a mixed pattern of positive and negative affect. There was a carryover of negative affect from the still-face, an increase in fussiness and crying, and a rebound of positive affect. During this episode, the infants' heart rate and vagal tone returned to initial levels. The data indicate that infant affective displays are specifically related to different interactive events, but that their physiologic reactions do not show the same level of specificity. The findings also highlight the complexity of the affective and reparatory processes that take place in mother-infant interactions.

Affect↗

Continuous EEG monitoring in the intensive care unit.

It is now feasible and desirable to continuously monitor brain function with EEG in critically ill patients. Nonconvulsive seizures are more common than previously recognized and may contribute to impaired mental status and brain injury. Alerting stimuli commonly elicit periodic or ictal-appearing EEG patterns. Cerebral ischemia can be detected at a reversible stage with continuous EEG monitoring (cEEG). With the current availability of treatments for acute ischemia, this early detection has great potential for the prevention of stroke, but is only now beginning to be utilized for this purpose. The intensive care unit poses many technical difficulties for EEG acquisition, and artifact recognition is more important than ever. Recording synchronized video with EEG is essential for maximizing the efficiency and accuracy of cEEG interpretation, and quantitative EEG analysis can be quite helpful. The role of the EEG technologist is particularly important in these patients to aid in recognizing and minimizing artifact, to enhance communication between electroencephalographers and clinicians, to assess the effect of alerting stimuli, and to note possible subtle clinical correlates of electrographic seizures.

Brain Ischemia↗

Quantitative distinctions of active site molecular recognition by P-glycoprotein and cytochrome P450 3A4.

The bulk of characterized xenobiotic defense and disposition is conferred by the abundant enzymes cytochrome P450 3A4 and P-glycoprotein. Although expressed in many tissues, these enzymes are most abundant in the liver and intestine and seem to share most substrates and inhibitors, with the apparent synergy between these two promiscuous enzymes asserted because of their extensive overlap of substrates and shared tissue location. Since the broad-spectrum tolerance to lipophilic compounds of various sizes naturally results in a similar pattern of substrate/inhibitor recognition, the cause or mechanism of many drug/drug and drug/herb interactions can be difficult to determine. These two seemingly indiscriminate enzymes, however, do not share some unique inhibitor selectivity. Particularly, we show various potent CYP3A4 inhibitors that do not affect P-gp active transport function. Remarkably, we have also identified several compounds-valinomycin, norverapamil, reserpine, nobiletin, emetine, gallopamil, fluphenazine-that uniquely inhibit P-gp function with affinities comparable to benchmark P-gp inhibitors despite a lack of effect on CYP3A4 function at physiologically relevant concentrations. Indeed, valinomycin inhibits P-gp with an IC(50) similar to cyclosporin A yet apparently does not affect CYP3A4 function, and emetine and nobiletin are also specific for interaction with P-gp. Additionally, norverapamil and reserpine have, respectively, a 60- and 40-fold preference for inhibition of P-gp over CYP3A4. Some striking structural analogies among these compounds are discussed. These distinguishing qualities of substrate recognition between CYP3A4 and P-gp should reveal nuances of active-site architecture unique to each and could serve as tools to probe for the specific discernment of P-gp-mediated drug/drug or drug/herb interactions. Learning more about binding distinctions and quantitative activity relationships of substrate/inhibitor interactions with these two enzymes and the differences between them may indicate how they recognize such a wide variety of molecules as substrates (and/or inhibitors). Moreover, identification of specific inhibitors will allow the determination of which enzyme is responsible for drug interactions and/or the extent of contribution in a multiple exposure situation.

3T3 Cells↗

[Lymphocytes: recent findings].

In the last ten years, considerable progress has been made in our understanding of the physiology of the lymphoid system. These include advances in knowledge of the biochemical nature of the receptors used by B and T lymphocytes in antigen recognition, the origin of the diversity of specificity exhibited by these receptors, and the crucial role played by growth factors in the cellular proliferation elicited during immune response. Moreover, the biological significance of the existence of two subpopulations of T lymphocytes has been reinterpreted in the light of recent studies showing a correlation between expression of the surface markers T4 or T8, and the restriction pattern of the antigenic specificity exhibited by lymphocytes bearing these markers.

Antigens, Surface↗

Neural network for photoplethysmographic respiratory rate monitoring.

The reflection mode photoplethysmographic (PPG) signal was studied with the aim of determining respiratory rate. The PPG signal includes respiratory synchronous components, seen as frequency modulation of the heart rate (respiratory sinus arrhythmia), amplitude modulation of the cardiac pulse and respiratory-induced intensity variations (RIIVs) in the PPG baseline. PPG signals were recorded from the foreheads of 15 healthy subjects. From these signals, the systolic wave-form, diastolic waveform, respiratory sinus arrhythmia, pulse amplitude and RIIVs were extracted. Using basic algorithms, the rates of false positive and false negative detection of breaths were calculated separately for each of the five components. Furthermore, a neural network was assessed in a combined pattern recognition approach. The error rates (sum of false positive and false negative breath detections) for the basic algorithms ranged from 9.7% (pulse amplitude) to 14.5% (systolic waveform). The corresponding values for the neural network analysis were 9.5-9.6%. These results suggest the use of a combined PPG system for simultaneous monitoring of respiratory rate and arterial oxygen saturation (pulse oximetry).

Adult↗

Transtelephone adjustment of antiarrhythmic therapy in ambulatory patients.

The electrocardiograms of 80 ambulatory patients receiving antiarrhythmic therapy were supervised with the help of a transtelephone monitoring system. The patients used a pocket-size modulator and reported several times daily to the receiving center integrated into the intensive cardiac care unit. The surveillance lasted for 5-28 days during which various drugs in varying dosages were administered to suppress or prevent dysrhythmias. In 94% of the patients, a satisfactory therapeutic achievement was obtained. The transtelephone system provides easy diagnosis, immediate pattern recognition, direct and frequent contact with the ambulatory patient and long periods of follow-up. During this time, the proper antiarrhythmic agent can successfully be defined, its effective dose can safely be determined and unnecessary hospitalization can thus be prevented.

Adult↗

Significance of serum early pregnancy factor concentrations during pregnancy and embryonic development in Sminthopsis macroura (Spencer) (Marsupialia: Dasyuridae).

Marsupial pregnancy differs from that in eutherians in duration, placentation and hormonal profile so much so that maternal recognition of pregnancy may not occur in polyovular marsupials. However, a comparison of gravid and non-gravid uteri reveals differences indicative of histological and physiological adaptations to pregnancy. In the present study, the hypothesis that embryo-maternal signalling occurs in polyovular marsupials was tested by examining serum from non-pregnant and pregnant Sminthopsis macroura for the presence of early pregnancy factor (EPF), a serum protein secreted by the ovary in response to the presence of a newly fertilized egg in the oviduct. EPF is detectable in the serum of pregnant, but not in non-pregnant, females in all eutherians studied to date. In the present study, EPF was detected in S. macroura serum by the rosette inhibition test during the first 9 days of the 10.7 day gestation period in this marsupial. However, EPF was not detected on day 10, just before parturition, or in non-pregnant or preovulatory animals. Immunohistochemical analysis of ovaries from gravid and non-gravid animals demonstrates that EPF is found in the capillaries, interstitial spaces and secretory cells of the corpus luteum. It is concluded that the spatiotemporal pattern of EPF activity described strongly indicates that maternal recognition of pregnancy in marsupials is mediated, at least in part, by EPF. Because the endocrinological milieu is the same in pregnant and non-pregnant marsupials, the possibility of using marsupials as an experimental system for studying EPF function unconfounded by hormonal effects is presented.

Animals↗