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1.
Hong Kong Med J ; 22(2): 152-7, 2016 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-26915337

RESUMO

OBJECTIVE: To test the hypothesis that prompt removal of clothing after scalds lessens the severity of injury. METHODS: This experimental study and case series was carried out in the Burn Centre of a tertiary hospital in Hong Kong. An experimental burn model using Allevyn (Smith & Nephew Medical Limited, Hull, England) as a skin substitute was designed to test the effect of delayed clothing removal on skin temperature using hot water and congee. Data of patients admitted with scalding by congee over a 10-year period (January 2005 to December 2014) were also studied. RESULTS: A significant reduction in the temperature of the skin model following a hot water scald was detected only if clothing was removed within the first 10 seconds of injury. With congee scalds, the temperature of the skin model progressively increased with further delay in clothing removal. During the study period, 35 patients were admitted with congee scalds to our unit via the emergency department. The majority were children. Definite conclusions supporting the importance of clothing removal could not be drawn due to our small sample size. Nonetheless, our data suggest that appropriate prehospital burn management can reduce patient morbidity. CONCLUSIONS: Prompt removal of clothing after scalding by congee may reduce post-burn morbidity.


Assuntos
Queimaduras/patologia , Vestuário , Modelos Biológicos , Pele/patologia , Adolescente , Adulto , Idoso , Criança , Pré-Escolar , Serviço Hospitalar de Emergência , Tratamento de Emergência/métodos , Feminino , Humanos , Lactente , Masculino , Pessoa de Meia-Idade , Estudos Retrospectivos , Índice de Gravidade de Doença , Temperatura , Fatores de Tempo , Adulto Jovem
2.
Hong Kong Med J ; 20(6): 519-28, 2014 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-25170053

RESUMO

Lymphoedema is a chronic, progressive condition. There is no cure but it is most easily managed with early recognition and therapy; those who do not have treatment tend to worsen rapidly and advanced disease is more difficult to treat than early disease. Surgery for lymphoedema is often regarded as a last resort but traditional excisional techniques that have been slightly modified for modern practice have shown good results, whilst newer microsurgical reconstruction techniques show promise although long-term results are lacking. This report provides an update on the therapy of lymphoedema.


Assuntos
Linfedema/terapia , Humanos , Linfedema/cirurgia , Procedimentos Cirúrgicos Minimamente Invasivos , Modalidades de Fisioterapia
3.
Hong Kong Med J ; 20(4): 279-84, 2014 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-24681412

RESUMO

OBJECTIVE. To demonstrate the feasibility of double free flap surgery in head and neck reconstruction. DESIGN. Descriptive case series. SETTING. A university-affiliated hospital in Hong Kong. PATIENTS. Twelve patients with head and neck cancer (encountered over a 2.5-year period) who had reconstructive surgery with planned simultaneous double free flaps. RESULTS. The mean total operating time was 660 minutes and there were no flap failures. Postoperative stays ranged from 11 to 82 days; nine patients were discharged within 3 weeks and seven were able to maintain their weight with oral feeding. The survival rate up to 1 year was 64%. CONCLUSION. The use of double free flaps is an option worth considering for complex head and neck defects in carefully selected patients.


Assuntos
Retalhos de Tecido Biológico , Neoplasias de Cabeça e Pescoço/cirurgia , Procedimentos de Cirurgia Plástica/métodos , Adulto , Idoso , Idoso de 80 Anos ou mais , Estudos de Viabilidade , Feminino , Seguimentos , Hong Kong , Humanos , Tempo de Internação , Masculino , Pessoa de Meia-Idade , Seleção de Pacientes , Estudos Retrospectivos , Taxa de Sobrevida
4.
Hong Kong Med J ; 18(1): 30-4, 2012 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-22302908

RESUMO

OBJECTIVE: To investigate gabapentin's role in head and neck cancer surgery following the demonstration of the effectiveness of gabapentin in reducing postoperative pain. DESIGN: Non-randomised open-label trial. SETTING: Prince of Wales Hospital, Hong Kong. MAIN OUTCOME MEASURES: Pain scores, analgesic usage, and the frequency of adverse effects. PATIENTS: In patients undergoing anterolateral thigh flap reconstruction after resection of tongue carcinoma, those who had an oral dose of gabapentin before surgery were compared to those who did not. RESULTS: Postoperative pain was reduced in the gabapentin group (1.2) compared to the control group (1.7) [P=0.05]. In the gabapentin group, mean morphine (patient-controlled analgesia) use (3.5 mg), sedation scores (1.0), and antiemetic usage (0 mg metoclopramide) were all significantly reduced in comparison to the controls with respective figures of 11.4 mg, 1.6, and 12.2 mg. CONCLUSION: Single preoperative doses of gabapentin led to significant reductions in postoperative pain and nausea with reduced analgesic and antiemetic usage, without additional side-effects or increases in operative complications.


Assuntos
Aminas/uso terapêutico , Analgésicos/uso terapêutico , Ácidos Cicloexanocarboxílicos/uso terapêutico , Dor Pós-Operatória/prevenção & controle , Procedimentos de Cirurgia Plástica/métodos , Ácido gama-Aminobutírico/uso terapêutico , Administração Oral , Adulto , Idoso , Idoso de 80 Anos ou mais , Aminas/administração & dosagem , Aminas/efeitos adversos , Analgesia Controlada pelo Paciente/métodos , Analgésicos/administração & dosagem , Analgésicos/efeitos adversos , Antieméticos/uso terapêutico , Estudos de Coortes , Ácidos Cicloexanocarboxílicos/administração & dosagem , Ácidos Cicloexanocarboxílicos/efeitos adversos , Feminino , Retalhos de Tecido Biológico , Gabapentina , Hong Kong , Humanos , Masculino , Pessoa de Meia-Idade , Morfina/administração & dosagem , Morfina/uso terapêutico , Medição da Dor , Náusea e Vômito Pós-Operatórios/prevenção & controle , Cuidados Pré-Operatórios , Estudos Retrospectivos , Coxa da Perna , Neoplasias da Língua/patologia , Neoplasias da Língua/cirurgia , Ácido gama-Aminobutírico/administração & dosagem , Ácido gama-Aminobutírico/efeitos adversos
5.
Front Surg ; 9: 947193, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-35865033

RESUMO

Chest wall tumor resection can result in a large defect that can pose a challenge in reconstruction in restoring chest wall contour, maintaining respiratory mechanics, and improving cosmesis. Titanium plates were first introduced for treating a traumatic flail chest, which yielded promising results in restoring chest wall stability. Subsequently, the applications of titanium plates in chest wall reconstruction surgery were demonstrated in case reports and series. Our center has adopted this technique for a decade, and patients are actively followed up after operation. Here, we retrospectively analyze our 10-year experience of using titanium plates and other reconstruction approaches for chest wall reconstruction, in terms of clinical outcomes, complications, and reasons for reoperation to determine long-term safety and efficacy. Thirty-eight patients who underwent chest wall resection and reconstruction surgery were identified. Of these, 11 had titanium plate insertion, 11 had patch repair or flap reconstruction, and the remaining 16 had primary closure of defects. Chest wall reconstruction using titanium plate(s) and patch repair (with or without flap reconstruction) was associated with larger chest wall defects and more sternal resections than primary closure. Subgroup analysis also showed that reconstruction by the titanium plate technique was associated with larger chest wall defects than patch repair or flap reconstruction [286.80 cm2 vs. 140.91 cm2 (p = 0.083)]. There was no 30-day hospital mortality. Post-operative arrhythmia was more commonly seen following chest wall reconstruction compared with primary closure (p = 0.041). Furthermore, more wound infections were detected following the use of titanium plate reconstruction compared with the patch repair (with or without flap reconstruction) approach (p = 0.027). In conclusion, the titanium plate system is a safe, effective, and robust approach for chest wall reconstruction surgery, especially in tackling larger defect sizes.

6.
Chin J Physiol ; 53(6): 430-8, 2010 Dec 31.
Artigo em Inglês | MEDLINE | ID: mdl-21793355

RESUMO

Spectro-temporal receptive fields (STRFs) are commonly used to characterize response properties of central auditory neurons and for visualizing 'trigger features'. However, trigger features in STRF maps typically have a blurry appearance. Therefore it is unclear what details could be embedded in them. To investigate this, we developed a new method called 'progressive thresholding' to resolve fine structures in the STRFs, and applied the method to FM responses recorded from single units at the auditory midbrain of anesthetized rats. Random FM tones of a narrow frequency range (approximately 0.5 octave) were first presented to evoked spike responses at the cell's best frequency. Perispike modulating time waveforms collected (50 msec long, n = 1500 to 4000 tracings) were used to generate STRF based on spike-triggered-averaging. After supra-threshold areas of pixel counts had been determined through a step of progressive thresholding in the map, those peri-spike modulating waveforms passing through each area were dejittered systematically. At what seemed to be an optimal threshold, multiple trigger features (up to a maximum of 4 fine bands) were extracted from the initially simple-looking STRF. Results show that fine FM trigger features are present in STRFs and that they can be resolved with the present method of analysis.


Assuntos
Estimulação Acústica , Limiar Auditivo/fisiologia , Nervo Coclear/fisiologia , Colículos Inferiores/fisiologia , Potenciais de Ação/fisiologia , Animais , Eletrofisiologia/métodos , Modelos Animais , Ratos , Ratos Sprague-Dawley
7.
Biosystems ; 187: 104021, 2020 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-31574292

RESUMO

When modeling auditory responses to environmental sounds, results are satisfactory if both training and testing are restricted to datasets of one type of sound. To predict 'cross-sound' responses (i.e., to predict the response to one type of sound e.g., rat Eating sound, after training with another type of sound e.g., rat Drinking sound), performance is typically poor. Here we implemented a novel approach to improve such cross-sound modeling (single unit datasets were collected at the auditory midbrain of anesthetized rats). The method had two key features: (a) population responses (e.g., average of 32 units) instead of responses of individual units were analyzed; and (b) the long sound segment was first divided into short segments (single sound-bouts), their similarity was then computed over a new metric involving the response (called Stimulus Response Model map or SRM map), and finally similar sound-bouts (regardless of sound type) and their associated responses (peri-stimulus time histograms, PSTHs) were modelled. Specifically, a committee machine model (artificial neural networks with 20 stratified spectral inputs) was trained with datasets from one sound type before predicting PSTH responses to another sound type. Model performance was markedly improved up to 92%. Results also suggested the involvement of different neural mechanisms in generating the early and late responses to amplitude transients in the broad-band environmental sounds. We concluded that it is possible to perform rather satisfactory cross-sound modeling on datasets grouped together based on their similarities in terms of the new metric of SRM map.


Assuntos
Estimulação Acústica/métodos , Potenciais Evocados Auditivos do Tronco Encefálico/fisiologia , Colículos Inferiores/fisiologia , Modelos Biológicos , Redes Neurais de Computação , Neurônios/fisiologia , Animais , Ratos , Ratos Sprague-Dawley , Biologia de Sistemas
8.
Hong Kong Med J ; 15(4): 308-10, 2009 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-19652244

RESUMO

We report an unusual malignant tumour affecting an unusual site. Epithelioid haemangioendothelioma was formerly considered a tumour of intermediate malignancy but has been reclassified as fully malignant. It is important to be aware of this clinical entity as the best hope of cure is timely radical resection. There is a paucity of evidence concerning the efficacy of alternative treatments because the tumour is very rare.


Assuntos
Hemangioendotelioma Epitelioide/cirurgia , Neoplasias da Base do Crânio/cirurgia , Biópsia , Testa , Hemangioendotelioma Epitelioide/diagnóstico , Humanos , Masculino , Pessoa de Meia-Idade , Neoplasias da Base do Crânio/diagnóstico , Retalhos Cirúrgicos , Tomografia Computadorizada de Emissão , Tomografia Computadorizada por Raios X
9.
Burns ; 33(2): 185-8, 2007 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-17118563

RESUMO

Gathering information on the thermal characteristics of the causative agent in scald injuries provides clues as to the likely depth of injury. We theorize that viscosity and thermal capacity may have important roles to play when we view scalds as contact burns due to a liquid. From a 4-year review of our scald patients, we found that scalds due to thick food/drinks such as congee (a porridge made from rice) were associated with a higher rate of surgery. We determined the rate of cooling of seven common food/drinks and found little difference between water, tea, coffee and noodles, other than the starting temperatures. However, the rate of cooling of congee was significantly slower indicating a greater thermal capacity. A "drip" model found that a skin substitute exposed to congee cooled significantly more slowly compared to other food/drinks, suggesting that its greater viscosity plays a role. This supports the theory that the viscosity of food/drink is important.


Assuntos
Bebidas , Queimaduras/etiologia , Alimentos , Temperatura Alta/efeitos adversos , Queimaduras/cirurgia , Humanos , Temperatura , Condutividade Térmica , Viscosidade
10.
Chin J Physiol ; 50(3): 105-12, 2007 Jun 30.
Artigo em Inglês | MEDLINE | ID: mdl-17867430

RESUMO

Receptive fields of single units in the auditory midbrain of anesthetized rats were studied using random FM-tone stimuli of narrow frequency-ranges. Peri-spike averaging of the modulating waveform first produced a spectro-temporal receptive field (STRF). Combining STRFs obtained from the same unit at different frequency regions generated a composite receptive field covering a wider frequency range of 2 to 3 octaves. About 20% of the composite STRFs (26/122) showed a pattern of multiple-bands which were not clear in the non-composite maps. Multiple-bands in a given composite map were often oriented in the same direction (representing upward or downward FM ramp) separated at rather regular frequency intervals. They reflect multiple FM trigger features in the stimulus rather than repetitive firing to a single trigger feature. Results showed that the subcortical auditory pathways are capable of detecting multiple FM features and such sensitivity could be useful in detecting multiple-harmonic FM bands present in the vocalization sounds.


Assuntos
Estimulação Acústica/métodos , Limiar Auditivo/fisiologia , Nervo Coclear/fisiologia , Colículos Inferiores/fisiologia , Animais , Eletrofisiologia , Potenciais Evocados Auditivos/fisiologia , Ratos , Ratos Sprague-Dawley , Espectrografia do Som
12.
AJNR Am J Neuroradiol ; 37(10): 1909-1915, 2016 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-27339952

RESUMO

BACKGROUND AND PURPOSE: Parotid glands secrete and empty saliva into the oral cavity rapidly after gustatory stimulation. However, the role of the temporal resolution of DWI in investigating parotid gland function remains uncertain. Our aim was to design a high-temporal-resolution echo-planar DWI pulse sequence and to evaluate the instantaneous MR perfusion responses of the parotid glands to gustatory stimulation. MATERIALS AND METHODS: This prospective study enrolled 21 healthy volunteers (M/F = 2:1; mean age, 45.2 ± 12.9 years). All participants underwent echo-planar DWI (total scan time, 304 seconds; temporal resolution, 4 s/scan) on a 1.5T MR imaging scanner. T2WI (b = 0 s/mm2) and DWI (b = 200 s/mm2) were qualitatively assessed. Signal intensity of the parotid glands on T2WI, DWI, and ADC was quantitatively analyzed. One-way ANOVA with post hoc group comparisons with Bonferroni correction was used for statistical analysis. P < .05 was statistically significant. RESULTS: Almost perfect interobserver agreement was achieved (κ ≥ 0.656). The parotid glands had magnetic susceptibility artifacts in 14.3% (3 of 21) of volunteers during swallowing on DWI but were free from perceptible artifacts at the baseline and at the end of scans on all images. Increased ADC and reduced signal intensity of the parotid glands on T2WI and DWI occurred immediately after oral administration of lemon juice. Maximal signal change of ADC (24.8% ± 10.8%) was significantly higher than that of T2WI (-10.1% ± 5.2%, P < .001). The recovery ratio of ADC (100.71% ± 42.34%) was also significantly higher than that of T2WI (22.36% ± 15.54%, P < .001). CONCLUSIONS: Instantaneous parotid perfusion responses to gustatory stimulation can be quantified by ADC by using high-temporal-resolution echo-planar DWI.

13.
J Neurol Sci ; 216(1): 143-51, 2003 Dec 15.
Artigo em Inglês | MEDLINE | ID: mdl-14607316

RESUMO

Early sound exposure could alter auditory sensitivity in young animals. For example, the distribution of frequency tuning at the midbrain inferior colliculus (IC) is altered following early exposure to a tone at a moderate intensity level. Whether such neonatal change is still present in the old animals remains unknown. We studied the long-term effects of early sound exposure using a mutant strain of mice expressing accelerated senescence (SAM). Experimental animals were first exposed to a 9-kHz tone (53 dB sound pressure level (SPL)) for 30 days (10 h/day) after birth. Control animals received no tones. At the age of 15 months, responses of single IC units to sounds were studied electrophysiologically under urethane anesthesia. In the control group, we found an overall reduction in sensitivity to tones particularly at high frequencies, in comparison with normal non-senescent mice. Moreover, neurons exhibited increased spontaneous activities. These signs are consistent with accelerated senescence. Early sound exposure produced two effects in the experimental group. Firstly, IC units showed an apparent 'clustering' of best frequencies towards the frequency of the exposing tone (i.e., 9 kHz). Secondly, there was a further loss in sensitivity to tones particularly at high frequencies. Results suggest that early sound exposure has produced a long-lasting effect on frequency tuning of IC neurons. Acoustic overstimulation early in life may also accelerate the senescence of neurons or structures in the auditory system.


Assuntos
Senilidade Prematura/fisiopatologia , Senescência Celular/fisiologia , Colículos Inferiores/crescimento & desenvolvimento , Plasticidade Neuronal/fisiologia , Som/efeitos adversos , Estimulação Acústica/efeitos adversos , Potenciais de Ação/fisiologia , Senilidade Prematura/etiologia , Senilidade Prematura/patologia , Animais , Vias Auditivas/crescimento & desenvolvimento , Vias Auditivas/patologia , Vias Auditivas/fisiopatologia , Percepção Auditiva/fisiologia , Limiar Auditivo/fisiologia , Colículos Inferiores/patologia , Colículos Inferiores/fisiopatologia , Camundongos , Camundongos Endogâmicos BALB C , Camundongos Mutantes , Degeneração Neural/etiologia , Degeneração Neural/patologia , Degeneração Neural/fisiopatologia , Neurônios/patologia , Neurônios/fisiologia , Tempo
14.
Biosystems ; 58(1-3): 229-37, 2000.
Artigo em Inglês | MEDLINE | ID: mdl-11164651

RESUMO

Complex sounds, including human speech, contain time-varying signals like frequency modulation (FM) and amplitude modulation (AM) components. In spite of various attempts to characterize their neuronal coding in the mammalian auditory systems, a unified view of their responses has not been reached. We compared FM and AM coding in terms of receptive space with reference to the input-output relationship of the underlying neural circuits. Using extracellular recording, single unit responses to a novel stimulus (i.e. random AM or FM tone) were obtained at the auditory midbrain of the anesthetized rat. Responses could be classified into three general types, corresponding to selective sensitivity to one of the following aspects of the modulation: (a) steady state, (b) dynamic state, or (c) steady-and-dynamic states. Such response typing was basically similar between FM and AM stimuli. Furthermore, the receptive space of each unit could be characterized in a three-dimensional Cartesian co-ordinate system formed by three modulation parameters: velocity, range and intensity. This representation applies to both FM and AM responses. We concluded that the FM and AM codings are very similar at the auditory midbrain and may likely involve similar neural mechanisms.


Assuntos
Vias Auditivas/fisiologia , Mesencéfalo/fisiologia , Som , Animais , Ratos , Ratos Sprague-Dawley
15.
Chin J Physiol ; 41(3): 133-8, 1998 Sep 30.
Artigo em Inglês | MEDLINE | ID: mdl-9915124

RESUMO

To determine the transient frequency and intensity sensitivities of central auditory neurons, we implemented an exponential sweep tone stimulus (2 sec in period, mean sweep rate 3.3 octave/sec), intensity of which varied systematically across trials. Response of single units to the stimulus was studied at the inferior colliculus (IC) of urethane-anesthetized rats. Most IC units responded to the sweep tone by one or more transient increases in discharge rate. The area of increased discharge, or response area (RA), was delineated on the frequency-intensity plane. The tip of RA gives the best frequency (BF) and minimum threshold (MT) of the cell. We also compared the BF and MT concurrently obtained with another method, viz., the conventional 'audio-visual' method of subjective judgment. Results showed that for the same population of cells (n=130), correlation between the two methods is better for BF (r=0.91) than for MT (r=0.78). Such discrepancy was discussed in relation to the response characteristics of these central auditory neurons.


Assuntos
Limiar Auditivo/fisiologia , Colículos Inferiores/citologia , Colículos Inferiores/fisiologia , Nervo Vestibulococlear/citologia , Nervo Vestibulococlear/fisiologia , Estimulação Acústica , Potenciais de Ação/fisiologia , Animais , Limiar Diferencial/fisiologia , Eletrofisiologia , Percepção Sonora/fisiologia , Neurônios Aferentes/fisiologia , Percepção da Altura Sonora/fisiologia , Ratos , Ratos Sprague-Dawley , Análise de Regressão
17.
Am J Chin Med ; 27(2): 149-56, 1999.
Artigo em Inglês | MEDLINE | ID: mdl-10467449

RESUMO

Effect of acupuncture at Nei-Kuan (EH-6) on left ventricular ejection fraction (LVEF) was examined in 22 patients with angiographically proved coronary artery disease (CAD) and 22 normal subjects. Serial equilibrium radionuclide angiography was done to measure LVEF at 4 different times (at baseline, at 1 to 15 minutes, and 16 to 30 minutes during acupuncture, and immediately after acupuncture). One week later, each patient had an identical imaging protocol with acupuncture performed at a dummy point. Our results showed that in normal subjects, the mean values of LVEF did not change significantly during or after acupuncture. In contrast, in patients with CAD, the mean values of LVEF in the initial 15 minutes of acupuncture significantly increased from baseline (42.5 +/- 15.6% vs. 40.6 +/- 15.4%, p < 0.05). The increase persisted through the next 15 minutes of acupuncture and 15 minutes after acupuncture, but became insignificant at one week. Thus, acupuncture at Nei-Kuan can temporarily improve LV function in patients with CAD.


Assuntos
Pontos de Acupuntura , Terapia por Acupuntura , Doença das Coronárias/fisiopatologia , Doença das Coronárias/terapia , Função Ventricular Esquerda/fisiologia , Adulto , Idoso , Cateterismo Cardíaco , Angiografia Coronária , Doença das Coronárias/diagnóstico por imagem , Feminino , Hemodinâmica/fisiologia , Humanos , Masculino , Pessoa de Meia-Idade , Cintilografia
18.
Hear Res ; 314: 42-50, 2014 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-24911238

RESUMO

Tone at moderate levels presented to young rats at a stage (postnatal week-4) presumably that has passed the cortical critical period still can enlarge neurons in the auditory cortex. It remains unclear whether this delayed plastic change occurs only in the cortex, or reflects a change taking place in the auditory brainstem. Here we compared sound-exposure effects on neuronal size in the auditory cortex and the midbrain. Starting from postnatal day 22, young rats were exposed to a low-frequency tone (4 kHz at 65 dB SPL) for a period of 3 (postnatal day 22-25) or 7 (postnatal day 22-29) days before sacrifice. Neurons were analyzed morphometrically from 7 µm-thick histological sections. A marked increase in neuronal size (32%) was found at the cortex in the high-frequency region distant from the exposing tone. The increase in the midbrain was even larger (67%) and was found in both the low and high frequency regions. While cell enlargements were clear at day 29, only in the high frequency region of the cortex a slight enlargement was found at day 22, suggesting that the cortical and subcortical changes are synchronized, if not slightly preceded by the cortex. In contrast, no changes in neuronal size were found in the cochlear nucleus or the visual midbrain. Such differential effects of sound-exposure at the auditory centers across cortical and subcortical levels cannot be explained by a simple activity-driven change occurring earlier in the brainstem, and might involve function of other structures as for example the descending auditory system.


Assuntos
Córtex Auditivo/fisiologia , Tronco Encefálico/fisiologia , Neurônios/fisiologia , Som , Estimulação Acústica , Animais , Vias Auditivas/fisiologia , Osso e Ossos , Núcleo Coclear/metabolismo , Audição , Mesencéfalo/fisiologia , Plasticidade Neuronal , Neurônios/metabolismo , Ratos , Ratos Sprague-Dawley , Fatores de Tempo
19.
Brain Res ; 1536: 44-52, 2013 Nov 06.
Artigo em Inglês | MEDLINE | ID: mdl-23665390

RESUMO

Frequency modulation (FM) is an important building block of complex sounds that include speech signals. Exploring the neural mechanisms of FM coding with computer modeling could help understand how speech sounds are processed in the brain. Here, we modeled the single unit responses of auditory neurons recorded from the midbrain of anesthetized rats. These neurons displayed spectral temporal receptive fields (STRFs) that had multiple-trigger features, and were more complex than those with single-trigger features. Their responses have not been modeled satisfactorily with simple artificial neural networks, unlike neurons with simple-trigger features. To improve model performance, here we tested an approach with the committee machine. For a given neuron, the peri-stimulus time histogram (PSTH) was first generated in response to a repeated random FM tone, and peaks in the PSTH were segregated into groups based on the similarity of their pre-spike FM trigger features. Each group was then modeled using an artificial neural network with simple architecture, and, when necessary, by increasing the number of neurons in the hidden layer. After initial training, the artificial neural networks with their optimized weighting coefficients were pooled into a committee machine for training. Finally, the model performance was tested by prediction of the response of the same cell to a novel FM tone. The results showed improvement over simple artificial neural networks, supporting that trigger-feature-based modeling can be extended to cells with complex responses. This article is part of a Special Issue entitled Neural Coding 2012. This article is part of a Special Issue entitled Neural Coding 2012.


Assuntos
Mesencéfalo/fisiologia , Modelos Neurológicos , Redes Neurais de Computação , Neurônios/fisiologia , Som , Estimulação Acústica , Potenciais de Ação , Animais , Colículos Inferiores/fisiologia , Ratos , Ratos Sprague-Dawley
20.
Brain Res ; 1434: 90-101, 2012 Jan 24.
Artigo em Inglês | MEDLINE | ID: mdl-22035565

RESUMO

Frequency modulation (FM) is an important building block of communication signals for animals and human. Attempts to predict the response of central neurons to FM sounds have not been very successful, though achieving successful results could bring insights regarding the underlying neural mechanisms. Here we proposed a new method to predict responses of FM-sensitive neurons in the auditory midbrain. First we recorded single unit responses in anesthetized rats using a random FM tone to construct their spectro-temporal receptive fields (STRFs). Training of neurons in the artificial neural network to respond to a second random FM tone was based on the temporal information derived from the STRF. Specifically, the time window covered by the presumed trigger feature and its delay time to spike occurrence were used to train a finite impulse response neural network (FIRNN) to respond to this random FM. Finally we tested the model performance in predicting the response to another similar FM stimuli (third random FM tone). We found good performance in predicting the time of responses if not also the response magnitudes. Furthermore, the weighting function of the FIRNN showed temporal 'bumps' suggesting temporal integration of synaptic inputs from different frequency laminae. This article is part of a Special Issue entitled: Neural Coding.


Assuntos
Percepção Auditiva/fisiologia , Mesencéfalo/fisiologia , Modelos Neurológicos , Redes Neurais de Computação , Neurônios/fisiologia , Estimulação Acústica/métodos , Potenciais de Ação/fisiologia , Animais , Ratos , Ratos Sprague-Dawley , Tempo de Reação/fisiologia
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