Neural Comput - Synchronization of stochastic competitive neural networks with different timescales and reaction-diffusion terms.

Tópicos

{ model(3480) simul(1196) paramet(876) }
{ network(2748) neural(1063) input(814) }
{ framework(1458) process(801) describ(734) }
{ analysi(2126) use(1163) compon(1037) }
{ method(2212) result(1239) propos(1039) }
{ imag(1947) propos(1133) code(1026) }
{ sequenc(1873) structur(1644) protein(1328) }
{ treatment(1704) effect(941) patient(846) }
{ learn(2355) train(1041) set(1003) }
{ model(3404) distribut(989) bayesian(671) }
{ system(1976) rule(880) can(841) }
{ imag(2830) propos(1344) filter(1198) }
{ method(984) reconstruct(947) comput(926) }
{ featur(1941) imag(1645) propos(1176) }
{ activ(1138) subject(705) human(624) }
{ can(774) often(719) complex(702) }
{ data(1737) use(1416) pattern(1282) }
{ inform(2794) health(2639) internet(1427) }
{ measur(2081) correl(1212) valu(896) }
{ imag(1057) registr(996) error(939) }
{ bind(1733) structur(1185) ligand(1036) }
{ method(1219) similar(1157) match(930) }
{ featur(3375) classif(2383) classifi(1994) }
{ imag(2675) segment(2577) method(1081) }
{ patient(2315) diseas(1263) diabet(1191) }
{ take(945) account(800) differ(722) }
{ studi(2440) review(1878) systemat(933) }
{ motion(1329) object(1292) video(1091) }
{ assess(1506) score(1403) qualiti(1306) }
{ surgeri(1148) surgic(1085) robot(1054) }
{ problem(2511) optim(1539) algorithm(950) }
{ error(1145) method(1030) estim(1020) }
{ chang(1828) time(1643) increas(1301) }
{ concept(1167) ontolog(924) domain(897) }
{ clinic(1479) use(1117) guidelin(835) }
{ algorithm(1844) comput(1787) effici(935) }
{ extract(1171) text(1153) clinic(932) }
{ method(1557) propos(1049) approach(1037) }
{ data(1714) softwar(1251) tool(1186) }
{ design(1359) user(1324) use(1319) }
{ control(1307) perform(991) simul(935) }
{ model(2220) cell(1177) simul(1124) }
{ care(1570) inform(1187) nurs(1089) }
{ general(901) number(790) one(736) }
{ search(2224) databas(1162) retriev(909) }
{ case(1353) use(1143) diagnosi(1136) }
{ howev(809) still(633) remain(590) }
{ data(3963) clinic(1234) research(1004) }
{ studi(1410) differ(1259) use(1210) }
{ risk(3053) factor(974) diseas(938) }
{ perform(999) metric(946) measur(919) }
{ research(1085) discuss(1038) issu(1018) }
{ system(1050) medic(1026) inform(1018) }
{ import(1318) role(1303) understand(862) }
{ model(2341) predict(2261) use(1141) }
{ visual(1396) interact(850) tool(830) }
{ compound(1573) activ(1297) structur(1058) }
{ perform(1367) use(1326) method(1137) }
{ studi(1119) effect(1106) posit(819) }
{ blood(1257) pressur(1144) flow(957) }
{ spatial(1525) area(1432) region(1030) }
{ record(1888) medic(1808) patient(1693) }
{ health(3367) inform(1360) care(1135) }
{ monitor(1329) mobil(1314) devic(1160) }
{ ehr(2073) health(1662) electron(1139) }
{ state(1844) use(1261) util(961) }
{ research(1218) medic(880) student(794) }
{ patient(2837) hospit(1953) medic(668) }
{ model(2656) set(1616) predict(1553) }
{ data(2317) use(1299) case(1017) }
{ age(1611) year(1155) adult(843) }
{ medic(1828) order(1363) alert(1069) }
{ signal(2180) analysi(812) frequenc(800) }
{ cost(1906) reduc(1198) effect(832) }
{ group(2977) signific(1463) compar(1072) }
{ sampl(1606) size(1419) use(1276) }
{ gene(2352) biolog(1181) express(1162) }
{ data(3008) multipl(1320) sourc(1022) }
{ first(2504) two(1366) second(1323) }
{ intervent(3218) particip(2042) group(1664) }
{ time(1939) patient(1703) rate(768) }
{ patient(1821) servic(1111) care(1106) }
{ use(2086) technolog(871) perceiv(783) }
{ can(981) present(881) function(850) }
{ health(1844) social(1437) communiti(874) }
{ structur(1116) can(940) graph(676) }
{ high(1669) rate(1365) level(1280) }
{ cancer(2502) breast(956) screen(824) }
{ use(976) code(926) identifi(902) }
{ use(1733) differ(960) four(931) }
{ drug(1928) target(777) effect(648) }
{ result(1111) use(1088) new(759) }
{ implement(1333) system(1263) develop(1122) }
{ survey(1388) particip(1329) question(1065) }
{ estim(2440) model(1874) function(577) }
{ decis(3086) make(1611) patient(1517) }
{ process(1125) use(805) approach(778) }
{ activ(1452) weight(1219) physic(1104) }
{ method(1969) cluster(1462) data(1082) }
{ detect(2391) sensit(1101) algorithm(908) }

Resumo

We propose a feedback controller for the synchronization of stochastic competitive neural networks with different timescales and reaction-diffusion terms. By constructing a proper Lyapunov-Krasovskii functional, as well as employing stochastic analysis theory, the LaShall-type invariance principle for stochastic differential delay equations, and a linear matrix inequality (LMI) technique, a feedback controller is designed to achieve the asymptotical synchronization of coupled stochastic competitive neural networks. A simulation example is given to show the effectiveness of the theoretical results.

Resumo Limpo

propos feedback control synchron stochast competit neural network differ timescal reactiondiffus term construct proper lyapunovkrasovskii function well employ stochast analysi theori lashalltyp invari principl stochast differenti delay equat linear matrix inequ lmi techniqu feedback control design achiev asymptot synchron coupl stochast competit neural network simul exampl given show effect theoret result

Resumos Similares

IEEE Trans Neural Netw Learn Syst - Global exponential synchronization of multiple memristive neural networks with time delay via nonlinear coupling. ( 0,809990528391941 )
Neural Comput - A principled dimension-reduction method for the population density approach to modeling networks of neurons with synaptic dynamics. ( 0,748059206488463 )
Neural Comput - Analytical integrate-and-fire neuron models with conductance-based dynamics and realistic postsynaptic potential time course for event-driven simulation strategies. ( 0,742942012484187 )
Neural Comput - A new clustering approach on the basis of dynamical neural field. ( 0,73951618357753 )
Neural Comput - Computing confidence intervals for point process models. ( 0,712566728419015 )
Neural Comput - A low-order model of biological neural networks. ( 0,705351465006883 )
Comput. Biol. Med. - Volume conductor models in surface electromyography: computational techniques. ( 0,697762028469733 )
Wiley Interdiscip Rev Syst Biol Med - A conceptual framework for computational models of Achilles tendon homeostasis. ( 0,687415944565274 )
Int J Neural Syst - A generalized Leaky Integrate-and-Fire neuron model with fast implementation method. ( 0,68519233515503 )
Comput Math Methods Med - Analytical solutions for the mathematical model describing the formation of liver zones via Adomian's method. ( 0,67250894559889 )
Comput Math Methods Med - Global hopf bifurcation on two-delays leslie-gower predator-prey system with a prey refuge. ( 0,669528338584227 )
Neural Comput - Statistical mechanics of reward-modulated learning in decision-making networks. ( 0,668403645591083 )
Brief. Bioinformatics - Choosing appropriate models for protein-protein interaction networks: a comparison study. ( 0,666344671267278 )
Neural Comput - Projective clustering using neural networks with adaptive delay and signal transmission loss. ( 0,662111316802699 )
IEEE Trans Neural Netw Learn Syst - Graph Theory-Based Approach for Stability Analysis of Stochastic Coupled Systems With L?vy Noise on Networks. ( 0,661158383232523 )
Comput Math Methods Med - Optimal control of HIV/AIDS in the workplace in the presence of careless individuals. ( 0,659772425954324 )
IEEE Trans Image Process - Additive log-logistic model for networked video quality assessment. ( 0,657281343092535 )
Comput. Biol. Med. - Structurally-motivated characterization of the passive pseudo-elastic response of esophagus and its layers. ( 0,656902794238846 )
Comput Math Methods Med - Dynamics analysis and simulation of a modified HIV infection model with a saturated infection rate. ( 0,651670169998873 )
Neural Comput - On the performance of voltage stepping for the simulation of adaptive, nonlinear integrate-and-fire neuronal networks. ( 0,65127075404702 )
Comput Math Methods Med - Numerical solutions for a model of tissue invasion and migration of tumour cells. ( 0,650063428351675 )
Comput Math Methods Med - Theorems and application of local activity of CNN with five state variables and one port. ( 0,649220845470621 )
Neural Comput - Theoretical and evolutionary parameter tuning of neural oscillators with a double-chain structure for generating rhythmic signals. ( 0,648938410028216 )
J Clin Monit Comput - The standard strong ion difference, standard total titratable base, and their relationship to the Boston compensation rules and the Van Slyke equation for extracellular fluid. ( 0,64881513429892 )
Comput. Biol. Med. - A compartment model of alveolar-capillary oxygen diffusion with ventilation-perfusion gradient and dynamics of air transport through the respiratory tract. ( 0,64661630332932 )
Comput Math Methods Med - Modeling innate immune response to early Mycobacterium infection. ( 0,646574150692592 )
Neural Comput - A calcium-based simple model of multiple spike interactions in spike-timing-dependent plasticity. ( 0,645375236797246 )
Comput Methods Programs Biomed - Development of a computer algorithm for feedback controlled electrical nerve fiber stimulation. ( 0,64293062484205 )
Comput. Biol. Med. - Phase lagging model of brain response to external stimuli-modeling of single action potential. ( 0,642620372767075 )
Neural Comput - Learning the dynamics of objects by optimal functional interpolation. ( 0,642248943352442 )
Comput Math Methods Med - Robust synchronization of delayed chaotic FitzHugh-Nagumo neurons under external electrical stimulation. ( 0,638226593686204 )
J Integr Bioinform - An advanced environment for hybrid modeling of biological systems based on modelica. ( 0,636610794004327 )
Comput Biol Chem - An efficient nonlinear finite-difference approach in the computational modeling of the dynamics of a nonlinear diffusion-reaction equation in microbial ecology. ( 0,635625064301154 )
Comput Math Methods Med - A mathematical model of cancer treatment by radiotherapy. ( 0,6346869769749 )
Comput Math Methods Med - Synchronization of coupled different chaotic FitzHugh-Nagumo neurons with unknown parameters under communication-direction-dependent coupling. ( 0,63309033866133 )
Neural Comput - Active data collection for efficient estimation and comparison of nonlinear neural models. ( 0,627131389117232 )
IEEE Trans Neural Netw Learn Syst - Stochastic Stability of Delayed Neural Networks With Local Impulsive Effects. ( 0,625557952009845 )
Neural Comput - Effect of phase response curve skewness on synchronization of electrically coupled neuronal oscillators. ( 0,624798328541747 )
Comput Math Methods Med - Solutions of a linearized mathematical model for capillary formation in tumor angiogenesis: an initial data perturbation approximation. ( 0,624702195577547 )
Neural Comput - On the continuous differentiability of inter-spike intervals of synaptically connected cortical spiking neurons in a neuronal network. ( 0,62411937841551 )
Brief. Bioinformatics - Investigating biocomplexity through the agent-based paradigm. ( 0,616898735846347 )
Comput Methods Programs Biomed - A model of cerebral cortex formation during fetal development using reaction-diffusion-convection equations with Turing space parameters. ( 0,613391608304315 )
Comput Math Methods Med - Theoretical Hill-type muscle and stability: numerical model and application. ( 0,613267063544155 )
Comput Methods Programs Biomed - System approach to modeling of liver glucose metabolism with physiologically interpreted model parameters outgoing from [18F]FDG concentrations measured by PET. ( 0,612574586530318 )
Neural Comput - A systematic method for configuring VLSI networks of spiking neurons. ( 0,610538998851719 )
IEEE Trans Neural Netw Learn Syst - Exponential Stabilization of Memristor-based Chaotic Neural Networks with Time-Varying Delays via Intermittent Control. ( 0,608605317837786 )
Neural Comput - Cross-talk induces bifurcations in nonlinear models of synaptic plasticity. ( 0,6083769962796 )
Neural Comput - What is the limit of redundancy reduction with divisive normalization? ( 0,603122387046455 )
Neural Comput - Diffusive information accumulation by minimal recurrent neural models of decision making. ( 0,601555038854168 )
Comput Methods Programs Biomed - Functionality of the baroreceptor nerves in heart rate regulation. ( 0,601101041961734 )
Comput Math Methods Med - Dynamics of Mycobacterium and bovine tuberculosis in a human-buffalo population. ( 0,601056294158786 )
IEEE Trans Neural Netw Learn Syst - Approximate N-Player Nonzero-Sum Game Solution for an Uncertain Continuous Nonlinear System. ( 0,598291732785431 )
Neural Comput - Intrinsic adaptation in autonomous recurrent neural networks. ( 0,598064368826581 )
Neural Comput - The computational power of interactive recurrent neural networks. ( 0,596807011114194 )
Neural Comput - Neuronal assembly dynamics in supervised and unsupervised learning scenarios. ( 0,595426876302925 )
Neural Comput - Exact event-driven implementation for recurrent networks of stochastic perfect integrate-and-fire neurons. ( 0,595227743181203 )
Comput Math Methods Med - Uncertainty quantification in simulations of epidemics using polynomial chaos. ( 0,595010308381918 )
Comput Math Methods Med - Computational modeling of microabscess formation. ( 0,594601162985936 )
Lifetime Data Anal - Bayesian dynamic regression models for interval censored survival data with application to children dental health. ( 0,594569674311853 )
Comput. Biol. Med. - Network and Nakamura tridiagonal computational simulation of electrically-conducting biopolymer micro-morphic transport phenomena. ( 0,592768933198368 )
Med Decis Making - Cost-Effectiveness Uncertainty Analysis Methods: A Comparison of One-Way Sensitivity, Analysis of Covariance, and Expected Value of Partial Perfect Information. ( 0,59254482286616 )
Comput. Biol. Med. - Numerical investigation into blood clotting at the bone-dental implant interface in the presence of an electrical stimulus. ( 0,592420550630751 )
Neural Comput - Identification and continuity of the distributions of burst-length and interspike intervals in the stochastic Morris-Lecar neuron. ( 0,590882131509502 )
Comput Biol Chem - A computational model for enhancing recombinant Penicillin G Acylase production from Escherichia coli DH5a. ( 0,586714648848858 )
Neural Comput - Applying the multivariate time-rescaling theorem to neural population models. ( 0,586571603495285 )
Comput Biol Chem - A stochastic evolution model for residue Insertion-Deletion Independent from Substitution. ( 0,585302488190288 )
Int J Neural Syst - A neural observer with time-varying learning rate: analysis and applications. ( 0,583934862096539 )
Comput. Biol. Med. - ODE/PDE analysis of corneal curvature. ( 0,583808136300914 )
Neural Comput - Toward unified hybrid simulation techniques for spiking neural networks. ( 0,582921040791066 )
Comput Math Methods Med - Multiscale coupling of transcranial direct current stimulation to neuron electrodynamics: modeling the influence of the transcranial electric field on neuronal depolarization. ( 0,580781211445141 )
Comput Methods Programs Biomed - Reprint of Pharmacokinetic modelling of the anti-malarial drug artesunate and its active metabolite dihydroartemisinin. ( 0,580615565960626 )
Med Biol Eng Comput - An expectation-maximisation approach for simultaneous pixel classification and tracer kinetic modelling in dynamic contrast enhanced-magnetic resonance imaging. ( 0,577635591801156 )
Comput Math Methods Med - Modeling schistosomiasis and HIV/AIDS codynamics. ( 0,577407543161215 )
Brief. Bioinformatics - Identifying protein complexes and functional modules--from static PPI networks to dynamic PPI networks. ( 0,575353543642933 )
Comput Methods Programs Biomed - Solving delay differential equations in S-ADAPT by method of steps. ( 0,574681906398862 )
Comput Math Methods Med - A theoretical model for the transmission dynamics of the Buruli ulcer with saturated treatment. ( 0,574260527378093 )
Comput. Biol. Med. - Examples of testing global identifiability of biological and biomedical models with the DAISY software. ( 0,572649050073883 )
Neural Comput - Neural dynamics, bifurcations, and firing rates in a quadratic integrate-and-fire model with a recovery variable. I: Deterministic behavior. ( 0,57183717253293 )
J Chem Inf Model - New Markov-autocorrelation indices for re-evaluation of links in chemical and biological complex networks used in metabolomics, parasitology, neurosciences, and epidemiology. ( 0,571145870460687 )
Med Biol Eng Comput - CSF dynamic analysis of a predictive pulsatility-based infusion test for normal pressure hydrocephalus. ( 0,569087878502371 )
J Clin Monit Comput - Dynamic behavior of BIS, M-entropy and neuroSENSE brain function monitors. ( 0,568152885389205 )
Comput Math Methods Med - Towards patient-specific modeling of coronary hemodynamics in healthy and diseased state. ( 0,567080723629769 )
Neural Comput - Functional identification of spike-processing neural circuits. ( 0,566566182784942 )
Neural Comput - Spike-timing-dependent construction. ( 0,565559198143037 )
Neural Comput - Computing with a canonical neural circuits model with pool normalization and modulating feedback. ( 0,564427214975484 )
Comput Math Methods Med - Numerical stability of partitioned approach in fluid-structure interaction for a deformable thin-walled vessel. ( 0,564057661598761 )
Comput. Biol. Med. - Semi-computational simulation of magneto-hemodynamic flow in a semi-porous channel using optimal homotopy and differential transform methods. ( 0,562285255699959 )
Neural Comput - MOSAIC for multiple-reward environments. ( 0,559138771305784 )
IEEE Trans Image Process - Efficiency of semi-implicit schemes for anisotropic diffusion in the hypercube. ( 0,558094378054141 )
Comput. Biol. Med. - Modelling and simulating reaction-diffusion systems using coloured Petri nets. ( 0,557353010000369 )
Neural Comput - Integration of reinforcement learning and optimal decision-making theories of the basal ganglia. ( 0,5565801357834 )
Comput. Biol. Med. - Mathematical modeling of brain glioma growth using modified reaction-diffusion equation on brain MR images. ( 0,556108161048169 )
Comput. Biol. Med. - Modeling multiple experiments using regularized optimization: A case study on bacterial glucose utilization dynamics. ( 0,555760258373387 )
Comput Math Methods Med - Noninvasive monitoring of hepatic damage from hepatitis C virus infection. ( 0,555164078295123 )
Comput Methods Programs Biomed - Feedback controlled electrical nerve stimulation: a computer simulation. ( 0,554833585717653 )
Lifetime Data Anal - An extended cure model and model selection. ( 0,554051864759945 )
Comput Biol Chem - Parameter sensitivity analysis of stochastic models: application to catalytic reaction networks. ( 0,552679423766206 )
Neural Comput - Sequential activity in asymmetrically coupled winner-take-all circuits. ( 0,552440995845916 )
Int J Neural Syst - Principal dynamic mode analysis of the Hodgkin-Huxley equations. ( 0,551531297339703 )
Comput. Biol. Med. - Review of advanced techniques for the estimation of brain connectivity measured with EEG/MEG. ( 0,551378923530375 )