IEEE Trans Neural Netw Learn Syst - Stability Analysis of Distributed Delay Neural Networks Based on Relaxed Lyapunov-Krasovskii Functionals.

Tópicos

{ network(2748) neural(1063) input(814) }
{ take(945) account(800) differ(722) }
{ spatial(1525) area(1432) region(1030) }
{ control(1307) perform(991) simul(935) }
{ result(1111) use(1088) new(759) }
{ studi(2440) review(1878) systemat(933) }
{ framework(1458) process(801) describ(734) }
{ import(1318) role(1303) understand(862) }
{ model(3480) simul(1196) paramet(876) }
{ sampl(1606) size(1419) use(1276) }
{ use(1733) differ(960) four(931) }
{ estim(2440) model(1874) function(577) }
{ sequenc(1873) structur(1644) protein(1328) }
{ learn(2355) train(1041) set(1003) }
{ concept(1167) ontolog(924) domain(897) }
{ method(1557) propos(1049) approach(1037) }
{ care(1570) inform(1187) nurs(1089) }
{ general(901) number(790) one(736) }
{ howev(809) still(633) remain(590) }
{ perform(1367) use(1326) method(1137) }
{ age(1611) year(1155) adult(843) }
{ medic(1828) order(1363) alert(1069) }
{ signal(2180) analysi(812) frequenc(800) }
{ intervent(3218) particip(2042) group(1664) }
{ patient(1821) servic(1111) care(1106) }
{ implement(1333) system(1263) develop(1122) }
{ method(2212) result(1239) propos(1039) }
{ detect(2391) sensit(1101) algorithm(908) }
{ model(3404) distribut(989) bayesian(671) }
{ can(774) often(719) complex(702) }
{ imag(1947) propos(1133) code(1026) }
{ data(1737) use(1416) pattern(1282) }
{ inform(2794) health(2639) internet(1427) }
{ system(1976) rule(880) can(841) }
{ 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(2830) propos(1344) filter(1198) }
{ imag(2675) segment(2577) method(1081) }
{ patient(2315) diseas(1263) diabet(1191) }
{ motion(1329) object(1292) video(1091) }
{ assess(1506) score(1403) qualiti(1306) }
{ treatment(1704) effect(941) patient(846) }
{ surgeri(1148) surgic(1085) robot(1054) }
{ problem(2511) optim(1539) algorithm(950) }
{ error(1145) method(1030) estim(1020) }
{ chang(1828) time(1643) increas(1301) }
{ clinic(1479) use(1117) guidelin(835) }
{ algorithm(1844) comput(1787) effici(935) }
{ extract(1171) text(1153) clinic(932) }
{ data(1714) softwar(1251) tool(1186) }
{ design(1359) user(1324) use(1319) }
{ model(2220) cell(1177) simul(1124) }
{ method(984) reconstruct(947) comput(926) }
{ search(2224) databas(1162) retriev(909) }
{ featur(1941) imag(1645) propos(1176) }
{ case(1353) use(1143) diagnosi(1136) }
{ 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) }
{ model(2341) predict(2261) use(1141) }
{ visual(1396) interact(850) tool(830) }
{ compound(1573) activ(1297) structur(1058) }
{ studi(1119) effect(1106) posit(819) }
{ blood(1257) pressur(1144) flow(957) }
{ 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) }
{ cost(1906) reduc(1198) effect(832) }
{ group(2977) signific(1463) compar(1072) }
{ gene(2352) biolog(1181) express(1162) }
{ data(3008) multipl(1320) sourc(1022) }
{ first(2504) two(1366) second(1323) }
{ activ(1138) subject(705) human(624) }
{ time(1939) patient(1703) rate(768) }
{ use(2086) technolog(871) perceiv(783) }
{ can(981) present(881) function(850) }
{ analysi(2126) use(1163) compon(1037) }
{ 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) }
{ drug(1928) target(777) effect(648) }
{ survey(1388) particip(1329) question(1065) }
{ decis(3086) make(1611) patient(1517) }
{ process(1125) use(805) approach(778) }
{ activ(1452) weight(1219) physic(1104) }
{ method(1969) cluster(1462) data(1082) }

Resumo

This paper revisits the problem of asymptotic stability analysis for neural networks with distributed delays. The distributed delays are assumed to be constant and prescribed. Since a positive-definite quadratic functional does not necessarily require all the involved symmetric matrices to be positive definite, it is important for constructing relaxed Lyapunov-Krasovskii functionals, which generally lead to less conservative stability criteria. Based on this fact and using two kinds of integral inequalities, a new delay-dependent condition is obtained, which ensures that the distributed delay neural network under consideration is globally asymptotically stable. This stability criterion is then improved by applying the delay partitioning technique. Two numerical examples are provided to demonstrate the advantage of the presented stability criteria.

Resumo Limpo

paper revisit problem asymptot stabil analysi neural network distribut delay distribut delay assum constant prescrib sinc positivedefinit quadrat function necessarili requir involv symmetr matric posit definit import construct relax lyapunovkrasovskii function general lead less conserv stabil criteria base fact use two kind integr inequ new delaydepend condit obtain ensur distribut delay neural network consider global asymptot stabl stabil criterion improv appli delay partit techniqu two numer exampl provid demonstr advantag present stabil criteria

Resumos Similares

Neural Comput - Anatomical constraints on lateral competition in columnar cortical architectures. ( 0,838115986402693 )
Comput Math Methods Med - Voxel scale complex networks of functional connectivity in the rat brain: neurochemical state dependence of global and local topological properties. ( 0,824920006252512 )
Neural Comput - Collective stability of networks of winner-take-all circuits. ( 0,81686232378873 )
Neural Comput - Nearly extensive sequential memory lifetime achieved by coupled nonlinear neurons. ( 0,814268506764516 )
Neural Comput - The competing benefits of noise and heterogeneity in neural coding. ( 0,811484474653085 )
Neural Comput - Dissociable forms of repetition priming: a computational model. ( 0,810605103828838 )
Neural Comput - Noise tolerance of attractor and feedforward memory models. ( 0,80572126865323 )
Neural Comput - Traveling bumps and their collisions in a two-dimensional neural field. ( 0,802538513396711 )
Neural Comput - Echo state property linked to an input: exploring a fundamental characteristic of recurrent neural networks. ( 0,799124786229458 )
Neural Comput - Fragility in dynamic networks: application to neural networks in the epileptic cortex. ( 0,798577368357027 )
Neural Comput - Analysis of the stabilized supralinear network. ( 0,797135295824847 )
Neural Comput - Spontaneous slow oscillations and sequential patterns due to short-term plasticity in a model of the cortex. ( 0,794757350416303 )
Neural Comput - Replicating receptive fields of simple and complex cells in primary visual cortex in a neuronal network model with temporal and population sparseness and reliability. ( 0,794252932029837 )
Neural Comput - Synchronization and redundancy: implications for robustness of neural learning and decision making. ( 0,788227320512496 )
Int J Neural Syst - Modeling fluctuations in default-mode brain network using a spiking neural network. ( 0,788057942970956 )
Int J Neural Syst - Adaptation-dependent synchronization transitions and burst generations in electrically coupled neural networks. ( 0,783391082786868 )
Neural Comput - Information-geometric measures for estimation of connection weight under correlated inputs. ( 0,780705091766528 )
Neural Comput - Dynamical synapses enhance neural information processing: gracefulness, accuracy, and mobility. ( 0,780007091005787 )
Neural Comput - Projective clustering using neural networks with adaptive delay and signal transmission loss. ( 0,776844217712484 )
Neural Comput - Neutral stability, rate propagation, and critical branching in feedforward networks. ( 0,774778929608906 )
Neural Comput - Mechanisms that modulate the transfer of spiking correlations. ( 0,772278741847856 )
Neural Comput - Computing with a canonical neural circuits model with pool normalization and modulating feedback. ( 0,771825848312321 )
Int J Neural Syst - Evolving RBF neural networks for adaptive soft-sensor design. ( 0,771545453393702 )
J Chem Inf Model - Modeling complex metabolic reactions, ecological systems, and financial and legal networks with MIANN models based on Markov-Wiener node descriptors. ( 0,770187142101702 )
Neural Comput - Design strategies for weight matrices of echo state networks. ( 0,768883932533915 )
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. ( 0,767291862830292 )
Neural Comput - Intrinsic adaptation in autonomous recurrent neural networks. ( 0,765062609102753 )
Comput Math Methods Med - A signal-processing-based approach to time-varying graph analysis for dynamic brain network identification. ( 0,762107945600585 )
Neural Comput - Influence of external inputs and asymmetry of connections on information-geometric measures involving up to ten neuronal interactions. ( 0,759877335115257 )
Neural Comput - Interactions of excitatory and inhibitory feedback topologies in facilitating pattern separation and retrieval. ( 0,758097467957243 )
Neural Comput - Synaptic scaling stabilizes persistent activity driven by asynchronous neurotransmitter release. ( 0,757646966350314 )
Neural Comput - Broken symmetries in a location-invariant word recognition network. ( 0,757367782213192 )
Neural Comput - Neural information processing with feedback modulations. ( 0,756007433369803 )
IEEE Trans Neural Netw Learn Syst - Complex-Valued Recurrent Correlation Neural Networks. ( 0,755869525983865 )
Comput Math Methods Med - Weighted phase lag index and graph analysis: preliminary investigation of functional connectivity during resting state in children. ( 0,754135433165736 )
Neural Comput - Chaotic exploration and learning of locomotion behaviors. ( 0,754069339398287 )
Neural Comput - Short-term memory capacity in networks via the restricted isometry property. ( 0,753706073492799 )
Int J Neural Syst - Effects of extremely low-frequency magnetic fields on the response of a conductance-based neuron model. ( 0,752889130947359 )
Neural Comput - Predicting single-neuron activity in locally connected networks. ( 0,752495983704041 )
Neural Comput - How to compress sequential memory patterns into periodic oscillations: general reduction rules. ( 0,752240038257788 )
Neural Comput - Sparseness, antisparseness and anything in between: the operating point of a neuron determines its computational repertoire. ( 0,752205649542178 )
IEEE Trans Neural Netw Learn Syst - Exponential Stabilization of Memristor-based Chaotic Neural Networks with Time-Varying Delays via Intermittent Control. ( 0,751633895188804 )
Comput Math Methods Med - Analysis of epileptic seizures with complex network. ( 0,74856712184463 )
Neural Comput - On the performance of voltage stepping for the simulation of adaptive, nonlinear integrate-and-fire neuronal networks. ( 0,74757963413035 )
Neural Comput - Subthreshold membrane depolarization as memory trace for perceptual learning. ( 0,746600508744912 )
Int J Neural Syst - A neuron-based time-optimal controller of horizontal saccadic eye movements. ( 0,746047096952991 )
Brief. Bioinformatics - BioFNet: biological functional network database for analysis and synthesis of biological systems. ( 0,742338730198354 )
Neural Comput - Exact event-driven implementation for recurrent networks of stochastic perfect integrate-and-fire neurons. ( 0,739313093980945 )
Neural Comput - Decorrelation by recurrent inhibition in heterogeneous neural circuits. ( 0,739301206676097 )
Neural Comput - The hippocampus as a stable memory allocator for cortex. ( 0,737182478973283 )
Neural Comput - Discovering functional neuronal connectivity from serial patterns in spike train data. ( 0,73457108540565 )
Neural Comput - Learning rule of homeostatic synaptic scaling: presynaptic dependent or not. ( 0,734347260103031 )
Neural Comput - Complete classification of the macroscopic behavior of a heterogeneous network of theta neurons. ( 0,733852166873354 )
Neural Comput - Natural gradient learning algorithms for RBF networks. ( 0,7308590971414 )
Comput. Biol. Med. - Connectivity analysis of multichannel EEG signals using recurrence based phase synchronization technique. ( 0,730435096423463 )
Neural Comput - Subdiffusive dynamics of bump attractors: mechanisms and functional roles. ( 0,728978830111291 )
Neural Comput - Encoding binary neural codes in networks of threshold-linear neurons. ( 0,728290663529117 )
Comput Math Methods Med - Concentration-invariant odor representation in the olfactory system by presynaptic inhibition. ( 0,727441955093021 )
Neural Comput - Motor cortex microcircuit simulation based on brain activity mapping. ( 0,725842863238789 )
IEEE Trans Neural Netw Learn Syst - Phase Oscillatory Network and Visual Pattern Recognition. ( 0,724014139307475 )
Int J Neural Syst - Relationship between applicability of current-based synapses and uniformity of firing patterns. ( 0,723970015839107 )
Neural Comput - On antiperiodic solutions for Cohen-Grossberg shunting inhibitory neural networks with time-varying delays and impulses. ( 0,72282017699042 )
Neural Comput - A no-go theorem for one-layer feedforward networks. ( 0,719476528916505 )
Comput Math Methods Med - Computational models of neuron-astrocyte interactions lead to improved efficacy in the performance of neural networks. ( 0,71758424315526 )
Int J Neural Syst - Hardware implementation of stochastic spiking neural networks. ( 0,716258228398346 )
Brief. Bioinformatics - Identifying protein complexes and functional modules--from static PPI networks to dynamic PPI networks. ( 0,714008251496202 )
IEEE Trans Neural Netw Learn Syst - Passivity and Passification of Memristor-Based Recurrent Neural Networks With Additive Time-Varying Delays. ( 0,712666315691556 )
Neural Comput - Decorrelation of spiking variability and improved information transfer through feedforward divisive normalization. ( 0,711956131444238 )
Int J Neural Syst - Optimal sparse approximation with integrate and fire neurons. ( 0,711871082113207 )
J Biomed Inform - FALCON or how to compute measures time efficiently on dynamically evolving dense complex networks? ( 0,711260350457708 )
Neural Comput - Competition through selective inhibitory synchrony. ( 0,710832257886226 )
Brief. Bioinformatics - Real-time classification of datasets with hardware embedded neuromorphic neural networks. ( 0,710451294664483 )
Int J Neural Syst - Real-time EEG-based detection of fatigue driving danger for accident prediction. ( 0,708650194834085 )
Int J Neural Syst - A new work mechanism on neuronal activity. ( 0,707868749921836 )
Neural Comput - A bayesian model of polychronicity. ( 0,7061878636038 )
Neural Comput - Spike-timing-dependent construction. ( 0,706079839972938 )
Neural Comput - Multilayer perceptron classification of unknown volatile chemicals from the firing rates of insect olfactory sensory neurons and its application to biosensor design. ( 0,7042859577447 )
IEEE Trans Neural Netw Learn Syst - Properties and Performance of Imperfect Dual Neural Network-Based k WTA Networks. ( 0,703423303392666 )
IEEE Trans Vis Comput Graph - A Modular Degree-of-Interest Specification for the Visual Analysis of Large Dynamic Networks. ( 0,703196627883523 )
Neural Comput - Formation and regulation of dynamic patterns in two-dimensional spiking neural circuits with spike-timing-dependent plasticity. ( 0,702276915759811 )
Neural Comput - Transmission of population-coded information. ( 0,702060137640886 )
Neural Comput - Statistical computer model analysis of the reciprocal and recurrent inhibitions of the Ia-EPSP in a-motoneurons. ( 0,701600253275289 )
Neural Comput - Unsupervised formation of vocalization-sensitive neurons: a cortical model based on short-term and homeostatic plasticity. ( 0,701415272333584 )
IEEE Trans Neural Netw Learn Syst - Learning-Regulated Context Relevant Topographical Map. ( 0,698382940696849 )
Comput Math Methods Med - An analytical approach to network motif detection in samples of networks with pairwise different vertex labels. ( 0,696768873707091 )
Neural Comput - Neuronal assembly dynamics in supervised and unsupervised learning scenarios. ( 0,696125191911364 )
IEEE Trans Neural Netw Learn Syst - Output-feedback adaptive neural control for stochastic nonlinear time-varying delay systems with unknown control directions. ( 0,69329357465361 )
Neural Comput - A spike-timing-based integrated model for pattern recognition. ( 0,692095718279542 )
IEEE Trans Neural Netw Learn Syst - Reinforcement learning design-based adaptive tracking control with less learning parameters for nonlinear discrete-time MIMO systems. ( 0,691923735350773 )
IEEE Trans Neural Netw Learn Syst - Adaptive neural control of nonlinear MIMO systems with time-varying output constraints. ( 0,688728393088025 )
Neural Comput - Sequential activity in asymmetrically coupled winner-take-all circuits. ( 0,687710403146202 )
Int J Neural Syst - From sensors to spikes: evolving receptive fields to enhance sensorimotor information in a robot-arm. ( 0,685131739686486 )
Neural Comput - A new supervised learning algorithm for spiking neurons. ( 0,684576532446756 )
Int J Neural Syst - Perceptual suppression revealed by adaptive multi-scale entropy analysis of local field potential in monkey visual cortex. ( 0,677659386105899 )
Neural Comput - A self-organized artificial neural network architecture for sensory integration with applications to letter-phoneme integration. ( 0,677221806433605 )
Neural Comput - Estimating parameters of generalized integrate-and-fire neurons from the maximum likelihood of spike trains. ( 0,677188736633719 )
Comput Methods Programs Biomed - Characterizing electrical signals evoked by acupuncture through complex network mapping: a new perspective on acupuncture. ( 0,676698315693916 )
Neural Comput - Facilitation of neuronal responses by intrinsic default mode network activity. ( 0,675016665035889 )
Neural Comput - Insights from a simple expression for linear fisher information in a recurrently connected population of spiking neurons. ( 0,674436538011351 )
Neural Comput - Inhibition in multiclass classification. ( 0,674205764046853 )