IEEE Trans Neural Netw Learn Syst - Exponential Stabilization of Memristor-based Chaotic Neural Networks with Time-Varying Delays via Intermittent Control.

Tópicos

{ network(2748) neural(1063) input(814) }
{ model(3480) simul(1196) paramet(876) }
{ result(1111) use(1088) new(759) }
{ imag(2675) segment(2577) method(1081) }
{ framework(1458) process(801) describ(734) }
{ control(1307) perform(991) simul(935) }
{ general(901) number(790) one(736) }
{ studi(1410) differ(1259) use(1210) }
{ can(981) present(881) function(850) }
{ bind(1733) structur(1185) ligand(1036) }
{ studi(2440) review(1878) systemat(933) }
{ chang(1828) time(1643) increas(1301) }
{ method(1557) propos(1049) approach(1037) }
{ model(2220) cell(1177) simul(1124) }
{ search(2224) databas(1162) retriev(909) }
{ featur(1941) imag(1645) propos(1176) }
{ case(1353) use(1143) diagnosi(1136) }
{ system(1050) medic(1026) inform(1018) }
{ monitor(1329) mobil(1314) devic(1160) }
{ ehr(2073) health(1662) electron(1139) }
{ state(1844) use(1261) util(961) }
{ first(2504) two(1366) second(1323) }
{ use(2086) technolog(871) perceiv(783) }
{ analysi(2126) use(1163) compon(1037) }
{ 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) }
{ sequenc(1873) structur(1644) protein(1328) }
{ method(1219) similar(1157) match(930) }
{ featur(3375) classif(2383) classifi(1994) }
{ imag(2830) propos(1344) filter(1198) }
{ patient(2315) diseas(1263) diabet(1191) }
{ take(945) account(800) differ(722) }
{ 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) }
{ learn(2355) train(1041) set(1003) }
{ concept(1167) ontolog(924) domain(897) }
{ 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) }
{ care(1570) inform(1187) nurs(1089) }
{ method(984) reconstruct(947) comput(926) }
{ howev(809) still(633) remain(590) }
{ data(3963) clinic(1234) research(1004) }
{ risk(3053) factor(974) diseas(938) }
{ perform(999) metric(946) measur(919) }
{ research(1085) discuss(1038) issu(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) }
{ 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) }
{ intervent(3218) particip(2042) group(1664) }
{ activ(1138) subject(705) human(624) }
{ time(1939) patient(1703) rate(768) }
{ patient(1821) servic(1111) care(1106) }
{ 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) }
{ 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) }
{ method(2212) result(1239) propos(1039) }
{ detect(2391) sensit(1101) algorithm(908) }

Resumo

This paper is concerned with the global exponential stabilization of memristor-based chaotic neural networks with both time-varying delays and general activation functions. Here, we adopt nonsmooth analysis and control theory to handle memristor-based chaotic neural networks with discontinuous right-hand side. In particular, several new sufficient conditions ensuring exponential stabilization of memristor-based chaotic neural networks are obtained via periodically intermittent control. In addition, the proposed results here are easy to verify and they also extend the earlier publications. Finally, numerical simulations illustrate the effectiveness of the obtained results.

Resumo Limpo

paper concern global exponenti stabil memristorbas chaotic neural network timevari delay general activ function adopt nonsmooth analysi control theori handl memristorbas chaotic neural network discontinu righthand side particular sever new suffici condit ensur exponenti stabil memristorbas chaotic neural network obtain via period intermitt control addit propos result easi verifi also extend earlier public final numer simul illustr effect obtain result

Resumos Similares

Int J Neural Syst - Evolving RBF neural networks for adaptive soft-sensor design. ( 0,836240615029265 )
Neural Comput - On antiperiodic solutions for Cohen-Grossberg shunting inhibitory neural networks with time-varying delays and impulses. ( 0,835671650493193 )
Neural Comput - Analysis of the stabilized supralinear network. ( 0,787546098021788 )
Neural Comput - Fragility in dynamic networks: application to neural networks in the epileptic cortex. ( 0,778788345193034 )
Neural Comput - Intrinsic adaptation in autonomous recurrent neural networks. ( 0,773276670075546 )
Neural Comput - Computing with a canonical neural circuits model with pool normalization and modulating feedback. ( 0,772395664453635 )
Neural Comput - How to compress sequential memory patterns into periodic oscillations: general reduction rules. ( 0,771268901396478 )
Neural Comput - Exact event-driven implementation for recurrent networks of stochastic perfect integrate-and-fire neurons. ( 0,766856037218318 )
Int J Neural Syst - Adaptation-dependent synchronization transitions and burst generations in electrically coupled neural networks. ( 0,765672623088193 )
Neural Comput - Projective clustering using neural networks with adaptive delay and signal transmission loss. ( 0,765414671341163 )
Neural Comput - Interactions of excitatory and inhibitory feedback topologies in facilitating pattern separation and retrieval. ( 0,765407823863438 )
Int J Neural Syst - Modeling fluctuations in default-mode brain network using a spiking neural network. ( 0,762662632285987 )
Neural Comput - On the performance of voltage stepping for the simulation of adaptive, nonlinear integrate-and-fire neuronal networks. ( 0,761762557001061 )
J Chem Inf Model - Modeling complex metabolic reactions, ecological systems, and financial and legal networks with MIANN models based on Markov-Wiener node descriptors. ( 0,755667155809742 )
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. ( 0,755276186365571 )
Neural Comput - Echo state property linked to an input: exploring a fundamental characteristic of recurrent neural networks. ( 0,754893355041577 )
Neural Comput - Design strategies for weight matrices of echo state networks. ( 0,754650652723167 )
Comput Math Methods Med - Concentration-invariant odor representation in the olfactory system by presynaptic inhibition. ( 0,752355561596929 )
IEEE Trans Neural Netw Learn Syst - Stability Analysis of Distributed Delay Neural Networks Based on Relaxed Lyapunov-Krasovskii Functionals. ( 0,751633895188804 )
Neural Comput - Noise tolerance of attractor and feedforward memory models. ( 0,748488688732519 )
Neural Comput - Dynamical synapses enhance neural information processing: gracefulness, accuracy, and mobility. ( 0,745026289908201 )
IEEE Trans Neural Netw Learn Syst - Complex-Valued Recurrent Correlation Neural Networks. ( 0,74401734106729 )
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. ( 0,743403517653005 )
Neural Comput - Neutral stability, rate propagation, and critical branching in feedforward networks. ( 0,740346257946153 )
Neural Comput - Spike-timing-dependent construction. ( 0,737825614531596 )
Neural Comput - The competing benefits of noise and heterogeneity in neural coding. ( 0,736548649904065 )
Neural Comput - Nearly extensive sequential memory lifetime achieved by coupled nonlinear neurons. ( 0,734834629215069 )
Neural Comput - Motor cortex microcircuit simulation based on brain activity mapping. ( 0,731703096934034 )
Neural Comput - Neuronal assembly dynamics in supervised and unsupervised learning scenarios. ( 0,728648018019657 )
Neural Comput - Sparseness, antisparseness and anything in between: the operating point of a neuron determines its computational repertoire. ( 0,728151193260392 )
Neural Comput - Traveling bumps and their collisions in a two-dimensional neural field. ( 0,727038453346423 )
Neural Comput - Synaptic scaling stabilizes persistent activity driven by asynchronous neurotransmitter release. ( 0,725 )
Neural Comput - A bayesian model of polychronicity. ( 0,724004018070216 )
Neural Comput - Neural information processing with feedback modulations. ( 0,723418043459936 )
Neural Comput - Anatomical constraints on lateral competition in columnar cortical architectures. ( 0,72339177472468 )
Int J Neural Syst - Effects of extremely low-frequency magnetic fields on the response of a conductance-based neuron model. ( 0,71891987888773 )
Comput Math Methods Med - A signal-processing-based approach to time-varying graph analysis for dynamic brain network identification. ( 0,718620143962166 )
Neural Comput - Chaotic exploration and learning of locomotion behaviors. ( 0,717674590731634 )
Neural Comput - Influence of external inputs and asymmetry of connections on information-geometric measures involving up to ten neuronal interactions. ( 0,714539018062037 )
Neural Comput - Collective stability of networks of winner-take-all circuits. ( 0,713030631785561 )
Int J Neural Syst - A neuron-based time-optimal controller of horizontal saccadic eye movements. ( 0,707298072081752 )
Neural Comput - Short-term memory capacity in networks via the restricted isometry property. ( 0,70575702133738 )
Neural Comput - Learning rule of homeostatic synaptic scaling: presynaptic dependent or not. ( 0,70484914220958 )
Int J Neural Syst - Hardware implementation of stochastic spiking neural networks. ( 0,704188441726719 )
IEEE Trans Neural Netw Learn Syst - Properties and Performance of Imperfect Dual Neural Network-Based k WTA Networks. ( 0,704046109697374 )
Comput Math Methods Med - Voxel scale complex networks of functional connectivity in the rat brain: neurochemical state dependence of global and local topological properties. ( 0,702723632954809 )
Int J Neural Syst - Relationship between applicability of current-based synapses and uniformity of firing patterns. ( 0,699873995249569 )
Comput Math Methods Med - Computational models of neuron-astrocyte interactions lead to improved efficacy in the performance of neural networks. ( 0,699857445097914 )
Neural Comput - Multiplicative gain modulation arises through unsupervised learning in a predictive coding model of cortical function. ( 0,699211819411947 )
Neural Comput - Subdiffusive dynamics of bump attractors: mechanisms and functional roles. ( 0,699152552120664 )
IEEE Trans Neural Netw Learn Syst - Phase Oscillatory Network and Visual Pattern Recognition. ( 0,698616495380749 )
Neural Comput - Natural gradient learning algorithms for RBF networks. ( 0,698603854708493 )
IEEE Trans Neural Netw Learn Syst - Graph Theory-Based Approach for Stability Analysis of Stochastic Coupled Systems With L?vy Noise on Networks. ( 0,698068381493276 )
Neural Comput - Dissociable forms of repetition priming: a computational model. ( 0,694959355427192 )
Neural Comput - Facilitation of neuronal responses by intrinsic default mode network activity. ( 0,689090256347138 )
Neural Comput - Mechanisms that modulate the transfer of spiking correlations. ( 0,688420601740815 )
Neural Comput - Subthreshold membrane depolarization as memory trace for perceptual learning. ( 0,685174551254233 )
Neural Comput - Unsupervised formation of vocalization-sensitive neurons: a cortical model based on short-term and homeostatic plasticity. ( 0,685074110905641 )
Neural Comput - Multilayer perceptron classification of unknown volatile chemicals from the firing rates of insect olfactory sensory neurons and its application to biosensor design. ( 0,684501610800277 )
Comput Math Methods Med - Functional magnetic resonance imaging for imaging neural activity in the human brain: the annual progress. ( 0,684394922874576 )
Neural Comput - Discovering functional neuronal connectivity from serial patterns in spike train data. ( 0,684157765071282 )
Neural Comput - Predicting single-neuron activity in locally connected networks. ( 0,683628207355306 )
Brief. Bioinformatics - BioFNet: biological functional network database for analysis and synthesis of biological systems. ( 0,682460127991886 )
Neural Comput - Spontaneous slow oscillations and sequential patterns due to short-term plasticity in a model of the cortex. ( 0,681391085153913 )
Neural Comput - Information-geometric measures for estimation of connection weight under correlated inputs. ( 0,680781025350023 )
Med Decis Making - Cost-Effectiveness Uncertainty Analysis Methods: A Comparison of One-Way Sensitivity, Analysis of Covariance, and Expected Value of Partial Perfect Information. ( 0,678761749075556 )
Neural Comput - Complete classification of the macroscopic behavior of a heterogeneous network of theta neurons. ( 0,678745366978864 )
Comput. Biol. Med. - Discontinuous Galerkin finite element method for solving population density functions of cortical pyramidal and thalamic neuronal populations. ( 0,678065429934846 )
Comput. Biol. Med. - Connectivity analysis of multichannel EEG signals using recurrence based phase synchronization technique. ( 0,678039424233611 )
Int J Neural Syst - A new work mechanism on neuronal activity. ( 0,677760222632241 )
Neural Comput - Information recall using relative spike timing in a spiking neural network. ( 0,677616716979683 )
Neural Comput - A framework for simulating and estimating the state and functional topology of complex dynamic geometric networks. ( 0,673640283009412 )
Neural Comput - Sequential activity in asymmetrically coupled winner-take-all circuits. ( 0,672331393084533 )
Int J Neural Syst - Principal dynamic mode analysis of the Hodgkin-Huxley equations. ( 0,670411075075636 )
Neural Comput - Encoding binary neural codes in networks of threshold-linear neurons. ( 0,670078335065668 )
Neural Comput - Regulation of ambient GABA levels by neuron-glia signaling for reliable perception of multisensory events. ( 0,669179212144672 )
Int J Neural Syst - Perceptual suppression revealed by adaptive multi-scale entropy analysis of local field potential in monkey visual cortex. ( 0,668342278892633 )
Comput Math Methods Med - Results on a binding neuron model and their implications for modified hourglass model for neuronal network. ( 0,667988026803302 )
Neural Comput - A self-organized artificial neural network architecture for sensory integration with applications to letter-phoneme integration. ( 0,667448625859275 )
Int J Neural Syst - Optimal sparse approximation with integrate and fire neurons. ( 0,666920838267143 )
Neural Comput - Statistical computer model analysis of the reciprocal and recurrent inhibitions of the Ia-EPSP in a-motoneurons. ( 0,665296650379 )
Comput Math Methods Med - Analysis of epileptic seizures with complex network. ( 0,664849602319469 )
IEEE Trans Neural Netw Learn Syst - Reinforcement learning design-based adaptive tracking control with less learning parameters for nonlinear discrete-time MIMO systems. ( 0,660917361118856 )
Neural Comput - Decorrelation by recurrent inhibition in heterogeneous neural circuits. ( 0,660622602705062 )
Brief. Bioinformatics - Identifying protein complexes and functional modules--from static PPI networks to dynamic PPI networks. ( 0,658984279362911 )
Neural Comput - Transmission of population-coded information. ( 0,658627135997016 )
Brief. Bioinformatics - Inference of dynamic networks using time-course data. ( 0,657128740672771 )
Comput. Biol. Med. - Effective connectivity analysis of fMRI and MEG data collected under identical paradigms. ( 0,656282814961143 )
Neural Comput - Applying the multivariate time-rescaling theorem to neural population models. ( 0,655585675704023 )
Neural Comput - Broken symmetries in a location-invariant word recognition network. ( 0,655273314642918 )
Comput Math Methods Med - Robust synchronization of delayed chaotic FitzHugh-Nagumo neurons under external electrical stimulation. ( 0,654628823054535 )
Neural Comput - A spike-timing-based integrated model for pattern recognition. ( 0,652211002440022 )
Neural Comput - Neural associative memory with optimal Bayesian learning. ( 0,651703718892057 )
Neural Comput - On the continuous differentiability of inter-spike intervals of synaptically connected cortical spiking neurons in a neuronal network. ( 0,650331886669571 )
Comput. Biol. Med. - Role of spiral wave pinning in inhomogeneous active media in the termination of atrial fibrillation by electrical cardioversion. ( 0,648674973140802 )
Neural Comput - Synchronization and redundancy: implications for robustness of neural learning and decision making. ( 0,648249390842192 )
Neural Comput - A no-go theorem for one-layer feedforward networks. ( 0,647961848429819 )
IEEE Trans Neural Netw Learn Syst - A two-layer recurrent neural network for nonsmooth convex optimization problems. ( 0,646626578053828 )
Int J Neural Syst - From sensors to spikes: evolving receptive fields to enhance sensorimotor information in a robot-arm. ( 0,646208890819023 )
Neural Comput - Randomly connected networks have short temporal memory. ( 0,643519733231875 )