Citation Relationships

Dayhoff JE (2007) Computational properties of networks of synchronous groups of spiking neurons. Neural Comput 19:2433-67 [PubMed]

References and models cited by this paper

References and models that cite this paper

Abeles M (1991) Corticonics: Neural Circuits of the Cerebral Cortex.

Abeles M, Gerstein GL (1988) Detecting spatiotemporal firing patterns among simultaneously recorded single neurons. J Neurophysiol 60:909-24 [Journal] [PubMed]

Aertsen AM, Gerstein GL, Habib MK, Palm G (1989) Dynamics of neuronal firing correlation: modulation of "effective connectivity". J Neurophysiol 61:900-17 [Journal] [PubMed]

Amari S, Nakahara H, Wu S, Sakai Y (2003) Synchronous firing and higher-order interactions in neuron pool. Neural Comput 15:127-42 [Journal] [PubMed]

Aviel Y, Pavlov E, Abeles M, Horn D (2002) Synfire chain in a balanced network Neurocomput 44:285-292

Baker SN, Spinks R, Jackson A, Lemon RN (2001) Synchronization in monkey motor cortex during a precision grip task. I. Task-dependent modulation in single-unit synchrony. J Neurophysiol 85:869-85 [Journal] [PubMed]

Castro JL, Mantas CJ, Benítez JM (2000) Neural networks with a continuous squashing function in the output are universal approximators. Neural Netw 13:561-3 [PubMed]

Chen T, Chen H (1993) Approximations of continuous functionals by neural networks with application to dynamic systems. IEEE Trans Neural Netw 4:910-8 [Journal] [PubMed]

Chen T, Chen H (1995) Approximation capability in C (Rn) by multilayer feedforward networks and related problems IEEE Trans Neural Networks 6:25-31

Chen T, Chen H (1995) Universal approximation to nonlinear operators by neural networks with arbitrary activation functions and its application to dynamical systems. IEEE Trans Neural Netw 6:911-7 [Journal] [PubMed]

Cotter NE, Conwell PR (1993) Universal approximation by phase series and fixed-weight networks Neural Comput 5:359-362

Cotter NE, Mian ON (1992) A pulsed neural network capable of universal approximation. IEEE Trans Neural Netw 3:308-14 [Journal] [PubMed]

Cybenko G (1989) Approximation by super positions of a sigmoidal function Math Control, Signals And Systems 2:303-314 [Journal]

Dayhoff JE (1990) Neural network architectures: An introduction

Dayhoff JE (1994) Synchrony detection in neural assemblies. Biol Cybern 71:263-70 [PubMed]

Dayhoff JE, Gerstein GL (1983) Favored patterns in spike trains. I. Detection. J Neurophysiol 49:1334-48 [Journal] [PubMed]

Dayhoff JE, Gerstein GL (1983) Favored patterns in spike trains. II. Application. J Neurophysiol 49:1349-63 [Journal] [PubMed]

de Kamps M, van der Velde F (2001) From artificial neural networks to spiking neuron populations and back again. Neural Netw 14:941-53 [PubMed]

Diesmann M, Gewaltig MO, Aertsen A (1999) Stable propagation of synchronous spiking in cortical neural networks. Nature 402:529-33 [Journal] [PubMed]

   Stable propagation of synchronous spiking in cortical neural networks (Diesmann et al 1999) [Model]

Fries P, Roelfsema PR, Engel AK, König P, Singer W (1997) Synchronization of oscillatory responses in visual cortex correlates with perception in interocular rivalry. Proc Natl Acad Sci U S A 94:12699-704 [PubMed]

Funahashi KI (1989) On the approximate realization of continuous mappings by neural networks Neural Networks 2:183-192

Gerstein GL, Aertsen AM (1985) Representation of cooperative firing activity among simultaneously recorded neurons. J Neurophysiol 54:1513-28 [Journal] [PubMed]

Gerstein GL, Perkel DH (1972) Mutual temporal relationships among neuronal spike trains. Statistical techniques for display and analysis. Biophys J 12:453-73 [Journal] [PubMed]

Gerstein GL, Perkel DH, Dayhoff JE (1985) Cooperative firing activity in simultaneously recorded populations of neurons: detection and measurement. J Neurosci 5:881-9 [PubMed]

Gibson GJ, Cowan CFN (1990) On the decision regions of multilayer perceptrons Proc IEEE 78:1590-1594

Gould E, Gross CG (2002) Neurogenesis in adult mammals: some progress and problems. J Neurosci 22:619-23 [PubMed]

Gould E, Vail N, Wagers M, Gross CG (2001) Adult-generated hippocampal and neocortical neurons in macaques have a transient existence. Proc Natl Acad Sci U S A 98:10910-7 [Journal] [PubMed]

Gray CM, Viana Di Prisco G (1997) Stimulus-dependent neuronal oscillations and local synchronization in striate cortex of the alert cat. J Neurosci 17:3239-53 [PubMed]

Grün S, Diesmann M, Aertsen A (2002) Unitary events in multiple single-neuron spiking activity: I. Detection and significance. Neural Comput 14:43-80 [Journal] [PubMed]

Harris KD, Csicsvari J, Hirase H, Dragoi G, Buzsáki G (2003) Organization of cell assemblies in the hippocampus. Nature 424:552-6 [Journal] [PubMed]

Harris KD, Henze DA, Hirase H, Leinekugel X, Dragoi G, Czurkó A, Buzsáki G (2002) Spike train dynamics predicts theta-related phase precession in hippocampal pyramidal cells. Nature 417:738-41 [Journal] [PubMed]

Haykin S (1999) Neural Networks: A Comprehensive Foundation (2nd Ed)

Hornik K, Stinchcombe M, White H (1989) Multilayer feedforward networks are universal approximators Neural Networks 2:359-366

Iannella N, Back AD (2006) A spiking neural network architecture for nonlinear function approximation. Neural Netw 14:933-9

Ito Y (1991) Representation of functions by superpositions of a step or sigmoid function and their applications to neural network theory. Neural Networks 4:385-394

Jain LC, Vemuri VR (1999) Industrial applications of neural networks

Kalouptsidis N (1997) Signal processing systems: Theory and design

Koutroumbas K (2003) On the partitioning capabilities of feedforward neural networks with sigmoid nodes. Neural Comput 15:2457-81 [Journal] [PubMed]

Kurkova V (1992) Kolmogorovs theorem and multilayer neural networks Neural Netw 5:501-506

Lindsey BG, Hernandez YM, Morris KF, Shannon R, Gerstein GL (1992) Dynamic reconfiguration of brain stem neural assemblies: respiratory phase-dependent synchrony versus modulation of firing rates. J Neurophysiol 67:923-30 [Journal] [PubMed]

Lindsey BG, Morris KF, Shannon R, Gerstein GL (1997) Repeated patterns of distributed synchrony in neuronal assemblies. J Neurophysiol 78:1714-9 [Journal] [PubMed]

Maass W (1996) Networks of spiking neurons: The third generation of neural network models Neural Networks 10:1659-1671

Maass W (1997) Fast sigmoidal networks via spiking neurons. Neural Comput 9:279-304 [PubMed]

Maass W (1997) Noisy spiking neurons with temporal coding have more computational power than sigmoidal neurons Advances in neural information processing systems, Mozer M:Jordan MI:Petsche T, ed. pp.211

Maass W (1998) Computing with spiking neurons Pulsed neural networks, Maass W:Bishop CM, ed.

Maass W (2002) Paradigms for computing with spiking neurons Models of neural networks: Early vision and attention , van_Hemmen JL:Cowan JD:Domany E, ed. pp.373

Maass W (2003) Computation with spiking neurons The Handbook of brain theory and neural networks (2nd ed), Arbib MA, ed. pp.1080

Makhoul J, El-Jaroudi A, Schwartz R (1991) Partitioning capabilities of two layer neural networks IEEE Trans Signal Processing 39:1435-1440

Maldonado PE, Gerstein GL (1996) Reorganization in the auditory cortex of the rat induced by intracortical microstimulation: a multiple single-unit study. Exp Brain Res 112:420-30 [PubMed]

Masuda N, Aihara K (2003) Duality of rate coding and temporal coding in multilayered feedforward networks. Neural Comput 15:103-25 [Journal] [PubMed]

Mehrotra K, Mohan CK, Ranka S (1997) Elements of artificial neural networks

Miller WT, Sutton RS, Werbos PJ (1990) Neural networks for control

Morris KF, Baekey DM, Nuding SC, Dick TE, Shannon R, Lindsey BG (2003) Invited review: Neural network plasticity in respiratory control. J Appl Physiol (1985) 94:1242-52 [Journal] [PubMed]

Morris KF, Shannon R, Lindsey BG (2001) Changes in cat medullary neurone firing rates and synchrony following induction of respiratory long-term facilitation. J Physiol 532:483-97 [PubMed]

Parker DB (1982) Learning logic (Invention Rep. S81-64, File 1)

Perkel D, Bullock G (1968) Neuronal coding. Neurosci Res Prog Bull 6:221-348

Riehle A, Grün S, Diesmann M, Aertsen A (1997) Spike synchronization and rate modulation differentially involved in motor cortical function. Science 278:1950-3 [PubMed]

Rosenblatt F (1962) Principles Of Neurodynamics

Rumelhart D, Mccleland J (1986) Parallel Distributed Processing

Salinas E, Sejnowski TJ (2001) Correlated neuronal activity and the flow of neural information. Nat Rev Neurosci 2:539-50 [Journal] [PubMed]

Sandberg IW (1994) General structures for classification IEEE Trans Circuits And Systems 41:372-376

Sandberg IW (1999) A note on classification and the approximation of functionals Intl J Circuit Theory Appl 27:443-445

Sandberg IW (2001) Gaussian radial basis functions and inner-product spaces Circuits, Systems Signal Process 20:635-642

Sandberg IW, Lo JT, Fancourt CL, Principe JC, Katagiri S, Haykin S (2001) Nonlinear dynamical systems: Feedforward neural network perspectives

Sanger TD (1998) Probability density methods for smooth function approximation and learning in populations of tuned spiking neurons. Neural Comput 10:1567-86 [PubMed]

Sejnowski TJ, Rosenberg CR (1987) Parallel networks which learn to pronounce English text Complex Systems 1:145-163

Shonkwiler R (1993) Separating the vertices of N-cubes by hyperplanes and its application to artificial neural networks. IEEE Trans Neural Netw 4:343-7 [Journal] [PubMed]

Steinmetz PN, Roy A, Fitzgerald PJ, Hsiao SS, Johnson KO, Niebur E (2000) Attention modulates synchronized neuronal firing in primate somatosensory cortex. Nature 404:187-90 [Journal] [PubMed]

van Rossum MC, Turrigiano GG, Nelson SB (2002) Fast propagation of firing rates through layered networks of noisy neurons. J Neurosci 22:1956-66 [PubMed]

Vogels TP, Abbott LF (2005) Signal propagation and logic gating in networks of integrate-and-fire neurons. J Neurosci 25:10786-95 [Journal] [PubMed]

   Networks of spiking neurons: a review of tools and strategies (Brette et al. 2007) [Model]
   Thalamocortical Relay cell under current clamp in high-conductance state (Zeldenrust et al 2018) [Model]

Werbos PJ (1974) Beyond regression: New tools for prediction and analysis in the behavioral sciences Unpublished doctoral dissertation

Werbos PJ (1988) The roots of backpropagation: From ordered derivatives to neural networks and political forecasting

Widrow B, Hoff M (1960) Adaptive switching circuits Western Electronic Show And Convention Reco 4:96-104

Williamson RC, Helmke U (1995) Existence and uniqueness results for neural network approximations. IEEE Trans Neural Netw 6:2-13 [Journal] [PubMed]

(74 refs)