Theta phase precession and phase selectivity: A cognitive device description of neural coding

Journal of Neural Engineering

Volumn 6, Issue 3, 2009, Pages

  Zalay, Osbert C ^a   Bardakjian, Berj L ^a  

^a UNIVERSITY OF TORONTO   (Canada)

Author keywords

[No Author keywords available]

Indexed keywords

BIOPHYSICAL MECHANISM; DEVICE DESCRIPTION; DOWNSTREAM PROCESS; FEED-FORWARD; FEEDFORWARD INHIBITION; FREQUENCY-DEPENDENT; FREQUENCY-SELECTIVE PROPERTIES; HIPPOCAMPAL NEURONS; LIMIT CYCLE; MODE SHAPES; NERVOUS SYSTEM; NETWORK CONNECTIVITY; NETWORK LEVEL; NEURAL CODING; NEURAL SYSTEMS; NON-LINEAR SYSTEM IDENTIFICATION; PHASE PRECESSION; PHASE SELECTIVITY; PRINCIPAL DYNAMIC MODES; RATE CODES; RELATIVE CONTRIBUTION; RESPONSE CHARACTERISTIC; RHYTHM GENERATOR; STATIC NON-LINEARITY; SYSTEM DYNAMICS; TEMPORAL PHASE; THETA PHASE PRECESSION;

BANDPASS FILTERS; DYNAMIC RESPONSE; MATHEMATICAL TRANSFORMATIONS; MIXING; NONLINEAR SYSTEMS;

NEURAL NETWORKS;

ARTICLE; CLONING; CODING; COGNITION; EXCITATION; HIPPOCAMPUS; HUMAN; NERVE CELL; NERVE CONDUCTION; NERVOUS SYSTEM; NONLINEAR SYSTEM; PRIORITY JOURNAL; SIGNAL TRANSDUCTION; SYNAPTIC INHIBITION; BIOLOGICAL MODEL; BIOLOGICAL RHYTHM; NERVE CELL NETWORK; PHYSIOLOGY;

BIOLOGICAL CLOCKS; COGNITION; HIPPOCAMPUS; HUMANS; MODELS, NEUROLOGICAL; NERVE NET;

EID: 68049129725     PISSN: 17412560     EISSN: 17412552     Source Type: Journal    
DOI: 10.1088/1741-2560/6/3/036002     Document Type: Article

References (72)

1. Bland B H, Konopacki J and Dyck R H 2002 Relationship between membrane potential oscillations and rhythmic discharges in identified hippocampal theta-related cells J. Neurophysiol. 88 3046-66
2. Buzsaki G 2005 Theta rhythm of navigation: link between path integration and landmark navigation, episodic and semantic memory Hippocampus 15 827-40
3. Buzsaki G and Draguhn A 2004 Neuronal oscillations in cortical networks Science 304 1926-9
4. Derchansky M, Shahar E, Wennberg R A, Samoilova M, Jahromi S S, Abdelmalik P A, Zhang L and Carlen P L 2004 Model of frequent, recurrent, and spontaneous seizures in the intact mouse hippocampus Hippocampus 14 935-47
5. Dragoi G and Buzsaki G 2006 Temporal encoding of place sequences by hippocampal cell assemblies Neuron 50 145-57
6. Empson R M and Heinemann U 1995 The perforant path projection to hippocampal area CA1 in the rat hippocampal-entorhinal cortex combined slice J. Physiol. 484 707-20 Pt 3
7. Frantseva M V, Perez Velazquez J L and Carlen P L 1998 Changes in membrane and synaptic properties of thalamocortical circuitry caused by hydrogen peroxide J. Neurophysiol. 80 1317-26
8. French A S and Marmarelis V Z 1999 Nonlinear analysis of neuronal systems Modern Techniques in Neuroscience Research ed U Windhort and H Johansson (Berlin: Springer) pp 627-40
9. Fyhn M, Hafting T, Treves A, Moser M B and Moser E I 2007 Hippocampal remapping and grid realignment in entorhinal cortex Nature 446 190-4
10. Gamble E R and DiCaprio R A 2003 Nonspiking and spiking proprioceptors in the crab: white noise analysis of spiking CB-chordotonal organ afferents J. Neurophysiol. 89 1815-25
11. Garcia-Perez E, Vargas-Caballero M, Velazquez-Ulloa N, Minzoni A and De-Miguel F F 2004 Synaptic integration in electrically coupled neurons Biophys. J. 86 646-55
12. Gear C W 1971 The automatic integration of ordinary differential equations Comm. ACM 14 176-9
13. Geisler C, Robbe D, Zugaro M, Sirota A and Buzsaki G 2007 Hippocampal place cell assemblies are speed-controlled oscillators Proc. Natl Acad. Sci. USA 104 8149-54
14. Gerstner W and Kistler W M 2002 Mathematical formulations of Hebbian learning Biol. Cybern. 87 404-15
15. Gulledge A T, Kampa B M and Stuart G J 2005 Synaptic integration in dendritic trees J. Neurobiol. 64 75-90
16. Hafting T, Fyhn M, Bonnevie T, Moser M B and Moser E I 2008 Hippocampus-independent phase precession in entorhinal grid cells Nature 453 1248-52
17. Hafting T, Fyhn M, Molden S, Moser M B and Moser E I 2005 Microstructure of a spatial map in the entorhinal cortex Nature 436 801-6
18. Inoue T and Imoto K 2006 Feedforward inhibitory connections from multiple thalamic cells to multiple regular-spiking cells in layer 4 of the somatosensory cortex J. Neurophysiol. 96 1746-54
19. Jefferys J G 1995 Nonsynaptic modulation of neuronal activity in the brain: electric currents and extracellular ions Physiol. Rev. 75 689-723
20. Jones M W and Wilson M A 2005 Phase precession of medial prefrontal cortical activity relative to the hippocampal theta rhythm Hippocampus 15 867-73
21. Kamondi A, Acsady L, Wang X J and Buzsaki G 1998 Theta oscillations in somata and dendrites of hippocampal pyramidal cells in vivo: activity-dependent phase-precession of action potentials Hippocampus 8 244-61
22. + conditions in an in vitro model of epilepsy J. Biol. Phys. at press doi:10.1007/s10867-009-9144-1
23. Klam F and Graf W 2003 Vestibular response kinematics in posterior parietal cortex neurons of macaque monkeys Eur. J. Neurosci. 18 995-1010
24. Klausberger T, Magill P J, Marton L F, Roberts J D, Cobden P M, Buzsaki G and Somogyi P 2003 Brain-state- and cell-type-specific firing of hippocampal interneurons in vivo Nature 421 844-8
25. Klyachko V A and Stevens C F 2006 Excitatory and feed-forward inhibitory hippocampal synapses work synergistically as an adaptive filter of natural spike trains PLoS Biol. 4 e207
26. Kondoh Y, Arima T, Okuma J and Hasegawa Y 1993 Response dynamics and directional properties of nonspiking local interneurons in the cockroach cercal system J. Neurosci. 13 2287-305
27. Kondoh Y, Hasegawa Y, Okuma J and Takahashi F 1995a Neural computation of motion in the fly visual system: quadratic nonlinearity of responses induced by picrotoxin in the HS and CH cells J. Neurophysiol. 74 2665-84
28. Kondoh Y, Okuma J and Newland P L 1995b Dynamics of neurons controlling movements of a locust hind leg: Wiener kernel analysis of the responses of proprioceptive afferents J. Neurophysiol. 73 1829-42
29. Krapp H G, Hengstenberg R and Egelhaaf M 2001 Binocular contributions to optic flow processing in the fly visual system J. Neurophysiol. 85 724-34
30. Lee A K and Wilson M A 2002 Memory of sequential experience in the hippocampus during slow wave sleep Neuron 36 1183-94
31. Lenck-Santini P P and Holmes G L 2008 Altered phase precession and compression of temporal sequences by place cells in epileptic rats J. Neurosci. 28 5053-62
32. Lever C, Wills T, Cacucci F, Burgess N and O'Keefe J 2002 Long-term plasticity in hippocampal place-cell representation of environmental geometry Nature 416 90-4 (Pubitemid 34215406)
33. Lewis E R, Henry K R and Yamada W M 2002 Tuning and timing of excitation and inhibition in primary auditory nerve fibers Hear. Res. 171 13-31
34. Lopes da Silva F H, Hoeks A, Smits H and Zetterberg L H 1974 Model of brain rhythmic activity. The alpha-rhythm of the thalamus Kybernetik 15 27-37
35. Marmarelis V Z 1993 Identification of nonlinear biological systems using Laguerre expansions of kernels Ann. Biomed. Eng. 21 573-89
36. Marmarelis V Z 1997 Modeling methodology for nonlinear physiological systems Ann. Biomed. Eng. 25 239-51
37. Maurer A P and McNaughton B L 2007 Network and intrinsic cellular mechanisms underlying theta phase precession of hippocampal neurons Trends Neurosci. 30 325-33
38. Mitsis G D, French A S, Hoger U, Courellis S and Marmarelis V Z 2007 Principal dynamic mode analysis of action potential firing in a spider mechanoreceptor Biol. Cybern. 96 113-27
39. Molle M, Yeshenko O, Marshall L, Sara S J and Born J 2006 Hippocampal sharp wave-ripples linked to slow oscillations in rat slow-wave sleep J. Neurophysiol. 96 62-70
40. Mori M, Abegg M H, Gahwiler B H and Gerber U 2004 A frequency-dependent switch from inhibition to excitation in a hippocampal unitary circuit Nature 431 453-6
41. Moser E I, Moser M B, Lipa P, Newton M, Houston F P, Barnes C A and McNaughton B L 2005 A test of the reverberatory activity hypothesis for hippocampal 'place' cells Neuroscience 130 519-26
42. Naka K, Sakai H M and Ishii N 1988 Generation and transformation of second-order nonlinearity in catfish retina Ann. Biomed. Eng. 16 53-64
43. Nakazawa K, McHugh T J, Wilson M A and Tonegawa S 2004 NMDA receptors, place cells and hippocampal spatial memory Nat. Rev. Neurosci. 5 361-72
44. Naylor D 2002 Changes in nonlinear signal processing in rat hippocampus associated with loss of paired-pulse inhibition or epileptogenesis Epilepsia 43 Suppl 5 188-93
45. Ogura H 1985 Estimation of Wiener kernels of a nonlinear system and a fast algorithm using digital Laguerre filters Proc. 15th NIBB Conf. (Okazaki, Japan) pp 14-62
46. O'Keefe J and Burgess N 2005 Dual phase and rate coding in hippocampal place cells: theoretical significance and relationship to entorhinal grid cells Hippocampus 15 853-66
47. O'Keefe J and Recce M L 1993 Phase relationship between hippocampal place units and the EEG theta rhythm Hippocampus 3 317-30
48. Parker D 2003 Activity-dependent feedforward inhibition modulates synaptic transmission in a spinal locomotor network J. Neurosci. 23 11085-93
49. Ringach D L, Hawken M J and Shapley R 2002 Receptive field structure of neurons in monkey primary visual cortex revealed by stimulation with natural image sequences J. Vis. 2 12-24
50. Sclabassi R J, Krieger D N and Berger T W 1988 A systems theoretic approach to the study of CNS function Ann. Biomed. Eng. 16 17-34
51. Siebler M, Koller H, Stichel C C, Muller H W and Freund H J 1993 Spontaneous activity and recurrent inhibition in cultured hippocampal networks Synapse 14 206-13
52. Silberberg G and Markram H 2007 Disynaptic inhibition between neocortical pyramidal cells mediated by Martinotti cells Neuron 53 735-46
53. Solstad T, Moser E I and Einevoll G T 2006 From grid cells to place cells: a mathematical model Hippocampus 16 1026-31
54. Song D, Chan R H, Marmarelis V Z, Hampson R E, Deadwyler S A and Berger T W 2007 Nonlinear dynamic modeling of spike train transformations for hippocampal-cortical prostheses IEEE Trans. Biomed. Eng. 54 1053-66
55. Spach M S, Barr R C, Serwer G A, Kootsey J M and Johnson E A 1972 Extracellular potentials related to intracellular action potentials in the dog Purkinje system Circ. Res. 30 505-19
56. Spruston N and Johnston D 1992 Perforated patch-clamp analysis of the passive membrane properties of three classes of hippocampal neurons J. Neurophysiol. 67 508-29
57. Suffczynski P, Kalitzin S and Lopes Da Silva F H 2004 Dynamics of non-convulsive epileptic phenomena modeled by a bistable neuronal network Neuroscience 126 467-84
58. Suffczynski P, Kalitzin S, Pfurtscheller G and Lopes da Silva F H 2001 Computational model of thalamo-cortical networks: dynamical control of alpha rhythms in relation to focal attention Int. J. Psychophysiol. 43 25-40
59. Tancredi V, Hwa G G, Zona C, Brancati A and Avoli M 1990 Low magnesium epileptogenesis in the rat hippocampal slice: electrophysiological and pharmacological features Brain Res. 511 280-90
60. Taube J S and Muller R U 1998 Comparisons of head direction cell activity in the postsubiculum and anterior thalamus of freely moving rats Hippocampus 8 87-108
61. Traub R D, Bibbig A, Fisahn A, LeBeau F E, Whittington M A and Buhl E H 2000 A model of gamma-frequency network oscillations induced in the rat CA3 region by carbachol in vitro Eur. J. Neurosci. 12 4093-106
62. Tukker J J, Fuentealba P, Hartwich K, Somogyi P and Klausberger T 2007 Cell type-specific tuning of hippocampal interneuron firing during gamma oscillations in vivo J. Neurosci. 27 8184-9
63. Uchino Y, Sato H and Suwa H 1997 Excitatory and inhibitory inputs from saccular afferents to single vestibular neurons in the cat J. Neurophysiol. 78 2186-92
64. Valiante T A, Perez Velazquez J L, Jahromi S S and Carlen P L 1995 Coupling potentials in CA1 neurons during calcium-free-induced field burst activity J. Neurosci. 15 6946-56
65. Vigmond E J, Perez Velazquez J L, Valiante T A, Bardakjian B L and Carlen P L 1997 Mechanisms of electrical coupling between pyramidal cells J. Neurophysiol. 78 3107-16
66. Wagatsuma H and Yamaguchi Y 2007 Neural dynamics of the cognitive map in the hippocampus Cogn. Neurodyn. 1 119-41
67. Wilson H R and Cowan J D 1972 Excitatory and inhibitory interactions in localized populations of model neurons Biophys. J. 12 1-24
68. Wilson M A and Tonegawa S 1997 Synaptic plasticity, place cells and spatial memory: study with second generation knockouts Trends Neurosci. 20 102-6
69. Winfree A T 2001 The Geometry of Biological Time 2nd edn (New York: Springer)
70. Yoshida K, Iwamoto Y, Chimoto S and Shimazu H 2001 Disynaptic inhibition of omnipause neurons following electrical stimulation of the superior colliculus in alert cats J. Neurophysiol. 85 2639-42
71. Zalay O C and Bardakjian B L 2008 Mapped clock oscillators as ring devices and their application to neuronal electrical rhythms IEEE Trans. Neural Syst. Rehabil. Eng. 16 233-44
72. Zalay O C, Kang E E, Cotic M, Carlen P L and Bardakjian B L 2009 A wavelet packet-based algorithm for the extraction of neural rhythms Ann. Biomed. Eng. 37 595-613