A minimal mechanistic model for temporal signal processing in the lateral geniculate nucleus

Andolina IM, Jones HE, Wang W, Sillito AM (2007) Corticothalamic feedback enhances stimulus response precision in the visual system. Proc Natl Acad Sci 104:1685–1690 Bhattacharya BM, Coyle D, Maguire LP (2011) A thalamo-cortico-thalamic neural mass model to study alpha rhythms in Alzheimer’s disease. Neural Netw 24:631–645 Blomquist P, Devor A, Indahl UG, Einevoll GT, Dale AM (2009) Estimation of thalamocortical and intracortical network models from joint thalamic single-electrode and cortical laminar-electrode recordings in the rat barrel system. PLoS Comput Biol 5:e1000328 Briggs F, Usrey WM (2005) Temporal properties of feedforward and feedback pathways between the thalamus and visual cortex in ferret. Thalamus Relat Syst 3:133–139 Briggs F, Usrey WM (2007) A fast, reciprocal pathway between the lateral geniculate nucleus and visual cortex in the macaque monkey. J Neurosci 27:5431–5436 Briggs F, Usrey WM (2008) Emerging views of corticothalamic function. Curr Opin Neurobiol 18:403–407 Briggs F, Usrey WM (2011) Corticogeniculate feedback and visual processing in the primate. J Physiol 589(1):33–40 Cai D, Deangelis G, Freeman R (1997) Spatiotemporal receptive field organization in the lateral geniculate nucleus of cats and kittens. J Neurophysiol 78:1045–1061 Carandini M, Horton JC, Sincich LC (2007) Thalamic filtering of retinal spike trains by postsynpatic summation. J Vision 7:1–11 Casti A, Xiao Y, Kaplan E (2004) Effects of cortical feedback on LGN dynamics. Soc Neurosci Abstracts 409(7) Casti A, Hayot F, Xiao Y, Kaplan E (2008) A simple model of retina-LGN transmission. J Comp Neurosci 24:235–252 Cruse H (1997) Neural networks as cynernetic systems. Thieme Verlag, Stuttgart Cudeiro J, Sillito AM (1996) Spatial frequency tuning of orientation-discontinuity-sensitive corticofugal feedback to the cat lateral geniculate nucleus. J Physiol 490:481–492 Dayan P, Abbott L (2001) Theoretical Neuroscience. The MIT Press, Cambridge, MA DeAngelis GC, Ohzawa I, Freeman RD (1995) Receptive-field dynamics in the central visual pathways. Trends Neurosci 18:451–458 Derrington AM, Fuchs AF (1979) Spatial and temporal properties of x and y cells in the cat lateral geniculate nucleus. J Physiol 293:347–364 Destexhe A, Contreras D, Steriade M (1998) Mechanisms underlying the synchronizing action of corticothalamic feedback through inhibition of thalamic relay cells. J Neurophysiol 79:999–1016 Destexhe A (2000) Modelling corticothalamic feedback and the gating of the thalamus by the cerebral cortex. J Physiol (Paris) 94:391–410 Einevoll G, Heggelund P (2000) Mathematical models for the spatial receptive-field organization of nonlagged X cells in dorsal lateral geniculate nucleus of cat. Vis Neurosci 17:871–885 Einevoll GT, Plesser HE (2002) Linear mechanistic models for the dorsal lateral geniculate nucleus of cat probed using drifting grating stimuli. Netw Comp Neural 13:503–530 Einevoll GT, Plesser HE (2011) Extended difference-of-Gaussians model incorporating cortical feedback for relay cells in the lateral geniculate nucleus of cat. Cogn Neurodyn. doi:10.1007/s11571-011-9183-8 Enroth-Cugell C, Robson J (1966) The constrast sensitivity of retinal ganglion cells of the cat. J Physiol 181:517–552 Ermentrout B (1998) Neural networks as spatio-temporal pattern-forming systems. Rep Prog Phys 61:353–430 Gazères N, Borg-Graham LJ, Frégnac Y (1998) A phenomenological model of visually evoked spike trains in cat geniculate nonlagged x-cells. Vis Neurosci 15:1157–1174 Geisert EE, Langsetmo A, Spear PD (1981) Influence of the cortico-geniculate pathway on response properties of cat lateral geniculate neurons. Brain Res 208(2):409–415 Gerstner W (2000) Population dynamics of spiking neurons: fast transients, asynchronous states, and locking. Neural Comp 12:43–89 Godwin DW, Vaughan JW, Sherman SM (1996) Metabotropic glutamate receptors switch visual response mode of lateral geniculate nucleus cells from burst to tonic. J Neurophysiol 76(3):1800–1816 Guido W, Sherman SM (1998) Response latencies of cells in the cat’s lateral geniculate nucleus are less variable during burst than tonic firing. Vis Neurosci 15:231–237 Hayot F, Tranchina D (2001) Modeling corticofugal feedback and the sensitivity of lateral geniculate neurons to orientation discontinuity. Vis Neurosci 18:865–877 Heeger D (1991) Nonlinear model of neural responses in cat visual cortex. In: MS Landy, JA Movshon (eds) Computational models of visual processing, MIT Press, Cambridge, MA, pp 119–133 Hillenbrand U, van Hemmen LJ (2000) Spatiotemporal adaptation through corticothalamic loops: a hypothesis. Vis Neurosci 17:107–118 Hubel DH, Wiesel TN (1962) Receptive fields, binocular interaction and functional architecture in the cat’s visual cortex. J Physiol 160:106–154 Jin J, Weng C, Yeh CI, Gordon JA, Ruthazer ES, Stryker MP, Swadlow HA, Alonso JM (2008) On- and off-domains of geniculate afferents in cat primary visual cortex. Nat Neurosci 11:88–94 Jing W, Liu W-Z, Gong X-W, Gong H-Q, Liang P-J (2010) Visual pattern recognition based on spatio-temporal patterns of retinal ganglion cells’ activities. Cogn Neurodyn 3:179–188 Kaplan E, Marcus S, So YT (1979) Effects of dark adaptation on spatial and temporal properties of receptive fields in cat lateral geniculate nucleus. J Physiol 294:561–580 Kaplan E, Mukherjee P, Shapley R (1993) Information filtering in the lateral geniculate nucleus. In: Shapley R, Lam DM-K (eds) Contrast sensitivity, MIT Press, Cambridge, MA, pp 183–200 Kaplan E, Purpura K, Shapley RM (1987) Contrast affects the transmission of visual information through the mammalian lateral geniculate nucleus. J Physiol 391:267–288 Kirkland KL, Gerstein GL (1998) A model of cortically induced synchronization in the lateral geniculate nucleus of the cat: a role for low-threshold calcium channels. Vision Res 38:2007–2022 Kirkland KL, Sillito AM, Jones HE, West DC, Gerstein GL (2000) Oscillations and long-lasting correlations in a model of the lateral geniculate nucleus and visual cortex. J Neurophysiol 84:1863–1868 Köhn J, Wörgötter F (1996) Corticofugal feedback can reduce the visual latency of responses to antagonistic stimuli. Biol Cybern 75(3):199–209 Liang L, Wang R, Zhang Z (2010) The modeling and simulation of visuospatial working memory. Cogn Neurodyn 4:359–366 Lumer ED, Edelman GM, Tononi G (1997) Neural Dynamics in a model of the thalamocortical System. I Layers, loops and the emergence of fast synchronous rhythms. Cerebral Cortex 7:207–227 MacDonald M (1979) Time lags in biological models (Lecture Notes in Biomathematics). Springer, Berlin Marrocco RT, McClurkin JW, Alkire MT (1996) The influence of the visual cortex on the spatiotemporal response properties of lateral geniculate nucleus cells. Brain Res 737(1–2):110–118 Marrocco RT, McClurkin JW, Young RA (1982) Modulation of lateral geniculate nucleus cell responsiveness by visual activation of the corticogeniculate pathway. J Neurosci 2(2):256–263 Mastronarde DN (1987) Two classes of single-input x-cells in cat lateral geniculate nucleus. i. receptive-field properties and classification of cells. J Neurophysiol 57(2):357–380 Mastronarde DN (1987) Two classes of single-input x-cells in cat lateral geniculate nucleus. ii. retinal inputs and the generation of receptive-field properties. J Neurophysiol 57(2):381–413 Mayer J, Schuster HG, Claussen JC, Mölle M (2007) Corticothalamic projections control synchronization in locally coupled bistable thalamic oscillators. Phys Rev Lett 99:068102 McClurkin JW, Marrocco RT (1984) Visual cortical input alters spatial tuning in monkey lateral geniculate nucleus cells. J Physiol 348:135–152 McClurkin JW, Optican LM, Richmond BJ (1994) Cortical feedback increases visual information transmitted by monkey parvocellular lateral geniculate nucleus neurons. Vis Neurosci 11(3):601–617 McCormick DA, von Krosigk M (1992) Corticothalamic activation modulates thalamic firing through glutamate “metabotropic” receptors. Proc Natl Acad Sci USA 89:2774–2778 Mukherjee P, Kaplan E (1995) Dynamics of neurons in the cat lateral geniculate nucleus: in vivo electrophysiology and computational modeling. J Neurophysiol 74:1222–1243 Murphy PC, Sillito AM (1987) Corticofugal feedback influences the generation of length tuning in the visual pathway. Nature 329(6141):727–729 Nordbø O, Wyller J, Einevoll GT (2007) Neural network firing-rate models on integral form: effects of temporal coupling kernels on equilibrium-state stability. Biol Cybern 97(3):195–209 Nordlie E, Gewaltig M-O, Plesser HE (2009) Towards reproducible descriptions of neuronal network models. PLoS Comput Biol 5(8):e1000456 Nordlie E, Tetzlaff T, Einevoll GT (2010) Firing-rate response properties of spiking neurons: beyond the diffusion limit. Front Comput Neurosci 4:459 Oppenheim A, Willsky A (1996) Signals and systems, 2nd ed. Prentice Hall, Upper Saddle River, NJ Rodieck R (1965) Quantitative analysis of cat retinal ganglion cell response to visual stimuli. Vis Res 5:583–601 Ruksenas O, Fjeld IT, Heggelund P (2000) Spatial summation and center-surround antagonism in the receptive field of single units in the dorsal lateral geniculate nucleus of cat: comparison with retinal input. Vis Neurosci 17:855–870 Saglam M, Hayashida Y, Murayama N (2009) A retinal circuit model accounting for wide-field amacrine cells. Cogn Neurodyn 1:25–32 Satoh S, Usui S (2009) Engineering-approach accelerates computational understanding of V1–V2 neural properties. Cogn Neurodyn 3:1–8 Shapley R, Lennie P (1985) Spatial frequency analysis in the visual system. Annu Rev Neurosci 8:547–583 Sherman S, Guillery R (2001) Exploring the thalamus. Academic Press, New York Sillito AM, Cudeiro J, Murphy PC (1993) Orientation sensitive elements in the corticofugal influence on centre-surround interactions in the dorsal lateral geniculate nucleus. Exp Brain Res 93(1):6–16 Sillito AM, Jones HE (2002) Corticothalamic interactions in the transfer of visual information. Philos Trans R Soc Lond B Biol Sci 357(1428):1739–1752 Sillito AM, Jones HE (2004) Feedback systems in visual processing. In: Chalupa LM, Wernes JS (eds) The visual neurosciences, Vol 1, MIT Press, Cambridge, MA, pp 609–624 Sillito AM, Jones HE, Gerstein GL, West DC (1994) Feature-linked synchronization of thalamic relay cell firing induced by feedback from visual cortex. Nature 369:479–482 Troyer TW, Krukowski AE, Priebe NJ, Miller KD (1998) Contrast-invariant orientation tuning in cat visual cortex: thalamocortical input tuning and correlation-based intracortical connectivity. J Neurosci 18:5908–5927 Troyer TW, Krukowski AE, Miller KD (2002) LGN input to simple cells and contrast-invariant orientation tuning: an analysis. J Neurophysiol 87:2741–2752 Usrey WM, Reppas JB, Reid RC (1999) Specificity and strength of retinogeniculate connections. J Neurophysiol 82(6):3527–3540 Vidyasagar TR, Urbas JV (1982) Orientation sensitivity of cat lgn neurones with and without inputs from visual cortical areas 17 and 18. Exp Brain Res 46(2):157–169 Wang W, Jones HE, Andolina IM, Sillito AM (2006) Functional alignment of feedback effects from visual cortex to thalamus. Nat Neurosci 9:1330–1336 Wang R, Zhang Z (2007) Energy coding in biological neural networks. Cogn Neurodyn 3:203–212 Wolfe J, Palmer LA (1998) Temporal diversity in the lateral geniculate nucleus of cat. Vis Neurosci 15:653–675 Wörgötter F, Nelle E, Li B, Funke K (1998) The influence of corticofugal feedback on the temporal structure of visual responses of cat thalamic relay cells. J Physiol 509(Pt 3):797–815 Yousif N, Denham M (2007) The role of cortical feedback in the generation of the temporal receptive field responses of lateral geniculate nucleus neurons: a computational modelling study. Biol Cybern 97(4):269–277