Artola A, Brocher S, Singer W (1990) Different voltage-dependent thresholds for inducing long-term depression and long-term potentiation in slices of rat visual cortex. Nature 347:69-72 [PubMed] Babadi B, Abbott LF (2013) Pairwise analysis can account for network structures arising from spike-timing dependent plasticity. PLoS Comput Biol 9:e1002906 [PubMed] Bi GQ, Poo MM (1998) Synaptic modifications in cultured hippocampal neurons: dependence on spike timing, synaptic strength, and postsynaptic cell type. J Neurosci 18:10464-72 [PubMed] Bienenstock EL, Cooper LN, Munro PW (1982) Theory for the development of neuron selectivity: orientation specificity and binocular interaction in visual cortex. J Neurosci 2:32-48 [PubMed] Blasdel GG, Salama G (2007) Voltage-sensitive dyes reveal a modular organization in monkey striate cortex. Nature 321:579-85 [PubMed] Bock DD, Lee WC, Kerlin AM, Andermann ML, Hood G, Wetzel AW, Yurgenson S, Soucy ER, Kim HS, R (2011) Network anatomy and in vivo physiology of visual cortical neurons. Nature 471:177-82 [PubMed] Bonhoeffer T, Grinvald A (1991) Iso-orientation domains in cat visual cortex are arranged in pinwheel-like patterns. Nature 353:429-31 [PubMed] Brunel N (2000) Dynamics of sparsely connected networks of excitatory and inhibitory spiking neurons. J Comput Neurosci 8:183-208 [Journal] [PubMed] Clopath C, Busing L, Vasilaki E, Gerstner W (2010) Connectivity reflects coding: a model of voltage-based STDP with homeostasis. Nat Neurosci 13:344-52 [Journal] [PubMed] Clopath C, Gerstner W (2010) Voltage and Spike Timing Interact in STDP - A Unified Model. Front Synaptic Neurosci 2:25 [Journal] [PubMed] Cossell L, Iacaruso MF, Muir DR, Houlton R, Sader EN, Ko H, Hofer SB, Mrsic-Flogel TD (2015) Functional organization of excitatory synaptic strength in primary visual cortex. Nature 518:399-403 [Journal] [PubMed] Diesmann M, Gewaltig MO, Rotter S, Aertsen AD (2001) State space analysis of synchronous spiking in cortical neural networks Neurocomputing 38:565-571 Felch AC, Granger RH (2008) The hypergeometric connectivity hypothesis: divergent performance of brain circuits with different synaptic connectivity distributions. Brain Res 1202:3-13 [Journal] [PubMed] Finn IM, Priebe NJ, Ferster D (2007) The emergence of contrast-invariant orientation tuning in simple cells of cat visual cortex. Neuron 54:137-52 [PubMed] Fino E, Yuste R (2011) Dense inhibitory connectivity in neocortex. Neuron 69:1188-203 [PubMed] Froemke RC, Dan Y (2002) Spike-timing-dependent synaptic modification induced by natural spike trains. Nature 416:433-8 [PubMed] Froemke RC, Merzenich MM, Schreiner CE (2007) A synaptic memory trace for cortical receptive field plasticity. Nature 450:425-9 [PubMed] Gerstner W, Kempter R, van Hemmen JL, Wagner H (1996) A neuronal learning rule for sub-millisecond temporal coding. Nature 383:76-81 [PubMed] Gjorgjieva J, Clopath C, Audet J, Pfister JP (2011) A triplet spike-timing-dependent plasticity model generalizes the Bienenstock-Cooper-Munro rule to higher-order spatiotemporal correlations. Proc Natl Acad Sci U S A 108:19383-8 [PubMed] Graupner M, Brunel N (2012) Calcium-based plasticity model explains sensitivity of synaptic changes to spike pattern, rate, and dendritic location. Proc Natl Acad Sci U S A 109:3991-6 [PubMed] Griffen TC, Wang L, Fontanini A, Maffei A (2012) Developmental regulation of spatio-temporal patterns of cortical circuit activation. Front Cell Neurosci 6:65 [Journal] [PubMed] Gutig R, Aharonov R, Rotter S, Sompolinsky H (2003) Learning input correlations through nonlinear temporally asymmetric Hebbian plasticity. J Neurosci 23:3697-714 [PubMed] Guyonneau R, VanRullen R, Thorpe SJ (2005) Neurons tune to the earliest spikes through STDP. Neural Comput 17:859-79 [PubMed] Haas JS, Nowotny T, Abarbanel HD (2006) Spike-timing-dependent plasticity of inhibitory synapses in the entorhinal cortex. J Neurophysiol 96:3305-13 [PubMed] Hansel D, van Vreeswijk C (2012) The mechanism of orientation selectivity in primary visual cortex without a functional map. J Neurosci 32:4049-64 [Journal] [PubMed] Hofer SB, Ko H, Pichler B, Vogelstein J, Ros H, Zeng H, Lein E, Lesica NA, Mrsic-Flogel TD (2011) Differential connectivity and response dynamics of excitatory and inhibitory neurons in visual cortex. Nat Neurosci 14:1045-52 [PubMed] Hoy JL, Niell CM (2015) Layer-specific refinement of visual cortex function after eye opening in the awake mouse. J Neurosci 35:3370-83 [Journal] [PubMed] Iglesias J, Eriksson J, Grize F, Tomassini M, Villa AE () Dynamics of pruning in simulated large-scale spiking neural networks. Biosystems 79:11-20 [Journal] [PubMed] Isaacson JS, Scanziani M (2011) How inhibition shapes cortical activity. Neuron 72:231-43 [PubMed] Izhikevich EM (2004) Which model to use for cortical spiking neurons? IEEE Trans Neural Netw 15:1063-70 [Journal] [PubMed] Izhikevich EM, Edelman GM (2008) Large-scale model of mammalian thalamocortical systems. Proc Natl Acad Sci U S A 105:3593-8 [PubMed] Jia H, Rochefort NL, Chen X, Konnerth A (2010) Dendritic organization of sensory input to cortical neurons in vivo. Nature 464:1307-12 [PubMed] Kaschube M (2014) Neural maps versus salt-and-pepper organization in visual cortex. Curr Opin Neurobiol 24:95-102 [Journal] [PubMed] Kerlin AM, Andermann ML, Berezovskii VK, Reid RC (2010) Broadly tuned response properties of diverse inhibitory neuron subtypes in mouse visual cortex. Neuron 67:858-71 [PubMed] Klampfl S, Maass W (2013) Emergence of Dynamic Memory Traces in Cortical Microcircuit Models through STDP. J Neurosci 33:11515-11529 [PubMed] Ko H, Cossell L, Baragli C, Antolik J, Clopath C, Hofer SB, Mrsic-Flogel TD (2013) The emergence of functional microcircuits in visual cortex. Nature 496:96-100 [Journal] [PubMed] Ko H, Hofer SB, Pichler B, Buchanan KA, Sjöström PJ, Mrsic-Flogel TD (2011) Functional specificity of local synaptic connections in neocortical networks. Nature 473:87-91 [PubMed] Ko H, Mrsic-Flogel TD, Hofer SB (2014) Emergence of feature-specific connectivity in cortical microcircuits in the absence of visual experience. J Neurosci 34:9812-6 [Journal] [PubMed] Kozloski J, Cecchi GA (2008) Topological effects of synaptic spike timing-dependent plasticity Preprint at http: slash slash arxiv.org slash abs slash 0810.0029 Kunkel S, Diesmann M, Morrison A (2011) Limits to the development of feed-forward structures in large recurrent neuronal networks. Front Comput Neurosci 4:160 [Journal] [PubMed] Lee SH, Kwan AC, Zhang S, Phoumthipphavong V, Flannery JG, Masmanidis SC, Taniguchi H, Huang (2012) Activation of specific interneurons improves V1 feature selectivity and visual perception. Nature 488:379-83 [PubMed] Legenstein R, Naeger C, Maass W (2005) What can a neuron learn with spike-timing-dependent plasticity? Neural Comput 17:2337-82 [PubMed] Li YT, Ma WP, Li LY, Ibrahim LA, Wang SZ, Tao HW (2012) Broadening of inhibitory tuning underlies contrast-dependent sharpening of orientation selectivity in mouse visual cortex. J Neurosci 32:16466-77 [Journal] [PubMed] Li YT, Ma WP, Pan CJ, Zhang LI, Tao HW (2012) Broadening of cortical inhibition mediates developmental sharpening of orientation selectivity. J Neurosci 32:3981-91 [Journal] [PubMed] Ma WP, Liu BH, Li YT, Huang ZJ, Zhang LI, Tao HW (2010) Visual representations by cortical somatostatin inhibitory neurons--selective but with weak and delayed responses. J Neurosci 30:14371-9 [Journal] [PubMed] Markram H, Lubke J, Frotscher M, Sakmann B (1997) Regulation of synaptic efficacy by coincidence of postsynaptic APs and EPSPs. Science 275:213-5 [PubMed] Mehta MR, Quirk MC, Wilson MA (2000) Experience-dependent asymmetric shape of hippocampal receptive fields. Neuron 25:707-15 [PubMed] Morrison A, Aertsen A, Diesmann M (2007) Spike-timing-dependent plasticity in balanced random networks. Neural Comput 19:1437-67 [PubMed] Ngezahayo A, Schachner M, Artola A (2000) Synaptic activity modulates the induction of bidirectional synaptic changes in adult mouse hippocampus. J Neurosci 20:2451-8 [PubMed] Niell CM, Stryker MP (2008) Highly selective receptive fields in mouse visual cortex. J Neurosci 28:7520-36 [Journal] [PubMed] Ohki K, Chung S, Ch'ng YH, Kara P, Reid RC (2005) Functional imaging with cellular resolution reveals precise micro-architecture in visual cortex. Nature 433:597-603 [PubMed] Ohki K, Chung S, Kara P, Hubener M, Bonhoeffer T, Reid RC (2006) Highly ordered arrangement of single neurons in orientation pinwheels. Nature 442:925-8 [PubMed] Ohki K, Reid RC (2007) Specificity and randomness in the visual cortex. Curr Opin Neurobiol 17:401-7 [PubMed] Oja E (1982) A simplified neuron model as a principal component analyzer. J Math Biol 15:267-73 [PubMed] Packer AM, Yuste R (2011) Dense, unspecific connectivity of neocortical parvalbumin-positive interneurons: a canonical microcircuit for inhibition? J Neurosci 31:13260-71 [PubMed] Pecka M, Han Y, Sader E, Mrsic-Flogel TD (2014) Experience-dependent specialization of receptive field surround for selective coding of natural scenes. Neuron 84:457-69 [Journal] [PubMed] Pehlevan C, Sompolinsky H (2014) Selectivity and sparseness in randomly connected balanced networks. PLoS One 9:e89992 [Journal] [PubMed] Pfeffer CK, Xue M, He M, Huang ZJ, Scanziani M (2013) Inhibition of inhibition in visual cortex: the logic of connections between molecularly distinct interneurons. Nat Neurosci 16:1068-76 [PubMed] Pfister JP, Gerstner W (2006) Triplets of spikes in a model of spike timing-dependent plasticity. J Neurosci 26:9673-82 [PubMed] Pfister JP, Toyoizumi T, Barber D, Gerstner W (2006) Optimal spike-timing-dependent plasticity for precise action potential firing in supervised learning. Neural Comput 18:1318-48 [PubMed] Priebe NJ, Ferster D (2008) Inhibition, spike threshold, and stimulus selectivity in primary visual cortex. Neuron 57:482-97 [PubMed] Priebe NJ, Ferster D (2012) Mechanisms of neuronal computation in mammalian visual cortex. Neuron 75:194-208 [Journal] [PubMed] Ringach DL, Shapley RM, Hawken MJ (2002) Orientation selectivity in macaque V1: diversity and laminar dependence. J Neurosci 22:5639-51 [PubMed] Roberts PD, Bell CC (2000) Computational consequences of temporally asymmetric learning rules: II. Sensory image cancellation. J Comput Neurosci 9:67-83 [Journal] [PubMed] Rochefort NL, Garaschuk O, Milos RI, Narushima M, Marandi N, Pichler B, Kovalchuk Y, Konnerth (2009) Sparsification of neuronal activity in the visual cortex at eye-opening. Proc Natl Acad Sci U S A 106:15049-54 [Journal] [PubMed] Rochefort NL, Narushima M, Grienberger C, Marandi N, Hill DN, Konnerth A (2011) Development of direction selectivity in mouse cortical neurons. Neuron 71:425-32 [Journal] [PubMed] Rotter S, Diesmann M (1999) Exact digital simulation of time-invariant linear systems with applications to neuronal modeling. Biol Cybern 81:381-402 [PubMed] Sadagopan S, Ferster D (2012) Feedforward origins of response variability underlying contrast invariant orientation tuning in cat visual cortex. Neuron 74:911-23 [Journal] [PubMed] Sadeh S, Cardanobile S, Rotter S (2014) Mean-field analysis of orientation selectivity in inhibition-dominated networks of spiking neurons. Springerplus 3:148 [Journal] [PubMed] Sadeh S, Rotter S (2014) Distribution of orientation selectivity in recurrent networks of spiking neurons with different random topologies. PLoS One 9:e114237 [Journal] [PubMed] Sadeh S, Rotter S (2015) Orientation selectivity in inhibition-dominated networks of spiking neurons: effect of single neuron properties and network dynamics. PLoS Comput Biol 11:e1004045 [Journal] [PubMed] Sanger TD (1989) Optimal unsupervised learning in a single-layer linear feedforward neural networks Neural Networks 2:459-473 Senn W, Markram H, Tsodyks M (2001) An algorithm for modifying neurotransmitter release probability based on pre- and postsynaptic spike timing. Neural Comput 13:35-67 [PubMed] Shapley R, Hawken M, Ringach DL (2003) Dynamics of orientation selectivity in the primary visual cortex and the importance of cortical inhibition. Neuron 38:689-99 [PubMed] Shouval HZ, Bear MF, Cooper LN (2002) A unified model of NMDA receptor-dependent bidirectional synaptic plasticity. Proc Natl Acad Sci U S A 99:10831-6 [PubMed] Sjostrom PJ, Turrigiano GG, Nelson SB (2001) Rate, timing, and cooperativity jointly determine cortical synaptic plasticity. Neuron 32:1149-64 [PubMed] Song S, Abbott LF (2001) Cortical development and remapping through spike timing-dependent plasticity. Neuron 32:339-50 [PubMed] Song S, Miller KD, Abbott LF (2000) Competitive Hebbian learning through spike-timing-dependent synaptic plasticity. Nat Neurosci 3:919-26 [PubMed] Song S, Sjostrom PJ, Reigl M, Nelson S, Chklovskii DB (2005) Highly nonrandom features of synaptic connectivity in local cortical circuits. PLoS Biol 3:e68-88 [PubMed] Turrigiano GG, Nelson SB (2004) Homeostatic plasticity in the developing nervous system. Nat Rev Neurosci 5:97-107 [PubMed] van Vreeswijk C, Sompolinsky H (1996) Chaos in neuronal networks with balanced excitatory and inhibitory activity. Science 274:1724-6 [PubMed] Vogels TP, Froemke RC, Doyon N, Gilson M, Haas JS, Liu R, Maffei A, Miller P, Wierenga CJ, Wo (2013) Inhibitory synaptic plasticity: spike timing-dependence and putative network function. Front Neural Circuits 7:119 [Journal] [PubMed] Vogels TP, Sprekeler H, Zenke F, Clopath C, Gerstner W (2011) Inhibitory plasticity balances excitation and inhibition in sensory pathways and memory networks. Science 334:1569-73 [Journal] [PubMed] Wang HX, Gerkin RC, Nauen DW, Bi GQ (2005) Coactivation and timing-dependent integration of synaptic potentiation and depression. Nat Neurosci 8:187-93 [PubMed] Wilson NR, Runyan CA, Wang FL, Sur M (2012) Division and subtraction by distinct cortical inhibitory networks in vivo. Nature 488:343-8 [Journal] [PubMed] Wolf F, Engelken R, Puelma-Touzel M, Weidinger JD, Neef A (2014) Dynamical models of cortical circuits. Curr Opin Neurobiol 25:228-36 [Journal] [PubMed] Woodin MA, Ganguly K, Poo MM (2003) Coincident pre- and postsynaptic activity modifies GABAergic synapses by postsynaptic changes in Cl- transporter activity. Neuron 39:807-20 [PubMed] Xing D, Ringach DL, Hawken MJ, Shapley RM (2011) Untuned suppression makes a major contribution to the enhancement of orientation selectivity in macaque v1. J Neurosci 31:15972-82 [Journal] [PubMed] |