• | I&F recurrent networks with current- or conductance-based synapses (Cavallari et al. 2014) |
References and models cited by this paper | References and models that cite this paper | |||||
Babadi B, Abbott LF (2010) Intrinsic stability of temporally shifted spike-timing dependent plasticity. PLoS Comput Biol 6:e1000961 [Journal] [PubMed] Belitski A, Gretton A, Magri C, Murayama Y, Montemurro MA, Logothetis NK, Panzeri S (2008) Low-frequency local field potentials and spikes in primary visual cortex convey independent visual information. J Neurosci 28:5696-709 [Journal] [PubMed] Berens P (2009) CircStat: a MATLAB toolbox for circular statistics J Stat Software 31:1-21 Brunel N (2013) Dynamics of Neural Networks Principles of Neural Coding, Quian_Quiroga R:Panzeri S, ed. pp.489 Brunel N, Wang XJ (2003) What determines the frequency of fast network oscillations with irregular neural discharges? I. Synaptic dynamics and excitation-inhibition balance. J Neurophysiol 90:415-30 [Journal] [PubMed] Buzsáki G, Anastassiou CA, Koch C (2012) The origin of extracellular fields and currents--EEG, ECoG, LFP and spikes. Nat Rev Neurosci 13:407-20 [Journal] [PubMed] Chandrasekaran C, Turesson HK, Brown CH, Ghazanfar AA (2010) The influence of natural scene dynamics on auditory cortical activity. J Neurosci 30:13919-31 [Journal] [PubMed] Crumiller M, Knight B, Yu Y, Kaplan E (2011) Estimating the amount of information conveyed by a population of neurons. Front Neurosci 5:90 [Journal] [PubMed] de la Rocha J, Doiron B, Shea-Brown E, Josic K, Reyes A (2007) Correlation between neural spike trains increases with firing rate. Nature 448:802-6 [Journal] [PubMed] Deco G, Jirsa VK, Robinson PA, Breakspear M, Friston K (2008) The dynamic brain: from spiking neurons to neural masses and cortical fields. PLoS Comput Biol 4:e1000092 [Journal] [PubMed] Destexhe A, Paré D (1999) Impact of network activity on the integrative properties of neocortical pyramidal neurons in vivo. J Neurophysiol 81:1531-47 [Journal] [PubMed]
Destexhe A, Rudolph M, Fellous JM, Sejnowski TJ (2001) Fluctuating synaptic conductances recreate in vivo-like activity in neocortical neurons. Neuroscience 107:13-24 [PubMed] Destexhe A, Rudolph M, Paré D (2003) The high-conductance state of neocortical neurons in vivo. Nat Rev Neurosci 4:739-51 [Journal] [PubMed] Ecker AS, Berens P, Keliris GA, Bethge M, Logothetis NK, Tolias AS (2010) Decorrelated neuronal firing in cortical microcircuits. Science 327:584-7 [Journal] [PubMed] Einevoll GT, Kayser C, Logothetis NK, Panzeri S (2013) Modelling and analysis of local field potentials for studying the function of cortical circuits. Nat Rev Neurosci 14:770-85 [Journal] [PubMed] Gillespie DT (1996) Exact numerical simulation of the Ornstein-Uhlenbeck process and its integral. Phys Rev E Stat Phys Plasmas Fluids Relat Interdiscip Topics 54:2084-2091 [PubMed] Grabska-Barwinska A, Latham PE (2013) How well do mean field theories of spiking quadratic-integrate-and-fire networks work in realistic parameter regimes? J Comput Neurosci Gross J, Hoogenboom N, Thut G, Schyns P, Panzeri S, Belin P, Garrod S (2013) Speech rhythms and multiplexed oscillatory sensory coding in the human brain. PLoS Biol 11:e1001752 [Journal] [PubMed] Gütig R, Gollisch T, Sompolinsky H, Meister M (2013) Computing complex visual features with retinal spike times. PLoS One 8:e53063 [Journal] [PubMed] Helias M, Deger M, Rotter S, Diesmann M (2010) Instantaneous non-linear processing by pulse-coupled threshold units. PLoS Comput Biol 6: Henrie JA, Shapley R (2005) LFP power spectra in V1 cortex: the graded effect of stimulus contrast. J Neurophysiol 94:479-90 [Journal] [PubMed] Holmgren C, Harkany T, Svennenfors B, Zilberter Y (2003) Pyramidal cell communication within local networks in layer 2/3 of rat neocortex. J Physiol 551:139-53 [Journal] [PubMed] Isaacson JS, Scanziani M (2011) How inhibition shapes cortical activity. Neuron 72:231-43 [Journal] [PubMed] Kohn A, Smith MA (2005) Stimulus dependence of neuronal correlation in primary visual cortex of the macaque. J Neurosci 25:3661-73 [Journal] [PubMed] Kuhn A, Aertsen A, Rotter S (2004) Neuronal integration of synaptic input in the fluctuation-driven regime. J Neurosci 24:2345-56 [Journal] [PubMed] Kumar A, Schrader S, Aertsen A, Rotter S (2008) The high-conductance state of cortical networks. Neural Comput 20:1-43 [Journal] [PubMed] La_camera G, Senn W, Fusi S (2004) Comparison between networks of conductance and current-driven neurons: Stationary spike rates and subthreshold depolarization Neurcomputing 58:253-258 Lampl I, Reichova I, Ferster D (1999) Synchronous membrane potential fluctuations in neurons of the cat visual cortex. Neuron 22:361-74 [PubMed] Lim S, Goldman MS (2013) Balanced cortical microcircuitry for maintaining information in working memory. Nat Neurosci 16:1306-14 [Journal] [PubMed]
Lindén H, Tetzlaff T, Potjans TC, Pettersen KH, Grün S, Diesmann M, Einevoll GT (2011) Modeling the spatial reach of the LFP. Neuron 72:859-72 [Journal] [PubMed] LORENTE de NO R (1947) Action potential of the motoneurons of the hypoglossus nucleus. J Cell Comp Physiol 29:207-87 [PubMed] Luo H, Poeppel D (2007) Phase patterns of neuronal responses reliably discriminate speech in human auditory cortex. Neuron 54:1001-10 [Journal] [PubMed] Magri C, Whittingstall K, Singh V, Logothetis NK, Panzeri S (2009) A toolbox for the fast information analysis of multiple-site LFP, EEG and spike train recordings. BMC Neurosci 10:81 [Journal] [PubMed] Maimon G, Assad JA (2009) Beyond Poisson: increased spike-time regularity across primate parietal cortex. Neuron 62:426-40 [Journal] [PubMed] Mazzoni A, Brunel N, Cavallari S, Logothetis NK, Panzeri S (2011) Cortical dynamics during naturalistic sensory stimulations: experiments and models. J Physiol Paris 105:2-15 [Journal] [PubMed] Mazzoni A, Panzeri S, Logothetis NK, Brunel N (2008) Encoding of naturalistic stimuli by local field potential spectra in networks of excitatory and inhibitory neurons. PLoS Comput Biol 4:e1000239 [Journal] [PubMed] Mazzoni A, Whittingstall K, Brunel N, Logothetis NK, Panzeri S (2010) Understanding the relationships between spike rate and delta/gamma frequency bands of LFPs and EEGs using a local cortical network model. Neuroimage 52:956-72 [Journal] [PubMed] Meffin H, Burkitt AN, Grayden DB (2004) An analytical model for the "large, fluctuating synaptic conductance state" typical of neocortical neurons in vivo. J Comput Neurosci 16:159-75 [Journal] [PubMed] Memmesheimer RM (2010) Quantitative prediction of intermittent high-frequency oscillations in neural networks with supralinear dendritic interactions. Proc Natl Acad Sci U S A 107:11092-7 [Journal] [PubMed] Mongillo G, Hansel D, van Vreeswijk C (2012) Bistability and spatiotemporal irregularity in neuronal networks with nonlinear synaptic transmission. Phys Rev Lett 108:158101 [Journal] [PubMed] Mormann F, Lehnertz K, David P (2000) Mean phase coherence as a measure for phase synchronization and its application to the EEG of epilepsy patients Physica D 144:358-369 Murakami S, Okada Y (2006) Contributions of principal neocortical neurons to magnetoencephalography and electroencephalography signals. J Physiol 575:925-36 [Journal] [PubMed] Okun M, Lampl I (2008) Instantaneous correlation of excitation and inhibition during ongoing and sensory-evoked activities. Nat Neurosci 11:535-7 [Journal] [PubMed] Ostojic S, Brunel N (2011) From spiking neuron models to linear-nonlinear models. PLoS Comput Biol 7:e1001056 [Journal] [PubMed] Panzeri S, Senatore R, Montemurro MA, Petersen RS (2007) Correcting for the sampling bias problem in spike train information measures. J Neurophysiol 98:1064-72 [Journal] [PubMed] Press WH, Teukolsky SA, Vellerling WT, Flannery BP (1992) Numerical Recipes In C: The Art Of Scientific Computing Quian Quiroga R, Panzeri S (2009) Extracting information from neuronal populations: information theory and decoding approaches. Nat Rev Neurosci 10:173-85 [Journal] [PubMed] Renart A, de la Rocha J, Bartho P, Hollender L, Parga N, Reyes A, Harris KD (2010) The asynchronous state in cortical circuits. Science 327:587-90 [Journal] [PubMed] Renart A, van Rossum MC (2012) Transmission of population-coded information. Neural Comput 24:391-407 [Journal] [PubMed] Richardson MJ (2004) Effects of synaptic conductance on the voltage distribution and firing rate of spiking neurons. Phys Rev E Stat Nonlin Soft Matter Phys 69:051918 [Journal] [PubMed] Rudolph-Lilith M, Dubois M, Destexhe A (2012) Analytical integrate-and-fire neuron models with conductance-based dynamics and realistic postsynaptic potential time course for event-driven simulation strategies. Neural Comput 24:1426-61 [Journal] [PubMed] Schaffer ES, Ostojic S, Abbott LF (2013) A complex-valued firing-rate model that approximates the dynamics of spiking networks. PLoS Comput Biol 9:e1003301 [Journal] [PubMed] Shannon CE (1948) The mathematical theory of communication Bell Syst Tech J 27:379 Sjöström PJ, Turrigiano GG, Nelson SB (2001) Rate, timing, and cooperativity jointly determine cortical synaptic plasticity. Neuron 32:1149-64 [PubMed] Strong SP, de Ruyter van Steveninck RR, Bialek W, Koberle R (1998) On the application of information theory to neural spike trains. Pac Symp Biocomput 21:621-32 Touboul JD, Faugeras OD (2011) A Markovian event-based framework for stochastic spiking neural networks. J Comput Neurosci 31:485-507 [Journal] [PubMed] Tuckwell HC (1988) Introduction To Theoretical Neurobiology: Vol 1, Linear Cable Theory And Dendritic Structure Yu J, Ferster D (2010) Membrane potential synchrony in primary visual cortex during sensory stimulation. Neuron 68:1187-201 [Journal] [PubMed] Zhang J, Newhall K, Zhou D, Rangan A (2013) Distribution of correlated spiking events in a population-based approach for Integrate-and-Fire networks. J Comput Neurosci 6: |