Feed-Forward versus Feedback Inhibition in a Basic Olfactory Circuit. Kee T, Sanda P, Gupta N, Stopfer M, Bazhenov M. PLoS Comput Biol. 2015 Oct 12;11(10):e1004531.

Inhibitory interneurons play critical roles in shaping the firing patterns of principal neurons in many brain systems. Despite difference in the anatomy or functions of neuronal circuits containing inhibition, two basic motifs repeatedly emerge: feed-forward and feedback. In the locust, it was proposed that a subset of lateral horn interneurons (LHNs), provide feed-forward inhibition onto Kenyon cells (KCs) to maintain their sparse firing–a property critical for olfactory learning and memory. But recently it ...

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Learning modifies odor mixture processing to improve detection of relevant components. Chen JY, Marachlian E, Assisi C, Huerta R, Smith BH, Locatelli F, Bazhenov M. J Neurosci. 2015 Jan 7;35(1):179-97.

Honey bees have a rich repertoire of olfactory learning behaviors, and they therefore are an excellent model to study plasticity in olfactory circuits. Recent behavioral, physiological, and molecular evidence suggested that the antennal lobe, the first relay of the olfactory system in insects and analog to the olfactory bulb in vertebrates, is involved in associative and nonassociative olfactory learning. Here we use calcium imaging to reveal how responses across antennal lobe projection neurons change after association of an ...

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Modeling of Age-Dependent Epileptogenesis by Differential Homeostatic Synaptic Scaling. González OC, Krishnan GP, Chauvette S, Timofeev I, Sejnowski T, Bazhenov M. J Neurosci. 2015 Sep 30;35(39):13448-62.

Homeostatic synaptic plasticity (HSP) has been implicated in the development of hyperexcitability and epileptic seizures following traumatic brain injury (TBI). Our in vivo experimental studies in cats revealed that the severity of TBI-mediated epileptogenesis depends on the age of the animal. To characterize mechanisms of these differences, we studied the properties of the TBI-induced epileptogenesis in a biophysically realistic cortical network model with dynamic ion concentrations. After deafferentation, which was induced by dissection of the afferent ...

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Electrogenic properties of the Na+/K+ ATPase controls transitions between normal and pathological brain states. Krishnan GP, Filatov G, Shilnikov A, Bazhenov M. J Neurophysiol. 2015 Jan 14:jn.00460.2014.

Ionic concentrations fluctuate significantly during epileptic seizures. In this study, using a combination of in vitro electrophysiology, computer modeling, and dynamical systems analysis, we demonstrate that changes in the potassium and sodium intra- and extracellular ion concentrations ([K(+)] and [Na(+)], respectively) during seizure affect the neuron dynamics by modulating the outward Na(+)/K(+) pump current. First, we show that an increase of the outward Na(+)/K(+) pump current mediates termination of seizures when there is a progressive increase in the intracellular [Na(+)]. ...

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Coupling of Thalamocortical Sleep Oscillations Are Important for Memory Consolidation in Humans. Niknazar M, Krishnan GP, Bazhenov M, Mednick SC. PLoS One. 2015 Dec 15;10(12):e0144720.

Sleep, specifically non-rapid eye movement (NREM) sleep, is thought to play a critical role in the consolidation of recent memories. Two main oscillatory activities observed during NREM, cortical slow oscillations (SO, 0.5-1.0 Hz) and thalamic spindles (12-15 Hz), have been shown to independently correlate with memory improvement. Yet, it is not known how these thalamocortical events interact, or the significance of this interaction, during the consolidation process. Here, we found that systemic administration ...

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Homeostatic role of heterosynaptic plasticity: models and experiments. Chistiakova M, Bannon NM, Chen JY, Bazhenov M, Volgushev M. Front Comput Neurosci. 2015 Jul 13;9:89.

Homosynaptic Hebbian-type plasticity provides a cellular mechanism of learning and refinement of connectivity during development in a variety of biological systems. In this review we argue that a complimentary form of plasticityheterosynaptic plasticity-represents a necessary cellular component for homeostatic regulation of synaptic weights and neuronal activity. The required properties of a homeostatic mechanism which acutely constrains the runaway dynamics imposed by Hebbian associative plasticity have been well-articulated by theoretical and modeling studies. Such ...

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Feedback stabilizes propagation of synchronous spiking in cortical neural networks. Moldakarimov S, Bazhenov M, Sejnowski TJ. Proc Natl Acad Sci U S A. 2015 Feb 24;112(8):2545-50.

Precisely timed action potentials related to stimuli and behavior have been observed in the cerebral cortex. However, information carried by the precise spike timing has to propagate through many cortical areas, and noise could disrupt millisecond precision during the transmission. Previous studies have demonstrated that only strong stimuli that evoke a large number of spikes with small dispersion of spike times can propagate through multilayer networks without degrading the temporal precision. Here we show that feedback projections can increase the ...

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Network models of frequency modulated sweep detection. Skorheim S, Razak K, Bazhenov M. PLoS One. 2014 Dec 16;9(12):e115196.

Frequency modulated (FM) sweeps are common in species-specific vocalizations, including human speech. Auditory neurons selective for the direction and rate of frequency change in FM sweeps are present across species, but the synaptic mechanisms underlying such selectivity are only beginning to be understood. Even less is known about mechanisms of experience-dependent changes in FM sweep selectivity. We present three network models of synaptic mechanisms of FM sweep direction and rate selectivity that explains experimental data: (1) The ‘facilitation’ model contains ...

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The impact of cortical deafferentation on the neocortical slow oscillation. Lemieux M, Chen JY, Lonjers P, Bazhenov M, Timofeev I. J Neurosci. 2014 Apr 16;34(16):5689-703.

Slow oscillation is the main brain rhythm observed during deep sleep in mammals. Although several studies have demonstrated its neocortical origin, the extent of the thalamic contribution is still a matter of discussion. Using electrophysiological recordings in vivo on cats and computational modeling, we found that the local thalamic inactivation or the complete isolation of the neocortical slabs maintained within the brain dramatically reduced the expression of slow and fast oscillations in affected cortical areas. ...

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Synchronization of isolated downstates (K-complexes) may be caused by cortically-induced disruption of thalamic spindling. Mak-McCully RA, Deiss SR, Rosen BQ, Jung KY, Sejnowski TJ, Bastuji H, Rey M, Cash SS, Bazhenov M, Halgren E. PLoS Comput Biol. 2014 Sep 25;10(9):e1003855. doi: 10.1371/journal.pcbi.1003855.

Sleep spindles and K-complexes (KCs) define stage 2 NREM sleep (N2) in humans. We recently showed that KCs are isolated downstates characterized by widespread cortical silence. We demonstrate here that KCs can be quasi-synchronous across scalp EEG and across much of the cortex using electrocorticography (ECOG) and localized transcortical recordings (bipolar SEEG). We examine the mechanism of synchronous KC production by creating the first conductance based thalamocortical network model of N2 sleep to generate both spontaneous spindles and KCs. Spontaneous ...

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