scholarly journals Transformation of Independent Oscillatory Inputs into Temporally Precise Rate Codes

2016 ◽  
Author(s):  
David Tingley ◽  
Andrew A. Alexander ◽  
Laleh K. Quinn ◽  
Andrea A. Chiba ◽  
Douglas Nitz
Keyword(s):  
Field Potential ◽  
Spatial Location ◽  
Brain Regions ◽  
Synaptic Activity ◽  
Specific Rate ◽  
Attention Task ◽  
Potential Oscillations ◽  
Phase Precession ◽  
Theta Phase ◽  
Theta Phase Precession

AbstractComplex behaviors demand temporal coordination among functionally distinct brain regions. The basal forebrain’s afferent and efferent structure suggests a capacity for mediating such coordination. During performance of a selective attention task, synaptic activity in this region was dominated by four amplitude-independent oscillations temporally organized by the phase of the slowest, a theta rhythm. Further, oscillatory amplitudes were precisely organized by task epoch and a robust input/output transform, from synchronous synaptic activity to spiking rates of basal forebrain neurons, was identified. For many neurons, spiking was temporally organized as phase precessing sequences against theta band field potential oscillations. Remarkably, theta phase precession advanced in parallel to task progression, rather than absolute spatial location or time. Together, the findings reveal a process by which associative brain regions can integrate independent oscillatory inputs and transform them into sequence-specific, rate-coded outputs that are adaptive to the pace with which organisms interact with their environment.

Cognitive Map Formation Through Sequence Encoding by Theta Phase Precession

2004 ◽  
Vol 16 (12) ◽  
pp. 2665-2697 ◽  
Author(s):  
Hiroaki Wagatsuma ◽  
Yoko Yamaguchi
Keyword(s):  
Field Potential ◽  
Computer Experiments ◽  
Cognitive Map ◽  
Phase Precession ◽  
Spatial Environment ◽  
Hippocampal Network ◽  
Theta Phase ◽  
Space Coding ◽  
Temporal Sequences ◽  
Theta Phase Precession

The rodent hippocampus has been thought to represent the spatial environment as a cognitive map. The associative connections in the hippocampus imply that a neural entity represents the map as a geometrical network of hippocampal cells in terms of a chart. According to recent experimental observations, the cells fire successively relative to the theta oscillation of the local field potential, called theta phase precession, when the animal is running. This observation suggests the learning of temporal sequences with asymmetric connections in the hippocampus, but it also gives rather inconsistent implications on the formation of the chart that should consist of symmetric connections for space coding. In this study, we hypothesize that the chart is generated with theta phase coding through the integration of asymmetric connections. Our computer experiments use a hippocampal network model to demonstrate that a geometrical network is formed through running experiences in a few minutes. Asymmetric connections are found to remain and distribute heterogeneously in the network. The obtained network exhibits the spatial localization of activities at each instance as the chart does and their propagation that represents behavioral motions with multidirectional properties. We conclude that theta phase precession and the Hebbian rule with a time delay can provide the neural principles for learning the cognitive map.

scholarly journals Learning improves decoding of odor identity with phase-referenced oscillations in the olfactory bulb

2019 ◽  
Author(s):  
Justin Losacco ◽  
Daniel Ramirez-Gordillo ◽  
Jesse Gilmer ◽  
Diego Restrepo
Keyword(s):  
Olfactory Bulb ◽  
Field Potential ◽  
Gamma Oscillations ◽  
Brain Regions ◽  
Spike Timing ◽  
Potential Oscillations ◽  
Theta Oscillation ◽  
Beta Power ◽  
Early Processing ◽  
Theta Phase

AbstractLocal field potential oscillations reflect temporally coordinated neuronal ensembles— coupling distant brain regions, gating processing windows, and providing a reference for spike timing-based codes. In phase amplitude coupling (PAC), the amplitude of the envelope of a faster oscillation is larger within a phase window of a slower carrier wave. Here, we characterized PAC, and the related theta phase-referenced high gamma and beta power (PRP), in the olfactory bulb of mice learning to discriminate odorants. PAC changes throughout learning, and odorant-elicited changes in PRP increase for rewarded and decrease for unrewarded odorants. Contextual odorant identity (is the odorant rewarded?) can be decoded from peak PRP in animals proficient in odorant discrimination, but not in naïve mice. As the animal learns to discriminate the odorants the dimensionality of PRP decreases. Therefore, modulation of phase-referenced chunking of information in the course of learning plays a role in early sensory processing in olfaction.SignificanceEarly processing of olfactory information takes place in circuits undergoing slow frequency theta oscillations generated by the interplay of olfactory input modulated by sniffing and centrifugal feedback from downstream brain areas. Studies in the hippocampus and cortex suggest that different information “chunks” are conveyed at different phases of the theta oscillation. Here we show that in the olfactory bulb, the first processing station in the olfactory system, the amplitude of high frequency gamma oscillations encodes for information on whether an odorant is rewarded when it is observed at the peak phase of the theta oscillation. Furthermore, encoding of information by the theta phase-referenced gamma oscillations becomes more accurate as the animal learns to differentiate two odorants.

scholarly journals Phase Precession Through Synaptic Facilitation

2008 ◽  
Vol 20 (5) ◽  
pp. 1285-1324 ◽  
Author(s):  
Kay Thurley ◽  
Christian Leibold ◽  
Anja Gundlfinger ◽  
Dietmar Schmitz ◽  
Richard Kempter
Keyword(s):  
Mossy Fiber ◽  
Field Potential ◽  
Potential Oscillations ◽  
Synaptic Facilitation ◽  
Phase Jitter ◽  
Plausible Model ◽  
Phase Precession ◽  
Theta Phase ◽  
Mossy Fiber Synapse ◽  
Membrane Potential Oscillations

Phase precession is a relational code that is thought to be important for episodic-like memory, for instance, the learning of a sequence of places. In the hippocampus, places are encoded through bursting activity of so-called place cells. The spikes in such a burst exhibit a precession of their firing phases relative to field potential theta oscillations (4–12 Hz); the theta phase of action potentials in successive theta cycles progressively decreases toward earlier phases. The mechanisms underlying the generation of phase precession are, however, unknown. In this letter, we show through mathematical analysis and numerical simulations that synaptic facilitation in combination with membrane potential oscillations of a neuron gives rise to phase precession. This biologically plausible model reproduces experimentally observed features of phase precession, such as (1) the progressive decrease of spike phases, (2) the nonlinear and often also bimodal relation between spike phases and the animal's place, (3) the range of phase precession being smaller than one theta cycle, and (4) the dependence of phase jitter on the animal's location within the place field. The model suggests that the peculiar features of the hippocampal mossy fiber synapse, such as its large efficacy, long-lasting and strong facilitation, and its phase-locked activation, are essential for phase precession in the CA3 region of the hippocampus.

scholarly journals Learning improves decoding of odor identity with phase-referenced oscillations in the olfactory bulb

eLife ◽  
2020 ◽  
Vol 9 ◽  
Author(s):  
Justin Losacco ◽  
Daniel Ramirez-Gordillo ◽  
Jesse Gilmer ◽  
Diego Restrepo
Keyword(s):  
Olfactory Bulb ◽  
Field Potential ◽  
Brain Regions ◽  
Spike Timing ◽  
Potential Oscillations ◽  
Neuronal Ensembles ◽  
Beta Power ◽  
High Gamma ◽  
Theta Phase ◽  
Phase Amplitude

Local field potential oscillations reflect temporally coordinated neuronal ensembles—coupling distant brain regions, gating processing windows, and providing a reference for spike timing-based codes. In phase amplitude coupling (PAC), the amplitude of the envelope of a faster oscillation is larger within a phase window of a slower carrier wave. Here, we characterized PAC, and the related theta phase-referenced high gamma and beta power (PRP), in the olfactory bulb of mice learning to discriminate odorants. PAC changes throughout learning, and odorant-elicited changes in PRP increase for rewarded and decrease for unrewarded odorants. Contextual odorant identity (is the odorant rewarded?) can be decoded from peak PRP in animals proficient in odorant discrimination, but not in naïve mice. As the animal learns to discriminate the odorants the dimensionality of PRP decreases. Therefore, modulation of phase-referenced chunking of information in the course of learning plays a role in early sensory processing in olfaction.

scholarly journals Theta phase precession beyond the hippocampus

2012 ◽  
Vol 23 (1) ◽  
Author(s):  
Sushant Malhotra ◽  
Robert W.A. Cross ◽  
Matthijs A.A. van der Meer
Keyword(s):  
Phase Precession ◽  
Theta Phase ◽  
Theta Phase Precession
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