Literature DB >> 26791199

The Behavioral Relevance of Cortical Neural Ensemble Responses Emerges Suddenly.

Brian F Sadacca1, Narendra Mukherjee2, Tony Vladusich1, Jennifer X Li2, Donald B Katz3, Paul Miller4.   

Abstract

Whereas many laboratory-studied decisions involve a highly trained animal identifying an ambiguous stimulus, many naturalistic decisions do not. Consumption decisions, for instance, involve determining whether to eject or consume an already identified stimulus in the mouth and are decisions that can be made without training. By standard analyses, rodent cortical single-neuron taste responses come to predict such consumption decisions across the 500 ms preceding the consumption or rejection itself; decision-related firing emerges well after stimulus identification. Analyzing single-trial ensemble activity using hidden Markov models, we show these decision-related cortical responses to be part of a reliable sequence of states (each defined by the firing rates within the ensemble) separated by brief state-to-state transitions, the latencies of which vary widely between trials. When we aligned data to the onset of the (late-appearing) state that dominates during the time period in which single-neuron firing is correlated to taste palatability, the apparent ramp in stimulus-aligned choice-related firing was shown to be a much more precipitous coherent jump. This jump in choice-related firing resembled a step function more than it did the output of a standard (ramping) decision-making model, and provided a robust prediction of decision latency in single trials. Together, these results demonstrate that activity related to naturalistic consumption decisions emerges nearly instantaneously in cortical ensembles. Significance statement: This paper provides a description of how the brain makes evaluative decisions. The majority of work on the neurobiology of decision making deals with "what is it?" decisions; out of this work has emerged a model whereby neurons accumulate information about the stimulus in the form of slowly increasing firing rates and reach a decision when those firing rates reach a threshold. Here, we study a different kind of more naturalistic decision--a decision to evaluate "what shall I do with it?" after the identity of a taste in the mouth has been identified--and show that this decision is not made through the gradual increasing of stimulus-related firing, but rather that this decision appears to be made in a sudden moment of "insight."
Copyright © 2016 the authors 0270-6474/16/360655-15$15.00/0.

Keywords:  attractor; cortex; decision; gustatory; hidden Markov models; taste

Mesh:

Year:  2016        PMID: 26791199      PMCID: PMC4719008          DOI: 10.1523/JNEUROSCI.2265-15.2016

Source DB:  PubMed          Journal:  J Neurosci        ISSN: 0270-6474            Impact factor:   6.167


  77 in total

1.  What psychological process mediates feeding evoked by electrical stimulation of the lateral hypothalamus?

Authors:  K C Berridge; E S Valenstein
Journal:  Behav Neurosci       Date:  1991-02       Impact factor: 1.912

2.  A general mechanism for perceptual decision-making in the human brain.

Authors:  H R Heekeren; S Marrett; P A Bandettini; L G Ungerleider
Journal:  Nature       Date:  2004-10-14       Impact factor: 49.962

3.  Noise-induced alternations in an attractor network model of perceptual bistability.

Authors:  Rubén Moreno-Bote; John Rinzel; Nava Rubin
Journal:  J Neurophysiol       Date:  2007-07-05       Impact factor: 2.714

4.  Perceptual detection as a dynamical bistability phenomenon: a neurocomputational correlate of sensation.

Authors:  Gustavo Deco; Mar Pérez-Sanagustín; Victor de Lafuente; Ranulfo Romo
Journal:  Proc Natl Acad Sci U S A       Date:  2007-12-05       Impact factor: 11.205

5.  Temporal characterization of the neural correlates of perceptual decision making in the human brain.

Authors:  Marios G Philiastides; Paul Sajda
Journal:  Cereb Cortex       Date:  2005-07-13       Impact factor: 5.357

6.  Taste stimuli: quality coding time.

Authors:  B P Halpern; D N Tapper
Journal:  Science       Date:  1971-03-26       Impact factor: 47.728

7.  Neural basis of a perceptual decision in the parietal cortex (area LIP) of the rhesus monkey.

Authors:  M N Shadlen; W T Newsome
Journal:  J Neurophysiol       Date:  2001-10       Impact factor: 2.714

8.  Role of the insular cortex in taste familiarity.

Authors:  Rodrigo Moraga-Amaro; Andrés Cortés-Rojas; Felipe Simon; Jimmy Stehberg
Journal:  Neurobiol Learn Mem       Date:  2013-12-01       Impact factor: 2.877

9.  Gustatory neural coding in the monkey cortex: stimulus quality.

Authors:  V L Smith-Swintosky; C R Plata-Salaman; T R Scott
Journal:  J Neurophysiol       Date:  1991-10       Impact factor: 2.714

10.  Temporal integration of olfactory perceptual evidence in human orbitofrontal cortex.

Authors:  Nicholas E Bowman; Konrad P Kording; Jay A Gottfried
Journal:  Neuron       Date:  2012-09-06       Impact factor: 17.173

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  31 in total

1.  Impact of precisely-timed inhibition of gustatory cortex on taste behavior depends on single-trial ensemble dynamics.

Authors:  Narendra Mukherjee; Joseph Wachutka; Donald B Katz
Journal:  Elife       Date:  2019-06-24       Impact factor: 8.140

2.  Interaction of Taste and Place Coding in the Hippocampus.

Authors:  Linnea E Herzog; Leila May Pascual; Seneca J Scott; Elon R Mathieson; Donald B Katz; Shantanu P Jadhav
Journal:  J Neurosci       Date:  2019-02-18       Impact factor: 6.167

3.  Recognizing Taste: Coding Patterns Along the Neural Axis in Mammals.

Authors:  Kathrin Ohla; Ryusuke Yoshida; Stephen D Roper; Patricia M Di Lorenzo; Jonathan D Victor; John D Boughter; Max Fletcher; Donald B Katz; Nirupa Chaudhari
Journal:  Chem Senses       Date:  2019-04-15       Impact factor: 3.160

4.  Spatial encoding in dorsomedial prefrontal cortex and hippocampus is related during deliberation.

Authors:  Brendan M Hasz; A David Redish
Journal:  Hippocampus       Date:  2020-08-18       Impact factor: 3.899

5.  Single-neuron responses to intraoral delivery of odor solutions in primary olfactory and gustatory cortex.

Authors:  Joost X Maier
Journal:  J Neurophysiol       Date:  2016-12-21       Impact factor: 2.714

Review 6.  Cortical computations via metastable activity.

Authors:  Giancarlo La Camera; Alfredo Fontanini; Luca Mazzucato
Journal:  Curr Opin Neurobiol       Date:  2019-07-18       Impact factor: 6.627

7.  Single and population coding of taste in the gustatory cortex of awake mice.

Authors:  David Levitan; Jian-You Lin; Joseph Wachutka; Narendra Mukherjee; Sacha B Nelson; Donald B Katz
Journal:  J Neurophysiol       Date:  2019-07-24       Impact factor: 2.714

Review 8.  A gustocentric perspective to understanding primary sensory cortices.

Authors:  Roberto Vincis; Alfredo Fontanini
Journal:  Curr Opin Neurobiol       Date:  2016-07-22       Impact factor: 6.627

Review 9.  Itinerancy between attractor states in neural systems.

Authors:  Paul Miller
Journal:  Curr Opin Neurobiol       Date:  2016-06-16       Impact factor: 6.627

10.  State-Dependent Regulation of Cortical Processing Speed via Gain Modulation.

Authors:  David Wyrick; Luca Mazzucato
Journal:  J Neurosci       Date:  2021-04-15       Impact factor: 6.167

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