Literature DB >> 24598528

Emerging feed-forward inhibition allows the robust formation of direction selectivity in the developing ferret visual cortex.

Stephen D Van Hooser1, Gina M Escobar2, Arianna Maffei3, Paul Miller2.   

Abstract

The computation of direction selectivity requires that a cell respond to joint spatial and temporal characteristics of the stimulus that cannot be separated into independent components. Direction selectivity in ferret visual cortex is not present at the time of eye opening but instead develops in the days and weeks following eye opening in a process that requires visual experience with moving stimuli. Classic Hebbian or spike timing-dependent modification of excitatory feed-forward synaptic inputs is unable to produce direction-selective cells from unselective or weakly directionally biased initial conditions because inputs eventually grow so strong that they can independently drive cortical neurons, violating the joint spatial-temporal activation requirement. Furthermore, without some form of synaptic competition, cells cannot develop direction selectivity in response to training with bidirectional stimulation, as cells in ferret visual cortex do. We show that imposing a maximum lateral geniculate nucleus (LGN)-to-cortex synaptic weight allows neurons to develop direction-selective responses that maintain the requirement for joint spatial and temporal activation. We demonstrate that a novel form of inhibitory plasticity, postsynaptic activity-dependent long-term potentiation of inhibition (POSD-LTPi), which operates in the developing cortex at the time of eye opening, can provide synaptic competition and enables robust development of direction-selective receptive fields with unidirectional or bidirectional stimulation. We propose a general model of the development of spatiotemporal receptive fields that consists of two phases: an experience-independent establishment of initial biases, followed by an experience-dependent amplification or modification of these biases via correlation-based plasticity of excitatory inputs that compete against gradually increasing feed-forward inhibition.
Copyright © 2014 the American Physiological Society.

Entities:  

Keywords:  Hebbian learning; Reichardt detector; feed-forward; logical AND-gate; unsupervised learning

Mesh:

Year:  2014        PMID: 24598528      PMCID: PMC4099478          DOI: 10.1152/jn.00891.2013

Source DB:  PubMed          Journal:  J Neurophysiol        ISSN: 0022-3077            Impact factor:   2.714


  90 in total

1.  Functionally distinct inhibitory neurons at the first stage of visual cortical processing.

Authors:  Judith A Hirsch; Luis M Martinez; Cinthi Pillai; Jose-Manuel Alonso; Qingbo Wang; Friedrich T Sommer
Journal:  Nat Neurosci       Date:  2003-11-16       Impact factor: 24.884

2.  Triplets of spikes in a model of spike timing-dependent plasticity.

Authors:  Jean-Pascal Pfister; Wulfram Gerstner
Journal:  J Neurosci       Date:  2006-09-20       Impact factor: 6.167

3.  Spatial and temporal response properties of lagged and nonlagged cells in cat lateral geniculate nucleus.

Authors:  A B Saul; A L Humphrey
Journal:  J Neurophysiol       Date:  1990-07       Impact factor: 2.714

4.  Temporal diversity in the lateral geniculate nucleus of cat.

Authors:  J Wolfe; L A Palmer
Journal:  Vis Neurosci       Date:  1998 Jul-Aug       Impact factor: 3.241

5.  Strength and orientation tuning of the thalamic input to simple cells revealed by electrically evoked cortical suppression.

Authors:  S Chung; D Ferster
Journal:  Neuron       Date:  1998-06       Impact factor: 17.173

6.  Activity-dependent regulation of 'on' and 'off' responses in cat visual cortical receptive fields.

Authors:  D Debanne; D E Shulz; Y Fregnac
Journal:  J Physiol       Date:  1998-04-15       Impact factor: 5.182

7.  From basic network principles to neural architecture: emergence of orientation-selective cells.

Authors:  R Linsker
Journal:  Proc Natl Acad Sci U S A       Date:  1986-11       Impact factor: 11.205

8.  Contribution of linear mechanisms to the specification of local motion by simple cells in areas 17 and 18 of the cat.

Authors:  J McLean; S Raab; L A Palmer
Journal:  Vis Neurosci       Date:  1994 Mar-Apr       Impact factor: 3.241

9.  A biologically realistic model of contrast invariant orientation tuning by thalamocortical synaptic depression.

Authors:  Yoav Banitt; Kevan A C Martin; Idan Segev
Journal:  J Neurosci       Date:  2007-09-19       Impact factor: 6.167

10.  Cannabinoid-dependent potentiation of inhibition at eye opening in mouse V1.

Authors:  Yury Garkun; Arianna Maffei
Journal:  Front Cell Neurosci       Date:  2014-02-19       Impact factor: 5.505

View more
  11 in total

1.  Optogenetic spatial and temporal control of cortical circuits on a columnar scale.

Authors:  Arani Roy; Jason J Osik; Neil J Ritter; Shen Wang; James T Shaw; József Fiser; Stephen D Van Hooser
Journal:  J Neurophysiol       Date:  2015-12-02       Impact factor: 2.714

2.  Stable memory and computation in randomly rewiring neural networks.

Authors:  Daniel Acker; Suzanne Paradis; Paul Miller
Journal:  J Neurophysiol       Date:  2019-04-10       Impact factor: 2.714

3.  Visual Stimulus Speed Does Not Influence the Rapid Emergence of Direction Selectivity in Ferret Visual Cortex.

Authors:  Neil J Ritter; Nora M Anderson; Stephen D Van Hooser
Journal:  J Neurosci       Date:  2017-01-09       Impact factor: 6.167

4.  Cortical amplification models of experience-dependent development of selective columns and response sparsification.

Authors:  Ian K Christie; Paul Miller; Stephen D Van Hooser
Journal:  J Neurophysiol       Date:  2017-05-17       Impact factor: 2.714

Review 5.  Competition, inhibition, and critical periods of cortical plasticity.

Authors:  Joshua T Trachtenberg
Journal:  Curr Opin Neurobiol       Date:  2015-06-28       Impact factor: 6.627

6.  Network models of frequency modulated sweep detection.

Authors:  Steven Skorheim; Khaleel Razak; Maxim Bazhenov
Journal:  PLoS One       Date:  2014-12-16       Impact factor: 3.240

7.  The development of cortical circuits for motion discrimination.

Authors:  Gordon B Smith; Audrey Sederberg; Yishai M Elyada; Stephen D Van Hooser; Matthias Kaschube; David Fitzpatrick
Journal:  Nat Neurosci       Date:  2015-01-19       Impact factor: 24.884

8.  Training of binocular rivalry suppression suggests stimulus-specific plasticity in monocular and binocular visual areas.

Authors:  Mark Vergeer; Johan Wagemans; Raymond van Ee
Journal:  Sci Rep       Date:  2016-05-10       Impact factor: 4.379

9.  Early Development of Network Oscillations in the Ferret Visual Cortex.

Authors:  Yuhui Li; Chunxiu Yu; Zhe Charles Zhou; Iain Stitt; Kristin K Sellers; John H Gilmore; Flavio Frohlich
Journal:  Sci Rep       Date:  2017-12-19       Impact factor: 4.379

Review 10.  Does experience provide a permissive or instructive influence on the development of direction selectivity in visual cortex?

Authors:  Arani Roy; Ian K Christie; Gina M Escobar; Jason J Osik; Marjena Popović; Neil J Ritter; Andrea K Stacy; Shen Wang; Jozsef Fiser; Paul Miller; Stephen D Van Hooser
Journal:  Neural Dev       Date:  2018-07-12       Impact factor: 3.842

View more

北京卡尤迪生物科技股份有限公司 © 2022-2023.