Modular Realignment of Entorhinal Grid Cell Activity as a Basis for Hippocampal Remapping

Hippocampal place fields, the local regions of activity recorded from place cells in exploring rodents, can undergo large changes in relative location during remapping. This process would appear to require some form of modulated global input. Grid-cell responses recorded from layer II of medial entorhinal cortex in rats have been observed to realign concurrently with hippocampal remapping, making them a candidate input source. However, this realignment occurs coherently across colocalized ensembles of grid cells (Fyhn et al., 2007). The hypothesized entorhinal contribution to remapping depends on whether this coherence extends to all grid cells, which is currently unknown. We study whether dividing grid cells into small numbers of independently realigning modules can both account for this localized coherence and allow for hippocampal remapping. To do this, we construct a model in which place-cell responses arise from network competition mediated by global inhibition. We show that these simulated responses approximate the sparsity and spatial specificity of hippocampal activity while fully representing a virtual environment without learning. Place-field locations and the set of active place cells in one environment can be independently rearranged by changes to the underlying grid-cell inputs. We introduce new measures of remapping to assess the effectiveness of grid-cell modularity and to compare shift realignments with other geometric transformations of grid-cell responses. Complete hippocampal remapping is possible with a small number of shifting grid modules, indicating that entorhinal realignment may be able to generate place-field randomization despite substantial coherence.

[1]  Torkel Hafting,et al.  Conjunctive Representation of Position, Direction, and Velocity in Entorhinal Cortex , 2006, Science.

[2]  L. Frank,et al.  Behavioral/Systems/Cognitive Hippocampal Plasticity across Multiple Days of Exposure to Novel Environments , 2022 .

[3]  Bruce L. McNaughton,et al.  Progressive Transformation of Hippocampal Neuronal Representations in “Morphed” Environments , 2005, Neuron.

[4]  Michael E Hasselmo,et al.  Computation by oscillations: Implications of experimental data for theoretical models of grid cells , 2008, Hippocampus.

[5]  Mark C. Fuhs,et al.  A Spin Glass Model of Path Integration in Rat Medial Entorhinal Cortex , 2006, The Journal of Neuroscience.

[6]  J. Knierim,et al.  Head Direction Cell Representations Maintain Internal Coherence during Conflicting Proximal and Distal Cue Rotations: Comparison with Hippocampal Place Cells , 2006, The Journal of Neuroscience.

[7]  B. McNaughton,et al.  Experience-dependent, asymmetric expansion of hippocampal place fields. , 1997, Proceedings of the National Academy of Sciences of the United States of America.

[8]  Neil Burgess,et al.  Attractor Dynamics in the Hippocampal Representation of the Local Environment , 2005, Science.

[9]  G Buzsáki,et al.  Interneurons in the Hippocampal Dentate Gyrus: an In Vivo intracellular Study , 1997, The European journal of neuroscience.

[10]  J. O'Keefe,et al.  The hippocampus as a spatial map. Preliminary evidence from unit activity in the freely-moving rat. , 1971, Brain research.

[11]  Yoram Burakyy,et al.  Accurate Path Integration in Continuous Attractor Network Models of Grid Cells , 2009 .

[12]  E. Bostock,et al.  Experience‐dependent modifications of hippocampal place cell firing , 1991, Hippocampus.

[13]  J. Knierim,et al.  Influence of boundary removal on the spatial representations of the medial entorhinal cortex , 2008, Hippocampus.

[14]  T. Hafting,et al.  Grid cells in mice , 2008, Hippocampus.

[15]  J. O’Keefe,et al.  Dual phase and rate coding in hippocampal place cells: Theoretical significance and relationship to entorhinal grid cells , 2005, Hippocampus.

[16]  J. Lacaille,et al.  Long-term synaptic plasticity in hippocampal feedback inhibitory networks. , 2008, Progress in brain research.

[17]  M Tsodyks,et al.  Attractor neural network models of spatial maps in hippocampus , 1999, Hippocampus.

[18]  A. Treves,et al.  Hippocampal remapping and grid realignment in entorhinal cortex , 2007, Nature.

[19]  Simon M Stringer,et al.  Entorhinal cortex grid cells can map to hippocampal place cells by competitive learning , 2006, Network.

[20]  H. T. Blair,et al.  Scale-Invariant Memory Representations Emerge from Moiré Interference between Grid Fields That Produce Theta Oscillations: A Computational Model , 2007, The Journal of Neuroscience.

[21]  J. Knierim,et al.  Hippocampal place cells: Parallel input streams, subregional processing, and implications for episodic memory , 2006, Hippocampus.

[22]  Christian F. Doeller,et al.  Evidence for grid cells in a human memory network , 2010, Nature.

[23]  M. Witter The perforant path: projections from the entorhinal cortex to the dentate gyrus. , 2007, Progress in brain research.

[24]  K. Jeffery,et al.  How heterogeneous place cell responding arises from homogeneous grids—A contextual gating hypothesis , 2008, Hippocampus.

[25]  J. Lisman,et al.  The Input–Output Transformation of the Hippocampal Granule Cells: From Grid Cells to Place Fields , 2009, The Journal of Neuroscience.

[26]  G. Einevoll,et al.  From grid cells to place cells: A mathematical model , 2006, Hippocampus.

[27]  Fleur Zeldenrust,et al.  Two forms of feedback inhibition determine the dynamical state of a small hippocampal network , 2009, Neural Networks.

[28]  A. J. Hill First occurrence of hippocampal spatial firing in a new environment , 1978, Experimental Neurology.

[29]  M. Hasselmo Grid cell mechanisms and function: Contributions of entorhinal persistent spiking and phase resetting , 2008, Hippocampus.

[30]  M. Moser,et al.  Pattern Separation in the Dentate Gyrus and CA3 of the Hippocampus , 2007, Science.

[31]  J. Lisman,et al.  Role of the dual entorhinal inputs to hippocampus: a hypothesis based on cue/action (non-self/self) couplets. , 2007, Progress in brain research.

[32]  Ivan Cohen,et al.  Unitary inhibitory field potentials in the CA3 region of rat hippocampus , 2010, The Journal of physiology.

[33]  T. Hafting,et al.  Microstructure of a spatial map in the entorhinal cortex , 2005, Nature.

[34]  Francesco Savelli,et al.  Hebbian analysis of the transformation of medial entorhinal grid-cell inputs to hippocampal place fields. , 2010, Journal of neurophysiology.

[35]  N. Schmajuk Cognitive maps , 1998 .

[36]  Wulfram Gerstner,et al.  Learning Navigational Maps Through Potentiation and Modulation of Hippocampal Place Cells , 2004, Journal of Computational Neuroscience.

[37]  J. O’Keefe,et al.  An oscillatory interference model of grid cell firing , 2007, Hippocampus.

[38]  M. Moser,et al.  Representation of Geometric Borders in the Entorhinal Cortex , 2008, Science.

[39]  M. Witter Intrinsic and extrinsic wiring of CA3: indications for connectional heterogeneity. , 2007, Learning & memory.

[40]  Stefan Leutgeb,et al.  Pattern separation, pattern completion, and new neuronal codes within a continuous CA3 map. , 2007, Learning & memory.

[41]  B L McNaughton,et al.  Path Integration and Cognitive Mapping in a Continuous Attractor Neural Network Model , 1997, The Journal of Neuroscience.

[42]  Bruce L. McNaughton,et al.  Path integration and the neural basis of the 'cognitive map' , 2006, Nature Reviews Neuroscience.

[43]  G. Buzsáki,et al.  Inhibition and Brain Work , 2007, Neuron.

[44]  Bruce L. McNaughton,et al.  Environment-specific expression of the immediate-early gene Arc in hippocampal neuronal ensembles , 1999, Nature Neuroscience.

[45]  J. Knierim,et al.  Major Dissociation Between Medial and Lateral Entorhinal Input to Dorsal Hippocampus , 2005, Science.

[46]  L. Acsády,et al.  Models, structure, function: the transformation of cortical signals in the dentate gyrus. , 2007, Progress in brain research.

[47]  A. Treves,et al.  Distinct Ensemble Codes in Hippocampal Areas CA3 and CA1 , 2004, Science.

[48]  Carolyn W. Harley,et al.  Glycogen phosphorylase reactivity in the entorhinal complex in familiar and novel environments: Evidence for labile glycogenolytic modules in the rat , 2006, Journal of Chemical Neuroanatomy.

[49]  H. T. Blair,et al.  Conversion of a phase‐ to a rate‐coded position signal by a three‐stage model of theta cells, grid cells, and place cells , 2008, Hippocampus.

[50]  Roland Vollgraf,et al.  From grids to places , 2007, Journal of Computational Neuroscience.

[51]  K. Jeffery,et al.  Experience-dependent rescaling of entorhinal grids , 2007, Nature Neuroscience.

[52]  B L McNaughton,et al.  Dynamics of the hippocampal ensemble code for space. , 1993, Science.

[53]  Colin Molter,et al.  Entorhinal theta phase precession sculpts dentate gyrus place fields , 2008, Hippocampus.

[54]  R. Muller,et al.  The firing of hippocampal place cells predicts the future position of freely moving rats , 1989, The Journal of neuroscience : the official journal of the Society for Neuroscience.

[55]  J. Guzowski,et al.  Differences in Hippocampal Neuronal Population Responses to Modifications of an Environmental Context: Evidence for Distinct, Yet Complementary, Functions of CA3 and CA1 Ensembles , 2004, The Journal of Neuroscience.

[56]  T. Hafting,et al.  Finite Scale of Spatial Representation in the Hippocampus , 2008, Science.

[57]  M. Hasselmo A model of episodic memory: Mental time travel along encoded trajectories using grid cells , 2009, Neurobiology of Learning and Memory.

[58]  David S. Touretzky,et al.  The Role of the Hippocampus in Solving the Morris Water Maze , 1998, Neural Computation.

[59]  E. Moser,et al.  Spatial representation and the architecture of the entorhinal cortex , 2006, Trends in Neurosciences.

[60]  Peter Somogyi,et al.  Interneurons hyperpolarize pyramidal cells along their entire somatodendritic axis , 2009, Nature Neuroscience.

[61]  M. Quirk,et al.  Experience-Dependent Asymmetric Shape of Hippocampal Receptive Fields , 2000, Neuron.

[62]  M. Hasselmo,et al.  GABAergic modulation of hippocampal population activity: sequence learning, place field development, and the phase precession effect. , 1997, Journal of neurophysiology.

[63]  J. Knierim,et al.  Comparison of population coherence of place cells in hippocampal subfields CA1 and CA3 , 2004, Nature.

[64]  J. Knierim,et al.  Cohesiveness of spatial and directional representations recorded from neural ensembles in the anterior thalamus, parasubiculum, medial entorhinal cortex, and hippocampus , 2007, Hippocampus.

[65]  D. Amaral,et al.  Neurons, numbers and the hippocampal network. , 1990, Progress in brain research.

[66]  Mattias P. Karlsson,et al.  Network Dynamics Underlying the Formation of Sparse, Informative Representations in the Hippocampus , 2008, The Journal of Neuroscience.