Prediction strength modulates responses in human area CA1 to sequence violations.

Emerging human, animal, and computational evidence suggest that, within the hippocampus, stored memories are compared with current sensory input to compute novelty, i.e., detecting when inputs deviate from expectations. Hippocampal subfield CA1 is thought to detect mismatches between past and present, and detected novelty is thought to modulate encoding processes, providing a mechanism for gating the entry of information into memory. Using high-resolution functional MRI, we examined human hippocampal subfield and medial temporal lobe cortical activation during prediction violations within a sequence of events unfolding over time. Subjects encountered sequences of four visual stimuli that were then reencountered in the same temporal order (Repeat) or a rearranged order (Violation). Prediction strength was manipulated by varying whether the sequence was initially presented once (Weak) or thrice (Strong) prior to the critical Repeat or Violation sequence. Analyses of blood oxygen level-dependent signals revealed that task-responsive voxels in anatomically defined CA1, CA23/dentate gyrus, and perirhinal cortex were more active when expectations were violated than when confirmed. Additionally, stronger prediction violations elicited greater activity than weaker violations in CA1, and CA1 contained the greatest proportion of voxels displaying this prediction violation pattern relative to other medial temporal lobe regions. Finally, a memory test with a separate group of subjects showed that subsequent recognition memory was superior for items that had appeared in prediction violation trials than in prediction confirmation trials. These findings indicate that CA1 responds to temporal order prediction violations, and that this response is modulated by prediction strength.

[1]  A. Baddeley,et al.  Context-dependent memory in two natural environments: on land and underwater. , 1975 .

[2]  M. Hasselmo,et al.  Free recall and recognition in a network model of the hippocampus: simulating effects of scopolamine on human memory function , 1997, Behavioural Brain Research.

[3]  Lauren V. Kustner,et al.  Shaping of Object Representations in the Human Medial Temporal Lobe Based on Temporal Regularities , 2012, Current Biology.

[4]  M. Mallar Chakravarty,et al.  Quantitative comparison of 21 protocols for labeling hippocampal subfields and parahippocampal subregions in in vivo MRI: Towards a harmonized segmentation protocol , 2015, NeuroImage.

[5]  R. Henson A Mini-Review of fMRI Studies of Human Medial Temporal Lobe Activity Associated with Recognition Memory , 2005, The Quarterly journal of experimental psychology. B, Comparative and physiological psychology.

[6]  Lila Davachi,et al.  Distinct Memory Signatures in the Hippocampus: Intentional States Distinguish Match and Mismatch Enhancement Signals , 2009, The Journal of Neuroscience.

[7]  Matthias J. Gruber,et al.  Hippocampal Activity Patterns Carry Information about Objects in Temporal Context , 2014, Neuron.

[8]  D. Kumaran,et al.  Which computational mechanisms operate in the hippocampus during novelty detection? , 2007, Hippocampus.

[9]  Ricardo Insausti,et al.  CHAPTER 23 – Hippocampal Formation , 2004 .

[10]  Alan C. Evans,et al.  Volumetry of temporopolar, perirhinal, entorhinal and parahippocampal cortex from high-resolution MR images: considering the variability of the collateral sulcus. , 2002, Cerebral cortex.

[11]  G. Glover,et al.  Spiral‐in/out BOLD fMRI for increased SNR and reduced susceptibility artifacts , 2001, Magnetic resonance in medicine.

[12]  Charan Ranganath,et al.  Medial Temporal Lobe Activity Predicts Successful Relational Memory Binding , 2008, The Journal of Neuroscience.

[13]  D H Brainard,et al.  The Psychophysics Toolbox. , 1997, Spatial vision.

[14]  H. Eichenbaum,et al.  Hippocampal “Time Cells” Bridge the Gap in Memory for Discontiguous Events , 2011, Neuron.

[15]  Zachariah M. Reagh,et al.  Object and spatial mnemonic interference differentially engage lateral and medial entorhinal cortex in humans , 2014, Proceedings of the National Academy of Sciences.

[16]  Charan Ranganath,et al.  Medial Temporal Lobe Coding of Item and Spatial Information during Relational Binding in Working Memory , 2014, The Journal of Neuroscience.

[17]  J. Lisman,et al.  The Hippocampal-VTA Loop: Controlling the Entry of Information into Long-Term Memory , 2005, Neuron.

[18]  Valerie A. Carr,et al.  Imaging the Human Medial Temporal Lobe with High-Resolution fMRI , 2010, Neuron.

[19]  D. Kumaran,et al.  An Unexpected Sequence of Events: Mismatch Detection in the Human Hippocampus , 2006, PLoS biology.

[20]  Shauna M. Stark,et al.  Distinct pattern separation related transfer functions in human CA3/dentate and CA1 revealed using high-resolution fMRI and variable mnemonic similarity. , 2010, Learning & memory.

[21]  H. Soininen,et al.  MR volumetric analysis of the human entorhinal, perirhinal, and temporopolar cortices. , 1998, AJNR. American journal of neuroradiology.

[22]  Jackson C Liang,et al.  Content representation in the human medial temporal lobe. , 2013, Cerebral cortex.

[23]  D. Kumaran,et al.  Match–Mismatch Processes Underlie Human Hippocampal Responses to Associative Novelty , 2007, The Journal of Neuroscience.

[24]  John D E Gabrieli,et al.  Performance-Related Sustained and Anticipatory Activity in Human Medial Temporal Lobe during Delayed Match-to-Sample , 2009, The Journal of Neuroscience.

[25]  Michael X. Cohen,et al.  Intracranial EEG Correlates of Expectancy and Memory Formation in the Human Hippocampus and Nucleus Accumbens , 2010, Neuron.

[26]  Alex Martin,et al.  Access the most recent version at doi: 10.1101/lm.251906 , 2006 .

[27]  Lila Davachi,et al.  Evidence for area CA1 as a match/mismatch detector: A high‐resolution fMRI study of the human hippocampus , 2012, Hippocampus.

[28]  Josef Parvizi,et al.  Human hippocampal increases in low-frequency power during associative prediction violations , 2013, Neuropsychologia.

[29]  D G Pelli,et al.  The VideoToolbox software for visual psychophysics: transforming numbers into movies. , 1997, Spatial vision.

[30]  M. Fyhn,et al.  Hippocampal Neurons Responding to First-Time Dislocation of a Target Object , 2002, Neuron.

[31]  L. Davachi,et al.  Temporal Memory Is Shaped by Encoding Stability and Intervening Item Reactivation , 2014, The Journal of Neuroscience.

[32]  Ravi S. Menon,et al.  Novelty responses to relational and non‐relational information in the hippocampus and the parahippocampal region: A comparison based on event‐related fMRI , 2005, Hippocampus.

[33]  Y. Miyashita,et al.  Backward spreading of memory-retrieval signal in the primate temporal cortex. , 2001, Science.

[34]  J. Lisman,et al.  Hippocampus as comparator: Role of the two input and two output systems of the hippocampus in selection and registration of information , 2001, Hippocampus.

[35]  A M Dale,et al.  Optimal experimental design for event‐related fMRI , 1999, Human brain mapping.

[36]  Y. Niv,et al.  Dialogues on prediction errors , 2008, Trends in Cognitive Sciences.

[37]  Ellen M. Migo,et al.  Associative memory and the medial temporal lobes , 2007, Trends in Cognitive Sciences.

[38]  Gary H. Glover,et al.  High-resolution fMRI of Content-sensitive Subsequent Memory Responses in Human Medial Temporal Lobe , 2010, Journal of Cognitive Neuroscience.

[39]  H. Eichenbaum,et al.  Evolution of declarative memory , 2006, Hippocampus.

[40]  Alan C. Evans,et al.  Volumetry of hippocampus and amygdala with high-resolution MRI and three-dimensional analysis software: minimizing the discrepancies between laboratories. , 2000, Cerebral cortex.

[41]  R. Henson,et al.  A familiarity signal in human anterior medial temporal cortex? , 2003, Hippocampus.

[42]  Gary H. Glover,et al.  High-resolution fMRI Reveals Match Enhancement and Attentional Modulation in the Human Medial Temporal Lobe , 2011, Journal of Cognitive Neuroscience.

[43]  Stephen A. Engel,et al.  Application of Cortical Unfolding Techniques to Functional MRI of the Human Hippocampal Region , 2000, NeuroImage.

[44]  G. Glover,et al.  Associative retrieval processes in the human medial temporal lobe: hippocampal retrieval success and CA1 mismatch detection. , 2011, Learning & memory.

[45]  Anthony D Wagner,et al.  Conceptual and perceptual novelty effects in human medial temporal cortex , 2005, Hippocampus.

[46]  D. Kumaran,et al.  Novelty signals: a window into hippocampal information processing , 2009, Trends in Cognitive Sciences.

[47]  S. Engel,et al.  Dynamics of the Hippocampus During Encoding and Retrieval of Face-Name Pairs , 2003, Science.

[48]  G. Glover,et al.  Regularized higher‐order in vivo shimming , 2002, Magnetic resonance in medicine.