Opinion
Mechanisms underlying working memory for novel information

https://doi.org/10.1016/j.tics.2006.09.005Get rights and content

In this Opinion article we describe a theory that the brain mechanisms underlying working memory for novel information include a buffer in parahippocampal cortices. Computational modeling indicates that mechanisms for maintaining novel information in working memory could differ from mechanisms for maintaining familiar information. Electrophysiological data suggest that the buffer for novel information depends on acetylcholine. Acetylcholine activates single-cell mechanisms that underlie persistent spiking of neurons in the absence of synaptic transmission, allowing maintenance of information without prior synaptic modification. fMRI studies and lesion studies suggest that parahippocampal regions mediate working memory for novel stimuli, and the effects of cholinergic blockade impair this function. These intrinsic mechanisms in parahippocampal cortices provide an important alternative to theories of working memory based on recurrent synaptic excitation.

Introduction

Research has demonstrated the existence of multiple memory systems, including working memory, which is defined as a limited capacity system for the temporary storage and manipulation of information for cognitive tasks 1, 2. Many initial fMRI studies of working memory in humans used highly familiar stimuli such as letters and words, and focused primarily on a system that includes prefrontal cortex and parietal cortex 1, 2, 3. However, electrophysiological and lesion studies in animals and recent imaging studies suggest that temporal lobe structures play a crucial role in working memory 4, 5, 6. Here we present the theory that working memory for novel information differs from working memory for familiar information, proposing that novel stimuli require additional cellular mechanisms within the entorhinal and perirhinal cortex, whereas prefrontal and parietal systems are sufficient for maintaining familiar stimuli in working memory. We are not proposing a double dissociation between the systems, but instead we suggest that the prefrontal–parietal system alone is insufficient for maintaining information that has no prior representation in the brain. We hypothesize that cholinergic activation of these single neuron mechanisms results in persistent spiking activity without excitatory synaptic transmission between neurons (Figure 1 and Box 1). This theory provides an alternative to many physiological models of working memory that use recurrent excitation between neurons to maintain persistent spiking [7]. Those other models, based on recurrent excitation, can only maintain information consistent with previously formed representations (i.e. familiar information).

In this article, we evaluate experimental data 6, 8, 9, 10 and computational modeling 11, 12, 13 that support the proposal that working memory for novel stimuli requires additional cellular mechanisms activated by acetylcholine in the entorhinal cortex and other parahippocampal cortices and that differ substantially from the mechanisms required for working memory for familiar stimuli. In each section we first evaluate evidence for the role of this cellular mechanism in the active maintenance of novel stimuli for working memory, and, if evidence is available, we consider a role for this mechanism in encoding long-term memories.

Section snippets

Working memory

Lesion studies suggest an important role for parahippocampal regions in working memory for novel stimuli. Although cortical regions including prefrontal cortex and parietal cortex show activity during working memory for novel stimuli [14], these regions do not seem to be sufficient to perform working memory for novel stimuli at normal levels when parahippocampal regions are lesioned, although they are sufficient to maintain normal working memory for familiar stimuli. Many studies test working

Working memory

Functional neuroimaging studies support the idea that working memory for novel stimuli requires the additional recruitment of parahippocampal regions. Early functional neuroimaging studies of working memory emphasized the role of prefrontal and parietal cortices, and most studies were carried out using highly familiar stimuli, including letters, words, simple objects and spatial locations [26]. Surprisingly, these early fMRI studies of working memory did not report activity within

Working memory

Studies of the behavioral effects of drugs that block muscarinic acetylcholine receptors support a role for cholinergic modulation in the entorhinal cortex in the short-term retention of novel memories. Systemic injections of muscarinic acetylcholine blockers such as scopolamine impair DMS performance in monkeys at delays on the order of several seconds [31], and impair the arm choice behavior of rats in an eight-arm radial maze when there is a delay between the individual choices [32]. In

Cellular physiology

The proposal of a working memory system for novel stimuli presented here was initially motivated by intracellular single-cell recordings of memory mechanisms 8, 47. Recordings in the laboratory of Angel Alonso demonstrated that single neurons in layer II of slice preparations of the entorhinal cortex, isolated from other neurons by pharmacological blockade of excitatory and inhibitory synaptic transmission, can maintain memory for prior input in the form of persistent spiking activity (Figure 3

Recording of spiking activity during behavior

The theory that the Alonso current in the entorhinal cortex contributes to the maintenance of working memory is supported by recordings of the spiking activity of single neurons in animals performing delayed matching tasks. Sustained spiking activity during delay periods has been shown for neurons in parahippocampal cortices, including the entorhinal cortex, in rats performing a continuous DNMS task with odors [10] and in monkeys during performance of DMS tasks with complex visual stimuli [30].

Summary and future directions

The experimental data and computational modeling reviewed here support the hypothesis that intrinsic single neuron mechanisms in parahippocampal cortices mediate working memory for novel stimuli. Studies using techniques at several different levels support this hypothesis. However, further work at the behavioral level is needed to test whether blockade of cholinergic receptors will selectively impair active maintenance of novel but not familiar stimuli in the same task in humans, possibly by

Acknowledgements

This work was supported by NINDS 41636, NIMH 60013, NIMH 61492, NIMH 60450, NSF Science of Learning Center SBE0354378 and NIDA 16454 as part of the joint NSF/NIH program for Collaborative Research in Computational Neuroscience (CRCNS).

References (60)

  • A. Baddeley

    The episodic buffer: a new component of working memory?

    Trends Cogn. Sci.

    (2000)
  • H. Eichenbaum et al.

    From Conditioning to Conscious Recollection: Memory Systems of the Brain

    (2001)
  • J.M. Fuster

    Memory networks in the prefrontal cortex

    Prog. Brain Res.

    (2000)
  • C. Ranganath et al.

    Directing the mind's eye: prefrontal, inferior and medial temporal mechanisms for visual working memory

    Curr. Opin. Neurobiol.

    (2005)
  • C.E. Stern

    Medial temporal and prefrontal contributions to working memory tasks with novel and familiar stimuli

    Hippocampus

    (2001)
  • K. Schon

    Scopolamine reduces persistent activity related to long-term encoding in the parahippocampal gyrus during delayed matching in humans

    J. Neurosci.

    (2005)
  • D. Durstewitz

    Neurocomputational models of working memory

    Nat. Neurosci.

    (2000)
  • R. Klink et al.

    Muscarinic modulation of the oscillatory and repetitive firing properties of entorhinal cortex layer II neurons

    J. Neurophysiol.

    (1997)
  • A.V. Egorov

    Graded persistent activity in entorhinal cortex neurons

    Nature

    (2002)
  • B.J. Young

    Memory representation within the parahippocampal region

    J. Neurosci.

    (1997)
  • J.E. Lisman et al.

    Storage of 7 ± 2 short-term memories in oscillatory subcycles

    Science

    (1995)
  • O. Jensen et al.

    Novel lists of 7 ± 2 known items can be reliably stored in an oscillatory short-term memory network: interaction with long-term memory

    Learn. Mem.

    (1996)
  • E. Fransen

    Simulations of the role of the muscarinic-activated calcium-sensitive nonspecific cation current INCM in entorhinal neuronal activity during delayed matching tasks

    J. Neurosci.

    (2002)
  • W.F. Asaad

    Neural activity in the primate prefrontal cortex during associative learning

    Neuron

    (1998)
  • M.J. Eacott

    Preserved recognition memory for small sets, and impaired stimulus identification for large sets, following rhinal cortex ablations in monkeys

    Eur. J. Neurosci.

    (1994)
  • T. Otto et al.

    Complementary roles of the orbital prefrontal cortex and the perirhinal entorhinal cortices in an odor-guided delayed-nonmatching-to-sample task

    Behav. Neurosci.

    (1992)
  • S. Corkin

    Lasting consequences of bilateral medial temporal lobectomy: clinical course and experimental findings in HM

    Semin. Neurol.

    (1984)
  • D. Gaffan et al.

    Monkeys (Macaca fascicularis) with rhinal cortex ablations succeed in object discrimination learning despite 24-hr intervals and fail at matching to sample despite double sample presentations

    Behav. Neurosci.

    (1992)
  • L.R. Squire

    The medial temporal lobe

    Annu. Rev. Neurosci.

    (2004)
  • I.R. Olson

    Working memory for conjunctions relies on the medial temporal lobe

    J. Neurosci.

    (2006)
  • I.R. Olson

    Visual working memory is impaired when the medial temporal lobe is damaged

    J. Cogn. Neurosci.

    (2006)
  • C. Ranganath et al.

    Doubts about double dissociations between short- and long-term memory

    Trends Cogn. Sci.

    (2005)
  • P. Alvarez

    The animal model of human amnesia: long-term memory impaired and short-term memory intact

    Proc. Natl. Acad. Sci. U. S. A.

    (1994)
  • R.A. Koene

    Modeling goal-directed spatial navigation in the rat based on physiological data from the hippocampal formation

    Neural Netw.

    (2003)
  • O. Jensen et al.

    Hippocampal sequence-encoding driven by a cortical multi-item working memory buffer

    Trends Neurosci.

    (2005)
  • T.S. Braver

    A parametric study of prefrontal cortex involvement in human working memory

    Neuroimage

    (1997)
  • C. Ranganath et al.

    Medial temporal lobe activity associated with active maintenance of novel information

    Neuron

    (2001)
  • C. Ranganath et al.

    Neural mechanisms for detecting and remembering novel events

    Nat. Rev. Neurosci.

    (2003)
  • K. Schon

    Persistence of parahippocampal representation in the absence of stimulus input enhances long-term encoding: a functional magnetic resonance imaging study of subsequent memory after a delayed match-to-sample task

    J. Neurosci.

    (2004)
  • W.A. Suzuki

    Object and place memory in the macaque entorhinal cortex

    J. Neurophysiol.

    (1997)
  • Cited by (203)

    • Role of prediction error and the cholinergic system on memory reconsolidation processes in mice

      2021, Neurobiology of Learning and Memory
      Citation Excerpt :

      These receptors can be divided in two broad families: nicotinic (nAChRs, ligan-gated ion channels) (Albuquerque, Pereira, Alkondon, & Rogers, 2009) and muscarinic (mAChRs, a seven -transmembrane G-protein-coupled receptor) (Bubser, Byun, Wood, & Jones, 2012). Previous studies showed that the cholinergic system facilitates cue detection and attentional performance (Hasselmo & Sarter, 2011; Hasselmo & Stern, 2006). A blockade of the cholinergic system with pre-training administration of specific antagonists leads to changes in attentional processes and encoding; possibly altering acquisition of the novel information and causing subsequent memory impairment.

    View all citing articles on Scopus
    View full text