Literature DB >> 26906506

Computational principles of memory.

Rishidev Chaudhuri1, Ila Fiete1.   

Abstract

The ability to store and later use information is essential for a variety of adaptive behaviors, including integration, learning, generalization, prediction and inference. In this Review, we survey theoretical principles that can allow the brain to construct persistent states for memory. We identify requirements that a memory system must satisfy and analyze existing models and hypothesized biological substrates in light of these requirements. We also highlight open questions, theoretical puzzles and problems shared with computer science and information theory.

Mesh:

Year:  2016        PMID: 26906506     DOI: 10.1038/nn.4237

Source DB:  PubMed          Journal:  Nat Neurosci        ISSN: 1097-6256            Impact factor:   24.884


  113 in total

1.  Short-term memory in orthogonal neural networks.

Authors:  Olivia L White; Daniel D Lee; Haim Sompolinsky
Journal:  Phys Rev Lett       Date:  2004-04-09       Impact factor: 9.161

2.  Attractor-map versus autoassociation based attractor dynamics in the hippocampal network.

Authors:  Laura L Colgin; Stefan Leutgeb; Karel Jezek; Jill K Leutgeb; Edvard I Moser; Bruce L McNaughton; May-Britt Moser
Journal:  J Neurophysiol       Date:  2010-05-05       Impact factor: 2.714

3.  Chaotic dynamics on large networks.

Authors:  J C Sprott
Journal:  Chaos       Date:  2008-06       Impact factor: 3.642

Review 4.  Cellular basis of working memory.

Authors:  P S Goldman-Rakic
Journal:  Neuron       Date:  1995-03       Impact factor: 17.173

Review 5.  A neural substrate of prediction and reward.

Authors:  W Schultz; P Dayan; P R Montague
Journal:  Science       Date:  1997-03-14       Impact factor: 47.728

6.  Computing with neural circuits: a model.

Authors:  J J Hopfield; D W Tank
Journal:  Science       Date:  1986-08-08       Impact factor: 47.728

7.  Excitatory and inhibitory interactions in localized populations of model neurons.

Authors:  H R Wilson; J D Cowan
Journal:  Biophys J       Date:  1972-01       Impact factor: 4.033

8.  Neuron activity related to short-term memory.

Authors:  J M Fuster; G E Alexander
Journal:  Science       Date:  1971-08-13       Impact factor: 47.728

9.  Biochemical principles underlying the stable maintenance of LTP by the CaMKII/NMDAR complex.

Authors:  John Lisman; Sridhar Raghavachari
Journal:  Brain Res       Date:  2014-12-13       Impact factor: 3.252

10.  Visual long-term memory has a massive storage capacity for object details.

Authors:  Timothy F Brady; Talia Konkle; George A Alvarez; Aude Oliva
Journal:  Proc Natl Acad Sci U S A       Date:  2008-09-11       Impact factor: 11.205

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  50 in total

Review 1.  Mechanisms of Persistent Activity in Cortical Circuits: Possible Neural Substrates for Working Memory.

Authors:  Joel Zylberberg; Ben W Strowbridge
Journal:  Annu Rev Neurosci       Date:  2017-07-25       Impact factor: 12.449

Review 2.  Long-Term Plasticity of Neurotransmitter Release: Emerging Mechanisms and Contributions to Brain Function and Disease.

Authors:  Hannah R Monday; Thomas J Younts; Pablo E Castillo
Journal:  Annu Rev Neurosci       Date:  2018-04-25       Impact factor: 12.449

Review 3.  How neuroscience can inform the study of individual differences in cognitive abilities.

Authors:  Dennis J McFarland
Journal:  Rev Neurosci       Date:  2017-05-24       Impact factor: 4.353

4.  Targeted photostimulation uncovers circuit motifs supporting short-term memory.

Authors:  Kayvon Daie; Karel Svoboda; Shaul Druckmann
Journal:  Nat Neurosci       Date:  2021-01-25       Impact factor: 24.884

5.  CREB decreases astrocytic excitability by modifying subcellular calcium fluxes via the sigma-1 receptor.

Authors:  A Eraso-Pichot; R Larramona-Arcas; E Vicario-Orri; R Villalonga; L Pardo; E Galea; R Masgrau
Journal:  Cell Mol Life Sci       Date:  2016-10-19       Impact factor: 9.261

6.  Persistent Spiking Activity Underlies Working Memory.

Authors:  Christos Constantinidis; Shintaro Funahashi; Daeyeol Lee; John D Murray; Xue-Lian Qi; Min Wang; Amy F T Arnsten
Journal:  J Neurosci       Date:  2018-08-08       Impact factor: 6.167

7.  Recurrent circuitry is required to stabilize piriform cortex odor representations across brain states.

Authors:  Kevin A Bolding; Shivathmihai Nagappan; Bao-Xia Han; Fan Wang; Kevin M Franks
Journal:  Elife       Date:  2020-07-14       Impact factor: 8.140

8.  Conceptual and technical advances define a key moment for theoretical neuroscience.

Authors:  Anne K Churchland; L F Abbott
Journal:  Nat Neurosci       Date:  2016-03       Impact factor: 24.884

Review 9.  Computation Through Neural Population Dynamics.

Authors:  Saurabh Vyas; Matthew D Golub; David Sussillo; Krishna V Shenoy
Journal:  Annu Rev Neurosci       Date:  2020-07-08       Impact factor: 12.449

10.  Restoration of fMRI Decodability Does Not Imply Latent Working Memory States.

Authors:  Sebastian Schneegans; Paul M Bays
Journal:  J Cogn Neurosci       Date:  2017-08-18       Impact factor: 3.225

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