Abstract
The central and peripheral nervous systems manage information processing associated with cognition and behavior and information transmission from/to sensory and effector organs, respectively. Memory, which is the process by which information is encoded, stored, and retrieved, has been extensively studied from the molecular to the whole-organ level. Memory function is managed by multiple parallel neural systems across multiple spatio-temporal scales. Recently, neuroscience data measured by various methods start to be collected to organize big data. New analyses using these data can provide a deeper understanding of information processing in the nervous system. Computational theory is expected to play a dominant role in integrating memory data with knowledge collected from other scientific domains.
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Notes
- 1.
NEURON Software. Available via https://www.neuron.yale.edu/neuron/
- 2.
GENESIS Software. Available via http://genesis-sim.org/
References
Alvarez P, Squire LR (1994) Memory consolidation and the medial temporal lobe: a simple network model. Proc Natl Acad Sci USA 91(15):7041–7045. Available via http://www.ncbi.nlm.nih.gov/pubmed/8041742
Ascoli G, Polavaram S (2015) Neuroinformatics. Scholarpedia 10(11):1312
Baddeley A (2000) The episodic buffer: a new component of working memory? Trends Cogn Sci 4(11):417–423. Available via http://www.ncbi.nlm.nih.gov/pubmed/11058819
Bakker R, Wachtler T, Diesmann M (2012) CoCoMac 2.0 and the future of tract-tracing databases. Front Neuroinform 6(30). Available via http://www.ncbi.nlm.nih.gov/pubmed/23293600
Bower JM, Beeman D (2012) The book of GENESIS: exploring realistic neural models with the general neural simulation system, 2nd edn. Springer, New York
Cadieu C, Kouh M, Pasupathy A, Connor CE, Riesenhuber M, Poggio M (2007) A model of V4 shape selectivity and invariance. J Neurophysiol 98(3):1733–1750
Evans AC, Collins DL, Mills SR, Brown ED, Kelly RL, Peters TM (1993) 3D statistical neuroanatomical models from 305 MRI volumes. In: 1993 IEEE conference record nuclear science symposium and medical imaging conference, vol 3, pp 1813–1817
Felleman DJ, Van Essen DC (1991) Distributed hierarchical processing in the primate cerebral cortex. Cereb Cortex 1(1):1–47. Available via http://www.ncbi.nlm.nih.gov/pubmed/1822724
Fries P (2005) A mechanism for cognitive dynamics: neuronal communication through neuronal coherence. Trends Cogn Sci 9(10):474–80. Available via http://www.ncbi.nlm.nih.gov/pubmed/16150631
Fukushima K (2007) Neocognitron. Scholarpedia 2(1):1717. Available via http://www.scholarpedia.org/article/Neocognitron
Gray CM, König P, Engel AK, Singer W (1989) Oscillatory responses in cat visual cortex exhibit inter-columnar synchronization which reflects global stimulus properties. Nature 338(6213):334–337. Available via http://www.ncbi.nlm.nih.gov/pubmed/2922061
Hasselmo ME, Wyble BP, Wallenstein GV (1996) Encoding and retrieval of episodic memories: role of cholinergic and GABAergic modulation in the hippocampus. Hippocampus 6(6):693–708. Available via http://www.ncbi.nlm.nih.gov/pubmed/9034856
Hasselmo ME, Bódel C, Wyble BP (2002) A proposed function for hippocampal theta rhythm: separate phases of encoding and retrieval enhance reversal of prior learning. Neural Comput 14(4):793–817. Available via http://www.ncbi.nlm.nih.gov/pubmed/11936962
Hines ML, Carnevale NT (1997) The NEURON simulation environment. Neural Comput 9(6):1179–1209
Hines ML, Morse T, Migliore M, Carnevale NT, Shepherd GM (2004) ModelDB: a database to support computational neuroscience. J Comput Neurosci 17(1):7–11. Available via http://www.ncbi.nlm.nih.gov/pubmed/15218350
Marr D (1971) Simple memory: a theory for archicortex. Philos Trans R Soc B 262(841):23–81. Available via http://www.ncbi.nlm.nih.gov/pubmed/4399412
Poldrack RA, Gorgolewski KJ (2014) Making big data open: data sharing in neuroimaging. Nat Neurosci 17(11):1510–1517. Available via http://www.ncbi.nlm.nih.gov/pubmed/25349916
Poldrack RA, Barch DM, Mitchell JP, Wager TD, Wagner AD, Devlin JT, Cumba C, Koyejo O, Milham MP (2013) Toward open sharing of task-based fMRI data: the OpenfMRI project. Front Neuroinform 7(12). Available via http://www.ncbi.nlm.nih.gov/pubmed/23847528
Sato N (2017, to appear) Episodic memory and the hippocampus. In: Ahmed M (ed) Computational models of brain and behavior. Chichester: Wiley-Blackwell
Schultz W (2016) Reward functions of the basal ganglia. J Neural Transm (Vienna) 123(7):679–693. Available via http://www.ncbi.nlm.nih.gov/pubmed/26838982
Sejnowski TJ, Churchland PS, Movshon AJ (2014) Putting big data to good use in neuroscience. Nat Neurosci 17(11):1440–1441. Available via http://www.ncbi.nlm.nih.gov/pubmed/25349909
Shepherd GM (2003) The synaptic organization of the brain, 5th edn. Oxford University Press, New York
Spalding KL, Bergmann O, Alkass K, Bernard S, Salehpour M, Huttner HB, Boström E, Westerlund I, Vial C, Buchholz BA (2013) Dynamics of hippocampal neurogenesis in adult humans. Cell 153(6):1219–1227. Available via http://www.ncbi.nlm.nih.gov/pubmed/23746839
Sporns O (2010) Connectome. Scholarpedia 5(2):5584
Sporns O, Tononi G, Kötter R (2005) The human Connectome: a structural description of the human brain. PLoS Comput Biol 1(4):e42. Available via http://www.ncbi.nlm.nih.gov/pubmed/16201007
Squire LR (1992) Declarative and nondeclarative memory: multiple brain systems supporting learning and memory. J Cogn Neurosci 4(3):232–243. Available via http://www.ncbi.nlm.nih.gov/pubmed/23964880
Stephan KE, Kamper L, Bozkurt A, Burns GA, Young MP, Kötter R (2001) Advanced database methodology for the collation of connectivity data on the macaque brain (CoCoMac). Philos Trans R Soc Lond Ser B Biol Sci 356(1412):1159–1186. Available via http://www.ncbi.nlm.nih.gov/pubmed/11545697
Talairach J, Tournoux P (1998) Co-planar stereotaxic atlas of the human brain: 3-dimensional proportional system: an approach to cerebral imaging. Thieme Medical Publishers, New York
Teyler TJ, DiScenna P (1986) The hippocampal memory indexing theory. Behav Neurosci 100(2):147–154. Available via http://www.ncbi.nlm.nih.gov/pubmed/3008780
Tulving E, Craik FIM (2000) The Oxford handbook of memory. Oxford University Press, Oxford
Van Essen DC, Smith SM, Barch DM, Behrens TE, Yacoub E, Ugurbil K, WU-Minn HCP Consortium (2013) The WU-Minn human Connectome project: an overview. Neuroimage 80:62–79. Available via http://www.ncbi.nlm.nih.gov/pubmed/23684880
Varela F, Lachaux JP, Rodriguez E, Martinerie J (2001) The brainweb: phase synchronization and large-scale integration. Nat Rev Neurosci 2(4):229–239. Available via http://www.ncbi.nlm.nih.gov/pubmed/11283746
Wager TD, Lindquist M, Kaplan L (2007) Meta-analysis of functional neuroimaging data: current and future directions. Soc Cogn Affect Neurosci 2(2):150–158
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Sato, N. (2017). Memory Processing in the Nervous System. In: Schuster, A. (eds) Understanding Information. Advanced Information and Knowledge Processing. Springer, Cham. https://doi.org/10.1007/978-3-319-59090-5_5
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