A functional hypothesis for adult hippocampal neurogenesis: Avoidance of catastrophic interference in the dentate gyrus

被引:218
|
作者
Wiskott, L
Rasch, MJ
Kempermann, G
机构
[1] Humboldt Univ, Inst Theoret Biol, D-10115 Berlin, Germany
[2] Max Delbruck Ctr Mol Med, Berlin, Germany
[3] Univ Med Berlin, Charite, Dept Expt Neurol, Berlin, Germany
关键词
hippocampus; network model; autoencoder network; adaptation;
D O I
10.1002/hipo.20167
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
The dentate gyrus is part of the hippocampal memory system and special in that it generates new neurons throughout life. Here we discuss the question of what the functional role of these new neurons might be. Our hypothesis is that they help the dentate gyrus to avoid the problem of catastrophic interference when adapting to new 14 environments. We assume that old neurons are rather stable and preserve an optimal encoding learned for known environments while new neurons are plastic to adapt to those features that are qualitatively new in a new environment. A simple network simulation demonstrates that adding new plastic neurons is indeed a successful strategy for adaptation without catastrophic interference. (c) 2006 Wiley-Liss, Inc.
引用
收藏
页码:329 / 343
页数:15
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