DocumentCode
2778195
Title
Why is it hard to induce long-term depression?
Author
Benuskova, Lubica
Author_Institution
Dept. of Comput. Sci., Univ. of Otago, Dunedin, New Zealand
fYear
2012
fDate
10-15 June 2012
Firstpage
1
Lastpage
7
Abstract
Most of the interest in computational modelling is devoted to the phenomenon of long-term potentiation (LTP) of synaptic efficacy. Long-term depression (LTD) of synaptic connections is often overlooked. We have found that it is in fact very difficult to induce LTD experimentally and the conditions for LTD induction are much less clear than those for induction of LTP. We concentrate on granule cells in the hippocampal dentate gyrus and using the spike-timing-dependent plasticity (STDP) rule with metaplasticity we show that to evoke homosynaptic LTD or depotentiation of previously potentiated synapses in the spiking model of granule cell is not easy similarly like in a number of experimental studies. On the other hand, heterosynaptic LTD, which accompanies homosynaptic LTP is induced readily both in the model as well as in experiments. We offer possible explanation of these phenomena from STDP, metaplasticity and spontaneous activity.
Keywords
biology computing; cellular biophysics; neurophysiology; LTD induction; STDP rule; computational modelling; granule cell; heterosynaptic LTD; hippocampal dentate gyrus; homosynaptic LTD; homosynaptic LTP; long-term depression; long-term potentiation; metaplasticity; spike-timing-dependent plasticity rule; spiking model; spontaneous activity; synaptic connection; synaptic efficacy; Computational modeling; Frequency modulation; In vivo; Mathematical model; Neurons; Protocols; Timing; computational neuroscience; metaplasticity; spike-timing dependent plasticity; synaptic plasticity;
fLanguage
English
Publisher
ieee
Conference_Titel
Neural Networks (IJCNN), The 2012 International Joint Conference on
Conference_Location
Brisbane, QLD
ISSN
2161-4393
Print_ISBN
978-1-4673-1488-6
Electronic_ISBN
2161-4393
Type
conf
DOI
10.1109/IJCNN.2012.6252827
Filename
6252827
Link To Document