Short term plasticity provides temporal filtering at chemical synapses

Bruce P. Graham; Christian Stricker

doi:10.1007/978-3-540-87559-8_28

Short term plasticity provides temporal filtering at chemical synapses

Bruce P. Graham, Christian Stricker

Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › peer-review

6 Citations (Scopus)

Abstract

Chemical synapses exhibit a wide range of mechanisms that modulate the postsynaptic response due to presynaptic action potentials (APs) as a function of the arrival pattern of the presynaptic APs. Here we demonstrate that combinations of depression, facilitation and frequency-dependent recovery will give synapses that are either sensitive to the steady-state input signal, or to the onsets and offsets of signal transients. In addition, a synapse may be tuned to preferentially respond to low frequency modulation of an input signal.

Original language	English
Title of host publication	Artificial Neural Networks - ICANN 2008 - 18th International Conference, Proceedings
Pages	268-276
Number of pages	9
Edition	PART 2
DOIs	https://doi.org/10.1007/978-3-540-87559-8_28
Publication status	Published - 2008
Event	18th International Conference on Artificial Neural Networks, ICANN 2008 - Prague, Czech Republic Duration: 3 Sept 2008 → 6 Sept 2008

Publication series

Name	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Number	PART 2
Volume	5164 LNCS
ISSN (Print)	0302-9743
ISSN (Electronic)	1611-3349

Conference

Conference	18th International Conference on Artificial Neural Networks, ICANN 2008
Country/Territory	Czech Republic
City	Prague
Period	3/09/08 → 6/09/08

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10.1007/978-3-540-87559-8_28

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Graham, B. P., & Stricker, C. (2008). Short term plasticity provides temporal filtering at chemical synapses. In Artificial Neural Networks - ICANN 2008 - 18th International Conference, Proceedings (PART 2 ed., pp. 268-276). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 5164 LNCS, No. PART 2). https://doi.org/10.1007/978-3-540-87559-8_28

Graham, Bruce P. ; Stricker, Christian. / Short term plasticity provides temporal filtering at chemical synapses. Artificial Neural Networks - ICANN 2008 - 18th International Conference, Proceedings. PART 2. ed. 2008. pp. 268-276 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); PART 2).

@inproceedings{e5b27b86ac2645b7bda8ea2a2b2c551f,

title = "Short term plasticity provides temporal filtering at chemical synapses",

abstract = "Chemical synapses exhibit a wide range of mechanisms that modulate the postsynaptic response due to presynaptic action potentials (APs) as a function of the arrival pattern of the presynaptic APs. Here we demonstrate that combinations of depression, facilitation and frequency-dependent recovery will give synapses that are either sensitive to the steady-state input signal, or to the onsets and offsets of signal transients. In addition, a synapse may be tuned to preferentially respond to low frequency modulation of an input signal.",

keywords = "Depression, Facilitation, Short term plasticity, Synaptic transmission",

author = "Graham, \{Bruce P.\} and Christian Stricker",

year = "2008",

doi = "10.1007/978-3-540-87559-8\_28",

language = "English",

isbn = "3540875581",

series = "Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)",

number = "PART 2",

pages = "268--276",

booktitle = "Artificial Neural Networks - ICANN 2008 - 18th International Conference, Proceedings",

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note = "18th International Conference on Artificial Neural Networks, ICANN 2008 ; Conference date: 03-09-2008 Through 06-09-2008",

}

Graham, BP & Stricker, C 2008, Short term plasticity provides temporal filtering at chemical synapses. in Artificial Neural Networks - ICANN 2008 - 18th International Conference, Proceedings. PART 2 edn, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), no. PART 2, vol. 5164 LNCS, pp. 268-276, 18th International Conference on Artificial Neural Networks, ICANN 2008, Prague, Czech Republic, 3/09/08. https://doi.org/10.1007/978-3-540-87559-8_28

Short term plasticity provides temporal filtering at chemical synapses. / Graham, Bruce P.; Stricker, Christian.
Artificial Neural Networks - ICANN 2008 - 18th International Conference, Proceedings. PART 2. ed. 2008. p. 268-276 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 5164 LNCS, No. PART 2).

Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › peer-review

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T1 - Short term plasticity provides temporal filtering at chemical synapses

AU - Graham, Bruce P.

AU - Stricker, Christian

PY - 2008

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N2 - Chemical synapses exhibit a wide range of mechanisms that modulate the postsynaptic response due to presynaptic action potentials (APs) as a function of the arrival pattern of the presynaptic APs. Here we demonstrate that combinations of depression, facilitation and frequency-dependent recovery will give synapses that are either sensitive to the steady-state input signal, or to the onsets and offsets of signal transients. In addition, a synapse may be tuned to preferentially respond to low frequency modulation of an input signal.

AB - Chemical synapses exhibit a wide range of mechanisms that modulate the postsynaptic response due to presynaptic action potentials (APs) as a function of the arrival pattern of the presynaptic APs. Here we demonstrate that combinations of depression, facilitation and frequency-dependent recovery will give synapses that are either sensitive to the steady-state input signal, or to the onsets and offsets of signal transients. In addition, a synapse may be tuned to preferentially respond to low frequency modulation of an input signal.

KW - Depression

KW - Facilitation

KW - Short term plasticity

KW - Synaptic transmission

UR - https://www.scopus.com/pages/publications/51849084235

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DO - 10.1007/978-3-540-87559-8_28

M3 - Conference Paper

SN - 3540875581

SN - 9783540875581

T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

SP - 268

EP - 276

BT - Artificial Neural Networks - ICANN 2008 - 18th International Conference, Proceedings

T2 - 18th International Conference on Artificial Neural Networks, ICANN 2008

Y2 - 3 September 2008 through 6 September 2008

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Graham BP, Stricker C. Short term plasticity provides temporal filtering at chemical synapses. In Artificial Neural Networks - ICANN 2008 - 18th International Conference, Proceedings. PART 2 ed. 2008. p. 268-276. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); PART 2). doi: 10.1007/978-3-540-87559-8_28

Short term plasticity provides temporal filtering at chemical synapses

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