Paper Abstract and Keywords |
Presentation |
2007-03-16 15:30
Waveform Information Transmission Characteristics of Asynchronous Pulse-Type Hardware NN Focus on the Instantaneous Firing Rate Ken Saito, Hitoshi Irie, Yoshifumi Sekine (Nihon Univ.) |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
We study the waveform transmission of pulse train which propagates the NN using hardware model. In this paper, we study the waveform information transmission characteristics of neuron when inputting the pulse train which is higher than the upper limit of firing rate model can output by using pulse-type hardware neuron model. We clarify the response characteristics by using the instantaneous firing rate which is the reciprocals of every model’s output pulse intervals. And then it clarifies the transmission characteristics of the pulse timings when inputting the periodic pulse train and the asynchronous pulse train respectively. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Pulse-Type Hardware Neuron Model / Asynchronous Pulse Train / Instantaneous Firing Rate / Pulse Timings / Transmission Characteristics / / / |
Reference Info. |
IEICE Tech. Rep., vol. 106, no. 590, NC2006-213, pp. 149-154, March 2007. |
Paper # |
NC2006-213 |
Date of Issue |
2007-03-09 (NC) |
ISSN |
Print edition: ISSN 0913-5685 |
Download PDF |
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Conference Information |
Committee |
NC |
Conference Date |
2007-03-14 - 2007-03-16 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Tamagawa University |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
General |
Paper Information |
Registration To |
NC |
Conference Code |
2007-03-NC |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Waveform Information Transmission Characteristics of Asynchronous Pulse-Type Hardware NN Focus on the Instantaneous Firing Rate |
Sub Title (in English) |
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Keyword(1) |
Pulse-Type Hardware Neuron Model |
Keyword(2) |
Asynchronous Pulse Train |
Keyword(3) |
Instantaneous Firing Rate |
Keyword(4) |
Pulse Timings |
Keyword(5) |
Transmission Characteristics |
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Keyword(7) |
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1st Author's Name |
Ken Saito |
1st Author's Affiliation |
Nihon University (Nihon Univ.) |
2nd Author's Name |
Hitoshi Irie |
2nd Author's Affiliation |
Nihon University (Nihon Univ.) |
3rd Author's Name |
Yoshifumi Sekine |
3rd Author's Affiliation |
Nihon University (Nihon Univ.) |
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Speaker |
Author-1 |
Date Time |
2007-03-16 15:30:00 |
Presentation Time |
20 minutes |
Registration for |
NC |
Paper # |
NC2006-213 |
Volume (vol) |
vol.106 |
Number (no) |
no.590 |
Page |
pp.149-154 |
#Pages |
6 |
Date of Issue |
2007-03-09 (NC) |