Time encoding with an integrate-and-fire neuron with a refractory period

被引：0

作者：

Lazar, AA ^{[1
]}

机构：

[1] Columbia Univ, Dept Elect Engn, New York, NY 10027 USA

来源：

COMPUTATIONAL NEUROSCIENCE: TRENDS IN RESEARCH 2004 | 2004年

关键词：

time encoding; integrate and fire neurons; frames; time decoding;

D O I：

暂无

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

Time encoding is a formal method of mapping amplitude information into a time sequence. We show that under simple conditions, bandlimited stimuli encoded with an integrate-and-fire neuron with an absolute refractory period can be recovered loss-free from the neural spike train at its output. We provide an algorithm for perfect recovery and derive conditions for its convergence. (C) 2003 Elsevier B.V. All rights reserved.

引用

页码：53 / 58

页数：6

共 50 条

[1] Time encoding with an integrate-and-fire neuron with a refractory period
Lazar, AA
NEUROCOMPUTING, 2004, 58 : 53 - 58
[2] Leaky Integrate-and-Fire Neuron with a Refractory Period Mechanism for Invariant Spikes
Lehmann, Hendrik M.
Hille, Julian
Grassmann, Cyprian
Issakov, Vadim
PRIME 2022: 17TH INTERNATIONAL CONFERENCE ON PHD RESEARCH IN MICROELECTRONICS AND ELECTRONICS, 2022, : 293 - 296
[3] Programmable Refractory Period Implementations in a Mixed-Signal Integrate-And-Fire Neuron
Chakraborty, Nishith N.
Rose, Garrett S.
2022 IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS (ISCAS 22), 2022,
[4] Adaptive Integrate-and-Fire Time Encoding Machine
Omar, Aseel
Cohen, Alejandro
32ND EUROPEAN SIGNAL PROCESSING CONFERENCE, EUSIPCO 2024, 2024, : 2442 - 2446
[5] Multichannel time encoding with integrate-and-fire neurons
Lazar, AA
NEUROCOMPUTING, 2005, 65 : 401 - 407
[6] Leaky Integrate-and-Fire Biristor Neuron
Han, Jin-Woo
Meyyappan, M.
IEEE ELECTRON DEVICE LETTERS, 2018, 39 (09) : 1457 - 1460
[7] Learning with single integrate-and-fire neuron
Yadav, A
Mishra, D
Yadav, RN
Ray, S
Kalra, PK
PROCEEDINGS OF THE INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), VOLS 1-5, 2005, : 2156 - 2161
[8] Equilibrium and response properties of the integrate-and-fire neuron in discrete time
Helias, Moritz
Deger, Moritz
Diesmann, Markus
Rotter, Stefan
FRONTIERS IN COMPUTATIONAL NEUROSCIENCE, 2010, 3
[9] Time-series prediction with single integrate-and-fire neuron
Yadav, A.
Mishra, D.
Yadav, R. N.
Ray, S.
Kalra, P. K.
APPLIED SOFT COMPUTING, 2007, 7 (03) : 739 - 745
[10] When is an integrate-and-fire neuron like a Poisson neuron?
Stevens, CF
Zador, A
ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 8: PROCEEDINGS OF THE 1995 CONFERENCE, 1996, 8 : 103 - 109

← 1 2 3 4 5 →