Simple recurrent network in real time astrocyte

in this paper we propose simple recurrent network (SRN) and mathematical paradigm to model real time interaction of astrocyte in simplified spiking neural network (SRM0). Both Elman neural network and Jordan neural network are used in the proposed network. Elman neural network is connected to th...

Full description

Bibliographic Details
Main Authors:	Abdul-Rahman Abed, Bassam, Ismail, Amelia Ritahani, Abdul Aziz, Normaziah
Format:	Conference or Workshop Item
Language:	English English
Published:	2015
Subjects:	QA76 Computer software
Online Access:	http://irep.iium.edu.my/44950/ http://irep.iium.edu.my/44950/ http://irep.iium.edu.my/44950/1/44950.pdf http://irep.iium.edu.my/44950/4/44950_Simple%20recurrent%20network%20in%20real%20time%20astrocyte_Scopus.pdf

id	iium-44950
recordtype	eprints
spelling	iium-449502017-09-25T03:03:01Z http://irep.iium.edu.my/44950/ Simple recurrent network in real time astrocyte Abdul-Rahman Abed, Bassam Ismail, Amelia Ritahani Abdul Aziz, Normaziah QA76 Computer software in this paper we propose simple recurrent network (SRN) and mathematical paradigm to model real time interaction of astrocyte in simplified spiking neural network (SRM0). Both Elman neural network and Jordan neural network are used in the proposed network. Elman neural network is connected to the synapse and Jordan neural network is connected to the postsynaptic neuron in tripartite synapse, the simulation results showed that whenever astrocytes were activating in a time window, more spikes will be fired for excitatory neurons. This is biologically justified since astrocytes induce excitability with variations in Ca2+ concentrations 2015 Conference or Workshop Item PeerReviewed application/pdf en http://irep.iium.edu.my/44950/1/44950.pdf application/pdf en http://irep.iium.edu.my/44950/4/44950_Simple%20recurrent%20network%20in%20real%20time%20astrocyte_Scopus.pdf Abdul-Rahman Abed, Bassam and Ismail, Amelia Ritahani and Abdul Aziz, Normaziah (2015) Simple recurrent network in real time astrocyte. In: 2015 International Symposium on Innovations in Intelligent Systems and Applications (INISTA), 2nd-4th Sept. 2015, Madrid, Spain. http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=7276765&tag=1
repository_type	Digital Repository
institution_category	Local University
institution	International Islamic University Malaysia
building	IIUM Repository
collection	Online Access
language	English English
topic	QA76 Computer software
spellingShingle	QA76 Computer software Abdul-Rahman Abed, Bassam Ismail, Amelia Ritahani Abdul Aziz, Normaziah Simple recurrent network in real time astrocyte
description	in this paper we propose simple recurrent network (SRN) and mathematical paradigm to model real time interaction of astrocyte in simplified spiking neural network (SRM0). Both Elman neural network and Jordan neural network are used in the proposed network. Elman neural network is connected to the synapse and Jordan neural network is connected to the postsynaptic neuron in tripartite synapse, the simulation results showed that whenever astrocytes were activating in a time window, more spikes will be fired for excitatory neurons. This is biologically justified since astrocytes induce excitability with variations in Ca2+ concentrations
format	Conference or Workshop Item
author	Abdul-Rahman Abed, Bassam Ismail, Amelia Ritahani Abdul Aziz, Normaziah
author_facet	Abdul-Rahman Abed, Bassam Ismail, Amelia Ritahani Abdul Aziz, Normaziah
author_sort	Abdul-Rahman Abed, Bassam
title	Simple recurrent network in real time astrocyte
title_short	Simple recurrent network in real time astrocyte
title_full	Simple recurrent network in real time astrocyte
title_fullStr	Simple recurrent network in real time astrocyte
title_full_unstemmed	Simple recurrent network in real time astrocyte
title_sort	simple recurrent network in real time astrocyte
publishDate	2015
url	http://irep.iium.edu.my/44950/ http://irep.iium.edu.my/44950/ http://irep.iium.edu.my/44950/1/44950.pdf http://irep.iium.edu.my/44950/4/44950_Simple%20recurrent%20network%20in%20real%20time%20astrocyte_Scopus.pdf
first_indexed	2023-09-18T21:03:55Z
last_indexed	2023-09-18T21:03:55Z
_version_	1777410806341697536

Simple recurrent network in real time astrocyte

Similar Items