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...
| Main Authors: | , , |
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| Format: | Proceeding Paper |
| Language: | English English |
| Published: |
2015
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| Subjects: | |
| Online Access: | 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 |
| _version_ | 1848782696610791424 |
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| 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 |
| building | IIUM Repository |
| collection | Online Access |
| 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 |
| first_indexed | 2025-11-14T16:09:34Z |
| format | Proceeding Paper |
| id | iium-44950 |
| institution | International Islamic University Malaysia |
| institution_category | Local University |
| language | English English |
| last_indexed | 2025-11-14T16:09:34Z |
| publishDate | 2015 |
| recordtype | eprints |
| repository_type | Digital Repository |
| 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 Proceeding Paper 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 |
| spellingShingle | QA76 Computer software Abdul-Rahman Abed, Bassam Ismail, Amelia Ritahani Abdul Aziz, Normaziah Simple recurrent network in real time astrocyte |
| title | 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_short | Simple recurrent network in real time astrocyte |
| title_sort | simple recurrent network in real time astrocyte |
| topic | QA76 Computer software |
| 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 |