Novel Numerical Spiking Neural P Systems with a Variable Consumption Strategy
| dc.contributor.author | Yin, Xiu | |
| dc.contributor.author | Liu, Xiyu | |
| dc.contributor.author | Sun, Minghe | |
| dc.contributor.author | Ren, Qianqian | |
| dc.date.accessioned | 2021-04-19T15:26:58Z | |
| dc.date.available | 2021-04-19T15:26:58Z | |
| dc.date.issued | 2021-03-20 | |
| dc.date.updated | 2021-04-19T15:26:59Z | |
| dc.description.abstract | A novel variant of NSN P systems, called numerical spiking neural P systems with a variable consumption strategy (NSNVC P systems), is proposed. Like the spiking rules consuming spikes in spiking neural P systems, NSNVC P systems introduce a variable consumption strategy by modifying the form of the production functions used in NSN P systems. Similar to the delay feature of the spiking rules, NSNVC P systems introduce a postponement feature into the production functions. The execution of the production functions in NSNVC P systems is controlled by two, i.e., polarization and threshold, conditions. Multiple synaptic channels are used to transmit the charges and the production values in NSNVC P systems. The proposed NSNVC P systems are a type of distributed parallel computing models with a directed graphical structure. The Turing universality of the proposed NSNVC P systems is proved as number generating/accepting devices. Detailed descriptions are provided for NSNVC P systems as number generating/accepting devices. In addition, a universal NSNVC P system with 66 neurons is constructed as a function computing device. | |
| dc.description.department | Management Science and Statistics | |
| dc.identifier | doi: 10.3390/pr9030549 | |
| dc.identifier.citation | Processes 9 (3): 549 (2021) | |
| dc.identifier.uri | https://hdl.handle.net/20.500.12588/552 | |
| dc.rights | Attribution 4.0 United States | |
| dc.rights.uri | https://creativecommons.org/licenses/by/4.0/ | |
| dc.subject | membrane computing | |
| dc.subject | numerical spiking neural P systems | |
| dc.subject | variable consumption strategy | |
| dc.subject | postponement features | |
| dc.subject | Turing universality | |
| dc.title | Novel Numerical Spiking Neural P Systems with a Variable Consumption Strategy | |
| dc.type | Article | en_US |