On the Universality and Non-Universality of Spiking Neural P Systems With Rules on Synapses
Citations
108 citations
104 citations
99 citations
81 citations
72 citations
References
2,814 citations
"On the Universality and Non-Univers..." refers background in this paper
...2503603 puting models based on ideas related to spiking neurons, currently much investigated in neural computing [5]....
[...]
2,219 citations
"On the Universality and Non-Univers..." refers background in this paper
..., a set of natural numbers) is referred to as the sets of length of regular languages, which is denoted by [35]....
[...]
...It is known that the family of finite sets of numbers is included in the family of semi-linear sets of numbers [35]....
[...]
...The universality proof is based on the simulation of universal register machine with registers, which can generate all sets of Turing computable numbers, hence can characterize (the family of Turing computable sets of numbers) [35]....
[...]
1,731 citations
"On the Universality and Non-Univers..." refers background in this paper
...In terms of motivation of models, SN P systems fall into the third generation of neural network models [4]....
[...]
860 citations
"On the Universality and Non-Univers..." refers background in this paper
..., from [33], as well as with basic concepts and notions of SN P systems [3], [34]....
[...]
694 citations
"On the Universality and Non-Univers..." refers background in this paper
...Inspired from the way of neurons spiking and communicating with each other by means of spikes, various neural-like computing models, such as artificial neural networks [1] and spiking neural networks [2], have been proposed....
[...]