|
|
|
|
|
Xiong Chen and Ping Guo
As a novel biological computing device, the Spiking Neural P system (SNPS) has powerful computing potential. The application of SNPS in the field of arithmetic operation has been a hot research topic in recent years. Researchers have proposed methods and...
ver más
|
|
|
|
|
|
|
|
|
|
|
Xu Zhang, Zongrong Hu, Jingyi Li and Ran Liu
The parallelism of rule execution in membrane computing provides support for improving computational efficiency. Membrane computing models have been applied in many fields. In arithmetic operations, designing basic arithmetic operation spiking neural P s...
ver más
|
|
|
|
|
|
|
|
|
|
|
Hai Nan, Jiqiao Jiang, Jie Zhang, Ran Liu and Aijuan Wang
|
|
|
|
|
|
|
|
|
|
|
Hai Nan, Yumeng Kong, Jie Zhan, Mingqiang Zhou and Ling Bai
Membrane computing is a branch of natural computing, which is a new computational model abstracted from the study of the function and structure of living biological cells. The study of numerical computation based on membrane computation has received incr...
ver más
|
|
|
|
|
|
|
|
|
|
|
Hua Yang, Shuxiang Zhang, Hao Shen, Gexiang Zhang, Xingquan Deng, Jianglin Xiong, Li Feng, Junxiong Wang, Haifeng Zhang and Shenyang Sheng
Text classification is one of the fundamental tasks in natural language processing and is widely applied in various domains. CNN effectively utilizes local features, while the Attention mechanism performs well in capturing content-based global interactio...
ver más
|
|
|
|
|
|
|
|
|
|
|
Leonardo Lucio Custode, Hyunho Mo, Andrea Ferigo and Giovanni Iacca
Remaining useful life (RUL) prediction is a key enabler for predictive maintenance. In fact, the possibility of accurately and reliably predicting the RUL of a system, based on a record of its monitoring data, can allow users to schedule maintenance inte...
ver más
|
|
|
|
|
|
|
|
|
|
|
Gexiang Zhang, G. Samdanielthompson, N. Gnanamalar David, Atulya K. Nagar and K.G. Subramanian
In the bio-inspired area of membrane computing, a novel computing model with a generic name of P system was introduced around the year 2000. Among its several variants, string or array language generating P systems involving rewriting rules have been con...
ver más
|
|
|
|
|
|
|
|
|
|
|
Krishnamurthy V. Vemuru
We report the design of a Spiking Neural Network (SNN) edge detector with biologically inspired neurons that has a conceptual similarity with both Hodgkin-Huxley (HH) model neurons and Leaky Integrate-and-Fire (LIF) neurons. The computation of the membra...
ver más
|
|
|
|
|
|
|
|
|
|
|
Longjie Liu, Li Yao, Kai Feng, Zhe Luo, Ke Liu, Hong Zhu and Paul. K. Chu
Methods used to design coating materials for polymer electrolyte membrane fuel cells (PEMFCs) are unsystematic and time-consuming because current materials research relies on scientific intuition and trial and error experimentation. In this study, a feas...
ver más
|
|
|
|
|
|