Spiking Neural P Systems

Spiking neural P systems represent a significant advancement in the field of membrane computing, drawing inspiration from the communication patterns observed in neurons. Since their inception in 2006, these distributed and parallel neural-like computing models have gained popularity and emerged as important tools within the membrane computing area. As a key branch of the third generation of artificial neural networks, a fascinating research area of artificial intelligence, spiking neural P systems offer a captivating blend of theoretical elegance and practical utility. Their efficiency, Turing completeness, and real-life application characteristics, including interpretability and suitability for large-scale problems, have positioned them at the forefront of contemporary research in membrane computing and artificial intelligence. This state-of-the-art reference work is organized into three parts comprising twelve chapters. It thoroughly investigates the theoretical foundations, real-life applications, and implementations of spiking neural P systems. From fundamental principles to computational power and complexity, the theoretical aspects are explored, laying the groundwork for…

The cheapest new copy of Spiking Neural P Systems is £159.50 at Springer Nature Link Shop. Prices checked 4 Nov 2026

Other editions

More by Gexiang Zhang; Sergey Verlan; Tingfang Wu; Francis George C. Cabarle; Jie Xue; David Orellana-Martín; Jianping Dong; Luis Valencia-Cabrera; Mario J. Pérez-Jiménez