David Orellana Martín

David Orellana Martín

Universidad de Sevilla

H-index: 15

Europe-Spain

About David Orellana Martín

David Orellana Martín, With an exceptional h-index of 15 and a recent h-index of 14 (since 2020), a distinguished researcher at Universidad de Sevilla, specializes in the field of Computational Complexity Theory, Membrane Computing, Complex Systems, Machine Learning, High Performance Computing.

His recent articles reflect a diverse array of research interests and contributions to the field:

Bridges Between Spiking Neural Membrane Systems and Virus Machines

Sparse Spiking Neural-like Membrane Systems on Graphics Processing Units

Sequence recommendation using multi-level self-attention network with gated spiking neural P systems

A solution to the only one object problem with dissolution rules

Reservoir computing models based on spiking neural P systems for time series classification

Random walk simulation by population dynamics P systems

P systems with reactive membranes

Using virus machines to compute pairing functions

David Orellana Martín Information

University

Position

___

Citations(all)

676

Citations(since 2020)

619

Cited By

260

hIndex(all)

15

hIndex(since 2020)

14

i10Index(all)

22

i10Index(since 2020)

21

Email

University Profile Page

Universidad de Sevilla

Google Scholar

View Google Scholar Profile

David Orellana Martín Skills & Research Interests

Computational Complexity Theory

Membrane Computing

Complex Systems

Machine Learning

High Performance Computing

Top articles of David Orellana Martín

Title

Journal

Author(s)

Publication Date

Bridges Between Spiking Neural Membrane Systems and Virus Machines

International Journal of Neural Systems

Antonio Ramírez-de-Arellano

David Orellana-Martín

Mario J Pérez-Jiménez

2024/4/13

Sparse Spiking Neural-like Membrane Systems on Graphics Processing Units

International Journal of Neural Systems

Javier Hernandez-Tello

Miguel A Martinez-del-Amor

David Orellana-Martin

Francis George C Cabarle

2024/4/5

Sequence recommendation using multi-level self-attention network with gated spiking neural P systems

Information Sciences

Xinzhu Bai

Yanping Huang

Hong Peng

Jun Wang

Qian Yang

...

2024/1/1

A solution to the only one object problem with dissolution rules

Journal of Membrane Computing

Julien Caselmann

David Orellana-Martín

2024/5/1

Reservoir computing models based on spiking neural P systems for time series classification

Neural Networks

Hong Peng

Xin Xiong

Min Wu

Jun Wang

Qian Yang

...

2024/1/1

Random walk simulation by population dynamics P systems

Journal of Membrane Computing

David Orellana-Martín

José A Andreu-Guzmán

Carmen Graciani

Agustín Riscos-Núñez

Mario J Pérez-Jiménez

2024/4/25

P systems with reactive membranes

Journal of Membrane Computing

Artiom Alhazov

Rudolf Freund

Sergiu Ivanov

David Orellana-Martín

Antonio Ramírez-de-Arellano

...

2024/4/23

Using virus machines to compute pairing functions

International Journal of Neural Systems

Antonio Ramírez-de-Arellano

David Orellana-Martín

Mario J Pérez-Jiménez

2023/5/25

A Formal Verification of a SAT Solution by P Systems with Evolution Communication and Separation Rules

International Journal of Foundations of Computer Science

David Orellana-Martín

Luis Valencia-Cabrera

Mario J Pérez-Jiménez

2023/9/29

Parallel virus machines

David Orellana-Martín

2023

Nonlinear spiking neural systems with autapses for predicting chaotic time series

IEEE Transactions on Cybernetics

Qian Liu

Hong Peng

Lifan Long

Jun Wang

Qian Yang

...

2023/5/8

Generating, computing and recognizing with virus machines

Theoretical Computer Science

Antonio Ramírez-de-Arellano

David Orellana-Martín

Mario J Pérez-Jiménez

2023/9/13

Attention-enabled gated spiking neural P model for aspect-level sentiment classification

Neural Networks

Yanping Huang

Hong Peng

Qian Liu

Qian Yang

Jun Wang

...

2023/1/1

The environment as a frontier of efficiency in tissue P systems with communication rules

Theoretical Computer Science

David Orellana-Martín

Luis Valencia-Cabrera

Mario J Pérez-Jiménez

2023/5/4

Preface of the special issue on computational complexity and complex systems

Journal of Membrane Computing

Mario J Pérez-Jiménez

Claudio Zandron

Petr Sosík

David Orellana-Martín

2023/9

Simulating and validating virus machines

David Orellana-Martín

Antonio Ramírez-de-Arellano

Mario J Pérez-Jiménez

2023/3/27

Sentiment classification using bidirectional LSTM-SNP model and attention mechanism

Expert Systems with Applications

Yanping Huang

Qian Liu

Hong Peng

Jun Wang

Qian Yang

...

2023/7/1

Tissue P systems with states in cells

IEEE Transactions on Computers

Bosheng Song

Kenli Li

David Orellana-Martín

Xiangxiang Zeng

Mario J Pérez-Jiménez

2023/3/15

A Protocol for Solutions to DP-Complete Problems through Tissue Membrane Systems

Mathematics

David Orellana-Martín

Antonio Ramírez-de-Arellano

José Antonio Andreu-Guzmán

Álvaro Romero-Jiménez

Mario J Pérez-Jiménez

2023/6/21

Attacking cryptosystems by means of virus machines

Scientific Reports

Mario J Pérez-Jiménez

Antonio Ramírez-de-Arellano

David Orellana-Martín

2023/12/9

See List of Professors in David Orellana Martín University(Universidad de Sevilla)