MANUEL BATALLER MOMPEAN
PDI-Titular d'Universitat
PDI-Titular d'Universitat
Knowledge area: ELECTRONICS
Department: Electronic Engineering
Department: Electronic Engineering
(9635) 43348
Biography
Manuel Bataller Mompeán received his MSc in 1984 in Physics and his PhD degree in Electronic Engineering in 1991 from the Universitat de Valencia (Spain). Since 1984 he has been with the Department of Electronic Engineering, at the University of Valencia, where he belongs to the GPDS (Digital Signal Processing Group). He is an Associate Professor. His research interest include digital signal processing and its hardware implementation.
Academic training
- Licenciatura. Facultad de Física. 01/03/1985 (Diploma / Degree / Activities).
- Doctorado. Facultad de Física. 10/09/1991 (Ph.D.).
Journal Publications
- A. Mjahad; A. Rosado-Muñoz; M. Bataller-Mompeán; J.V. Francés-Víllora; J.F. Guerrero-Martínez; (2017) Ventricular Fibrillation and tachycardia detection from surface ECG using time-frequency representation images as input dataset for machine learning. Computer Methods and Programs in Biomedicine, 141, pp. 119 - 127 . ISSN: 0169-2607
- José V. Francés-Víllora; A. Rosado-Muñoz; José M. Martínez-Villena; Manuel Bataller-Mompeán; Juan Fco. Guerrero; Marek Wegrzyn (2016) Hardware implementation of real-time Extreme Learning Machine in FPGA: analysis of precision, resource occupation and performance. Computers & Electrical Engineering, 51, pp. 139 - 156 . ISSN: 0045-7906
- Manuel Bataller-Mompeán; Alfredo Rosado-Muñoz; José Miguel Martínez-Villena; José V. Francés-Víllora; Juan Fco. Guerrero-Martinez; Marek Wegrzyn; Marian Adamski (2016) Support Tool for the Combined Software/Hardware Design of on-chip ELM Training for SLFF Neural Networks. Ieee Transactions On Industrial Informatics, 12(3), pp. 1114 - 1123 . ISSN: 1551-3203
- Taras Iakymchuk; Alfredo Rosado-Muñoz; Manuel Bataller-Mompeán; José V. Francés-Víllora; Emmanuel Ovie Osimiry (2016) Versatile Direct and Transpose Matrix Multiplication with Chained Operations: An Optimized Architecture Using Circulant Matrices. IEEE Transactions on Computers, 65(11), pp. 3470 - 3479 . ISSN: 0018-9340
- Taras Iakymchuk, Alfredo Rosado-Munoz, Juan F. Guerrero-Martinez, Manuel Bataller-Mompean, Jose V. Frances-Villora (2015) Simplified spiking neural network architecture and STDP learning algorithms applied to image classification. Eurasip Journal On Image And Video Processing, 2015(1), pp. 1 - 11 . ISSN: 1687-5281
- Martínez-Bellver S; Cervera-Ferri A; Martínez-Ricos J; Ruiz-Torner A; Luque-García A; Blasco-Serra A; Guerrero-Martínez J; Bataller-Mompean M; Teruel-Martí V. (2015) Regular theta-firing neurons in the nucleus incertus during sustained hippocampal activation. European Journal of Neuroscience, 41(8), pp. 1049 - 1067 . ISSN: 0953-816X
- Azeddine Mjahad; Alfredo Rosado Muñoz; Manuel Bataller Mompeán; Jose V. Francés Víllora; Juan F. Guerrero Martínez (2017) Detección de Fibrilación Ventricular Mediante Tiempo-Frecuencia y Clasificador KNN sin Extracción de Parámetros. Ventricular Fibrillation Ventricular Fibrillation detection using time-frequency and the KNN classifier without parameter extraction. Revista Iberoamericana de Automatica e Informatica Industrial, 15(1), pp. 124 - 132 . ISSN: 1697-7912
- Martínez-Bellver S, Cervera-Ferri A, Luque-García A, Martínez-Ricós J, Valverde-Navarro A, Bataller M, Guerrero J, Teruel-Marti V. (2017) Causal relationships between neurons of the nucleus incertus and the hippocampal theta activity in the rat. Journal of Physiology-London, 595(5), pp. 1775 - 1792 . ISSN: 0022-3751
- Azeddine Mjahad, Alfredo Rosado-Muñoz, Juan F. Guerrero-Martínez, Manuel Bataller-Mompeán, Jose V. Francés-Villora, Malay Kishore Dutta (2018) Detection of Ventricular Fibrillation Using the Image from Time-Frequency Representation and Combined Classifiers without Feature Extraction. Applied Sciences-Basel, 8(11), p. 2057 . ISSN: 2076-3417
- Jose V. Francés-Villora, Alfredo Rosado-Muñoz, Manuel Bataller-Mompeán, Juan Barrios-Avilés, Juan F. Guerrero-Martínez (2018) Moving Learning Machine Towards Fast Real-Time Applications: A High-Speed FPGA-based Implementation of the OS-ELM Training Algorithm. Electronics, 7(11), p. 308 . ISSN: 2079-9292
- Juan Barrios-Avilés, Alfredo Rosado-Muñoz, Leandro Daniel Medus, Manuel Bataller-Mompeán, Juan F. Guerrero-Martínez (2018) LDSI - Less Data Same Information for Event-Based Sensors: A Bioinspired Filtering and Data Reduction Algorithm. Sensors, 18(12), p. 4122 . ISSN: 1424-8220
- Leandro D. Medus; Taras Iakymchuk; José V. Frances-Villora; Manuel Bataller-Mompean; Alfredo Rosado Muñoz (2019) A Novel Systolic Parallel Hardware Architecture for the FPGA Acceleration of Feedforward Neural Networks. Ieee Access, 7, pp. 76084 - 76103 . ISSN: 2169-3536
- Asgar Abbaszadeh; Taras Iakymchuk; Manuel Bataller-Mompeán; José V. Francés-Villora; Alfredo Rosado-Muñoz (2019) An Scalable matrix computing unit architecture for FPGA and SCUMO user design interface. Electronics, 8(1), pp. 94-1 - 94-20 . ISSN: 2079-9292
- Jose V. Frances-Villora, Manuel Bataller-Mompean, Azeddine Mjahad, Alfredo Rosado-Muñoz, Antonio Gutierrez Martin, Vicente Teruel-Marti, Vicente Villanueva, Kevin G. Hampel, Juan F. Guerrero-Martinez (2020) Real-Time Localization of Epileptogenic Foci EEG Signals: An FPGA-Based Implementation. Applied Sciences-Basel, 10(827) . ISSN: 2076-3417
- Leandro Daniel Medus; Mohamed Saban; José V. Francés-Víllora; Manuel Bataller-Mompeán; Alfredo Rosado-Muñoz (2021) Hyperspectral image classification using CNN: application to industrial food packaging. Food Control, 125(107962) . ISSN: 0956-7135
- Azeddine Mjahad; Jose V. Frances-Villora; Manuel Bataller-Mompean; A. Rosado-Muñoz (2022) Ventricular Fibrillation and Tachycardia Detection Using Features Derived from Topological Data Analysis. Applied Sciences (Rumanía), 12(14), p. 7248 . ISSN: 1454-5101
Participations in Conferences
- Jose-Miguel Martinez-Villena; Jose-Vicente Frances-Villora ; Alfredo Rosado-Munoz ; Manuel Bataller-Mompean ; Juan-Francisco Guerrero-Martinez ; Marek Wegrzyn ; Marian Adamski (2015). Design environment for hardware generation of SLFF neural network topologies with ELM training capability. (Paper). 2015 IEEE 13th International Conference on Industrial Informatics (INDIN) IEEEXplore: http://ieeexplore.ieee.org/Xplore/home.jsp . Cambridge . UNITED KINGDOM
- Sergio Martínez-Bellver, Ana Cervera-Ferri, Joana Martínez-Ricós, Aina Luque-García, Juan Guerrero-Martínez, Manuel Bataller-Mompeán, Vicent Teruel-Martí (2015). The role of the Nucleus Incertus in the Hippocampal Theta Activation. (Poster). 16th Congress of SENC (Sociedad Española de Neurociencia) . Granada . SPAIN
- JV Frances-Villora, A Rosado Muñoz, M Bataller Mompeán, L Schiaffino, A Gutiérrez Martín, V Teruel Martí, I Martínez Torres, P Rubio, J Martínez Ricós, A Cervera Ferri, S Martínez Bellver J Guerrero Martínez (2016). Clasificación de registros de microelectrodo para localización de zonas de estimulación en pacientes de Parkinson. (Poster). XXXIV Congreso Anual de la Sociedad Española de Ingeniería Biomédica(CASEIB) Libro de actas, pp: 536-539 ISBN: 978-84-9048-531-6 . Valencia . SPAIN
- Luciano Schiaffino, Alfredo Rosado-Muñoz, Juan Guerrero Martínez, José Vicente Francés Villora, Antonio Gutiérrez, Irene Martínez Torres, Manuel Bataller, Vicente Teruel Martí (2016). Feature selection for KNN classifier to improve accurate detection of subthalamic nucleus during deep brain stimulation surgery in Parkinson's patients. (Communication). VII Congreso de Ingeniería Biomédica The International Federation for Medical and Biological Engineering (IFMBE) Proceedings . Bucaramanga . COLOMBIA
- Juan Barrios-Avilés, Taras Iakymchuk, Alfredo Rosado-Muñoz, Jose V. Francés-Villora, Manuel Bataller-Mompeán, Juan F. Guerrero-Martínez (2016). Event-based encoding from digital magnetic compass and ultrasonic distance sensor for navigation in Mobile systems. (Communication). IEEE International Conference on Industrial Informatics INDIN 2016 Proceedings of Congress . Futuroscope-Poitiers . FRANCE
- A. Cortina; A. Mjahad; A. Rosado; M. Bataller; J. V. Francés; M. K. Dutta; G. Vyas. (2017). Ventricular fibrillation detection from ECG surface electrodes using different filtering techniques, window length and artificial neural networks. (Communication). 2017 International Conference on Emerging Trends in Computing and Communication Technologies (ICETCCT). 17-18 Nov. 2017 IEEEXplore. https://doi.org/10.1109/ICETCCT.2017.8280303 . Dehradun . INDIA
- Mjahad A., Rosado-Muñoz A., Bataller-Mompeán M., Francés-Víllora J.V., Guerrero-Martínez J.F. and Maurady A. (2018). Ventricular Fibrillation and Tachycardia detection using time-frequency representation images and the ANNC classifier without parameter extraction. (Communication). International conference on Bioinformatics and data analysis - BDA'18 Actas del congreso . Tanger . MORROCCO
- Taras Iakymchuk, Alfredo Rosado-Muñoz, Leandro D. Medus, Juan Barrios-Avilés, Manuel Bataller-Mompeán, Juan Fco. Guerrero-Martínez (2018). Hardware Architecture for Feed-Forward Neural Networks for Handwritten Character Recognition. Hardware Architecture for Feed-Forward Neural Networks for handwritten character recognition. (Poster). Embedded System Week, International Workshop on Highly Efficient Neural Processing - HENP Actas del workshop . Turín . ITALY
Patents, Software and Database
- Juan Francisco Guerrero Martínez; Manuel Bataller Mompeán; José Vicente Francés Víllora; Alfredo Rosado Muñoz; Vicent Teruel Martí; Antonio Gutiérrez Martín; Irene Martínez Torres; Pilar Rubio Sánchez;, Ref. 164431. DBSPost. SPAIN. 14/02/2017.
- Juan Francisco Guerrero Martínez; Vicent Teruel Martí; Manuel Bataller Mompeán; Jose Vicente Francés Villora; Alfredo Rosado Muñoz; Antonio Gutiérrez Martín; Vicente Villanueva Haba, Ref. 16807/329. Herramienta de ayuda a la detección y localización de focos epilépticos en tratamiento quirúrglco de la epilepsia (HFODet). SPAIN. 07/02/2018.
- Juan Francisco Guerrero Martínez; Manuel Bataller Mompeán; José Vicente Francés Víllora; Alfredo Rosado Muñoz; Vicent Teruel Martí; Antonio Gutiérrez Martín; Irene Martínez Torres, Ref. 164431. DBScan. SPAIN. 15/11/2016.
Projects
- Sistema de soporte analítico en la cirugía del Parkinson mediante estimulación cerebral profunda (). 2015. Universidad de Valencia. Instituto de Investigación Sanitaria. Fundación para la Investigación Hospital la Fe. PI: Juan F. Guerrero Martínez.
- Sistema Integral de Soporte Analítico en la cirugía y seguimiento postoperatorio del Parkinson mediante Estimulación Cerebral Profunda (). 2015 - 2016. Universidad de Valencia. Instituto de Investigación Sanitaria. Fundación para la Investigación Hospital la Fe. PI: Juan F. Guerrero Martínez.
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