Personal information

Drug Discovery, Pattern Recognition, Molecular Descriptors, Weather Forecasts, Virtual Screening, Cheminformatics, Electronic Engineering, Physics, Machine Learning, Supervised Learning, Image-processing, Computational cardiology, Celular models, OpenCV-Python, Deep Learning
Spain

Biography

Antonio Oliver Gelabert was born in Lloret de Vistalegre (Balearic Islands, 1987) and mostly lived in Pina (Algaida, Balearic Islands). He graduated with Bachelors (2011) and Master’s degrees in Physics (2013) and teaching (2017) at the University of Balearic Islands (UIB) and obtained the doctoral degree in electronic engineering in 2018. In his master's degree he gained experience in implementation of Numerical Weather Prediction (NWP) systems such as WRF and MM5.

His phD research was focused in development of hardware reconfigurable devices (such as FPGAs) for random number generation (RNG) and stochastic computing systems applied to pattern recognition for big data applications such as drug discovery. His research background includes the development of molecular descriptors for application to drug discovery (PED) and the development of methodologies for fast calculation of the electrostatic potential maps (MEP) and derived surface site interaction points (SSIP).

In May, 2019 he joined a postdoctoral contract at BSICoS group of the University of Zaragoza where he focused on application of computer vision algorithms to fluorescent confocal microscope imagery of cardiac tissue.

Activities

Employment (4)

University of Zaragoza: Zaragoza, ES

2019-05-22 to present | Postdoc Researcher
Employment
Source: Self-asserted source
Antonio Oliver

University of the Balearic Islands: Palma, Balearic Islands, ES

2017-09-11 to 2019-05-21 | Assistant professor (Physics department)
Employment
Source: Self-asserted source
Antonio Oliver

University of the Balearic Islands: Palma, Balearic Islands, ES

2013-01-01 to 2017-01-01 | phD researcher (Physics Department)
Employment
Source: Self-asserted source
Antonio Oliver

University of the Balearic Islands: Palma, Balearic Islands, ES

2012-07-01 to 2012-10-01 | Research assistant (Physics Department)
Employment
Source: Self-asserted source
Antonio Oliver

Education and qualifications (4)

University of the Balearic Islands: Palma, Balearic Islands, ES

2014-01-16 to 2018-02-16 | Doctoral Degree in Electronic Engineering (Physics Department)
Education
Source: Self-asserted source
Antonio Oliver

University of the Balearic Islands: Palma, Balearic Islands, ES

2016-09-20 to 2017-06-18 | Master's Degree in Teaching
Education
Source: Self-asserted source
Antonio Oliver

University of the Balearic Islands: Palma, Balearic Islands, ES

2012-09-11 to 2013-02-19 | Master's Degree in Physics (Physics Department)
Education
Source: Self-asserted source
Antonio Oliver

Univeristy of Balearic Islands: Palma , Balearic Islands, ES

2006-09 to 2011-09 | Degree in Physics (Department of Physics)
Education
Source: Self-asserted source
Antonio Oliver

Funding (3)

Development of tools for drug discovery

2015-03 to 2015-07 | Grant
Ministerio de Economía y Competitividad (Madrid, ES)
GRANT_NUMBER:

EEBB-I-15-09153

Source: Self-asserted source
Antonio Oliver

Study of non covalent interactions

2014-02 to 2014-06 | Grant
Ministerio de Economía y Competitividad (Madrid, ES)
GRANT_NUMBER:

EEBB-I-14-08293

Source: Self-asserted source
Antonio Oliver

DESARROLLO E IMPLEMENTACION DE SISTEMAS DE COMPUTACION DE MUY ALTA VELOCIDAD MEDIANTE REDES PULSANTES Y SU APLICACION A LA BUSQUEDA DE NUEVOS FARMACOS

2013-01 to 2017-01 | Grant
Ministerio de Economía y Competitividad (Madrid, ES)
Part of GRANT_NUMBER: TEC-2011-25017
GRANT_NUMBER: BES-2012-053600
Source: Self-asserted source
Antonio Oliver

Works (22)

Interindividual Age-Independent Differences in Human CX43 Impact Ventricular Arrhythmic Risk

OpenAlex
2023-01-01 | Other
Contributors: Laura García-Mendívil; Maria Pérez-Zabalza; Antonio Oliver; José María Vallejo‐Gil; Javier Fañanás‐Mastral; Manuel Vázquez‐Sancho; Javier André Bellido‐Morales; Alexánder Sebastián Vaca‐Núñez; Carlos Ballester; Emiliano Diez et al.
Source: check_circle
DataCite

Interindividual Age-Independent Differences in Human CX43 Impact Ventricular Arrhythmic Risk

OpenAlex
2023-01-01 | Other
Contributors: Laura García-Mendívil; Maria Pérez-Zabalza; Antonio Oliver; José María Vallejo‐Gil; Javier Fañanás‐Mastral; Manuel Vázquez‐Sancho; Javier André Bellido‐Morales; Alexánder Sebastián Vaca‐Núñez; Carlos Ballester; Emiliano Diez et al.
Source: check_circle
DataCite

Automatic Quantification of Cardiomyocyte Dimensions and Connexin 43 Lateralization in Fluorescence Images

Biomolecules
2020-09 | Journal article | Author
Contributors: Antonio Oliver; Laura García-Mendívil; José María Vallejo-Gil; Pedro Carlos Fresneda-Roldán; Katarína Andelová; Javier Fañanás-Mastral; Manuel Vázquez-Sancho; Marta Matamala-Adell; Fernando Sorribas-Berjón; Carlos Ballester-Cuenca et al.
Source: check_circle
Multidisciplinary Digital Publishing Institute

A Stochastic Spiking Neural Network for Virtual Screening

IEEE Transactions on Neural Networks and Learning Systems
2018 | Journal article
EID:

2-s2.0-85012168820

Part of ISBN:

21622388 2162237X

Contributors: Morro, A.; Canals, V.; Oliver, A.; Alomar, M.L.; Galan-Prado, F.; Ballester, P.J.; Rossello, J.L.
Source: Self-asserted source
Antonio Oliver via Scopus - Elsevier

An improved methodology to compute Surface Site Interaction Points using high density Molecular Electrostatic Potential Surfaces

Journal of Computational Chemistry
2018-10-23 | Journal article
Source: Self-asserted source
Antonio Oliver
grade
Preferred source (of 2)‎

A surface site interaction point methodology for macromolecules and huge molecular databases

Journal of Computational Chemistry
2017 | Journal article
Source: Self-asserted source
Antonio Oliver
grade
Preferred source (of 2)‎

Application of Surface Site Interaction Points calculation to cocrystal screening

British Association For Crystal Growth Annual Conference 2017
2017 | Conference paper
Source: Self-asserted source
Antonio Oliver

Digital Implementation of a True RNG using Boolean Chaos

XXXII Conference on design of circuits and integrated systems (DCIS2017)
2017 | Conference paper
Source: Self-asserted source
Antonio Oliver

Noise tolerant probabilistic logic for statistical pattern recognition applications

Integrated Computer-Aided Engineering
2017 | Journal article
EID:

2-s2.0-85030310708

Part of ISBN:

18758835 10692509

Contributors: Canals, V.; Frasser, C.F.; Alomar, M.L.; Morro, A.; Oliver, A.; Roca, M.; Isern, E.; Martínez-Moll, V.; Garcia-Moreno, E.; Rosselló, J.L.
Source: Self-asserted source
Antonio Oliver via Scopus - Elsevier

A Bayesian Target Predictor Method based on Molecular Pairing Energies estimation

Scientific Reports
2017-03 | Journal article
Source: Self-asserted source
Antonio Oliver
grade
Preferred source (of 2)‎

High-Density Liquid-State Machine Circuitry for Time-Series Forecasting

International Journal of Neural Systems
2016 | Journal article
EID:

2-s2.0-84959202680

Part of ISBN:

01290657

Contributors: Rosselló, J.L.; Alomar, M.L.; Morro, A.; Oliver, A.; Canals, V.
Source: Self-asserted source
Antonio Oliver via Scopus - Elsevier

Stochastic hardware implementation of Liquid State Machines

Proceedings of the International Joint Conference on Neural Networks
2016 | Conference paper
EID:

2-s2.0-85007275926

Contributors: Alomar, M.L.; Canals, V.; Morro, A.; Oliver, A.; Rossello, J.L.
Source: Self-asserted source
Antonio Oliver via Scopus - Elsevier

A New Stochastic Computing Methodology for Efficient Neural Network Implementation

IEEE Transactions on Neural Networks and Learning Systems
2015 | Journal article
Source: Self-asserted source
Antonio Oliver
grade
Preferred source (of 2)‎

An unconventional computing technique for ultra-fast and ultra-low power data mining

Proceedings - 2015 25th International Workshop on Power and Timing Modeling, Optimization and Simulation, PATMOS 2015
2015 | Conference paper
EID:

2-s2.0-84959361399

Contributors: Canals, V.; Morro, A.; Oliver, A.; Alomar, M.L.; Rossello, J.L.
Source: Self-asserted source
Antonio Oliver via Scopus - Elsevier

Noise-robust hardware implementation of neural networks

Proceedings of the International Joint Conference on Neural Networks
2015 | Conference paper
EID:

2-s2.0-84951107205

Contributors: Canals, V.; Alomar, M.L.; Morro, A.; Oliver, A.; Rossello, J.L.
Source: Self-asserted source
Antonio Oliver via Scopus - Elsevier

Ultra-Fast Data-Mining Hardware Architecture Based on Stochastic Computing

Plos One
2015 | Journal article
Source: Self-asserted source
Antonio Oliver
grade
Preferred source (of 2)‎

Método de comparación e identificación de compuestos moleculares

2015-11 | Patent
Source: Self-asserted source
Antonio Oliver

Sistemas digitales probabilísticos inmunes al ruido electromagnético

2015-05 | Patent
Source: Self-asserted source
Antonio Oliver

Spiking neural networks signal processing

Proceedings of the 2014 29th Conference on Design of Circuits and Integrated Systems, DCIS 2014
2014 | Conference paper
EID:

2-s2.0-84938153263

Contributors: Rossello, J.L.; Canals, V.; Oliver, A.; Alomar, M.; Morro, A.
Source: Self-asserted source
Antonio Oliver via Scopus - Elsevier

Stochastic Spiking Neural Networks at the EDGE of CHAOS

2014 International Joint Conference on Neural Networks (IJCNN)
2014 | Conference paper
Part of ISBN: 978-1-4799-1484-5
Source: Self-asserted source
Antonio Oliver
grade
Preferred source (of 2)‎

Studying the Role of Synchronized and Chaotic Spiking Neural Ensembles in Neural Information Processing

International Journal of Neural Systems
2014 | Journal article
Source: Self-asserted source
Antonio Oliver
grade
Preferred source (of 2)‎

Hardware Implementation of Stochastic Spiking Neural Networks

International Journal of Neural Systems
2012 | Journal article
Source: Self-asserted source
Antonio Oliver
grade
Preferred source (of 2)‎