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Artificial Intelligence in Neuroscience: Affective Analysis and Health Applications

9th International Work-Conference on the Interplay Between Natural and Artificial Computation, IWINAC 2022, Puerto de la Cruz, Tenerife, Spain, May 31 – June 3, 2022, Proceedings, Part I

Conference proceedings info: IWINAC 2022.

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Table of contents (63 papers)

  1. Neuromotor and Cognitive Disorders

    1. Front Matter

      Pages 187-187
    2. Monitoring Motor Symptoms in Parkinson’s Disease Under Long Term Acoustic Stimulation

      • L. Sigcha, David Gonzalez Calleja, I. Pavón, J.M. López, G. de Arcas
      Pages 189-198
    3. Evaluation of TMS Effects on the Phonation of Parkinson’s Disease Patients

      • Andrés Gómez-Rodellar, Jiri Mekyska, Pedro Gómez-Vilda, Lubos Brabenec, Patrik Simko, Irena Rektorova
      Pages 199-208
    4. Effects of Neuroacoustic Stimulation on Two Study Cases of Parkinson’s Disease Dysarthria

      • Pedro Gómez-Vilda, Andrés Gómez-Rodellar, Daniel Palacios-Alonso, Agustín Álvarez-Marquina
      Pages 209-218
    5. Characterizing Masseter Surface Electromyography on EEG-Related Frequency Bands in Parkinson’s Disease Neuromotor Dysarthria

      • Andrés Gómez-Rodellar, Pedro Gómez-Vilda, JoséManuel Ferrández-Vicente, Athanasios Tsanas
      Pages 219-228
    6. Acquisition of Relevant Hand-Wrist Features Using Leap Motion Controller: A Case of Study

      • Carlos Rodrigo-Rivero, Carlos Garre del Olmo, Agustín Álvarez-Marquina, Pedro Gómez-Vilda, Francisco Domínguez-Mateos, Daniel Palacios-Alonso
      Pages 229-238
    7. A Pilot and Feasibility Study of Virtual Reality as Gamified Monitoring Tool for Neurorehabilitation

      • Daniel Palacios-Alonso, Agustín López-Arribas, Guillermo Meléndez-Morales, Esther Núñez-Vidal, Andrés Gómez-Rodellar, José Manuel Ferrández-Vicente et al.
      Pages 239-248
    8. Pairing of Visual and Auditory Stimuli: A Study in Musicians on the Multisensory Processing of the Dimensions of Articulation and Coherence

      • Octavio de Juan-Ayala, Vicente Caruana, José Javier Campos-Bueno, Jose Manuel Ferrández, Eduardo Fernández
      Pages 249-258
    9. Design of Educational Scenarios with BigFoot Walking Robot: A Cyber-physical System Perspective to Pedagogical Rehabilitation

      • Valentin Nikolov, Maya Dimitrova, Ivan Chavdarov, Aleksandar Krastev, Hiroaki Wagatsuma
      Pages 259-269Open Access
    10. Feasibility Study of a ML-Based ASD Monitoring System

      • José María Vicente-Samper, Ernesto Ávila-Navarro, José María Sabater-Navarro
      Pages 270-280
    11. ApEn: A Stress-Aware Pen for Children with Autism Spectrum Disorder

      • Jing Li, Emilia Barakova, Jun Hu, Wouter Staal, Martine van Dongen-Boomsma
      Pages 281-290
    12. Anxiety Monitoring in Autistic Disabled People During Voice Recording Sessions

      • Marina Jodra-Chuan, Paula Maestro-Domingo, Victoria Rodellar-Biarge
      Pages 291-300
    13. What Can Technology Do for Autistic Spectrum Disorder People?

      • Marina Jodra, Victoria Rodellar
      Pages 301-309
    14. Autism Spectrum Disorder (ASD): Emotional Intervention Protocol

      • Gema Benedicto, Mikel Val, Eduardo Fernández, Francisco Sánchez Ferrer, José Manuel Ferrández
      Pages 310-322
    15. Identification of Parkinson’s Disease from Speech Using CNNs and Formant Measures

      • Agustín Álvarez-Marquina, Andrés Gómez-Rodellar, Pedro Gómez-Vilda, Daniel Palacios-Alonso, Francisco Díaz-Pérez
      Pages 332-342
    16. Characterization of Hypokinetic Dysarthria by a CNN Based on Auditory Receptive Fields

      • Pedro Gómez-Vilda, Andrés Gómez-Rodellar, Daniel Palacios-Alonso, Agustín Álvarez-Marquina, Athanasios Tsanas
      Pages 343-352
    17. Evaluation of the Presence of Subharmonics in the Phonation of Children with Smith Magenis Syndrome

      • Rafael Martínez-Olalla, Daniel Palacios-Alonso, Irene Hidalgo-delaGuía, Elena Garayzabal-Heinze, Pedro Gómez-Vilda
      Pages 353-362
    18. Speech Analysis in Preclinical Identification of Alzheimer’s Disease

      • Olga Ivanova, Juan José García Meilán
      Pages 363-368

Other Volumes

  1. Artificial Intelligence in Neuroscience: Affective Analysis and Health Applications

    9th International Work-Conference on the Interplay Between Natural and Artificial Computation, IWINAC 2022, Puerto de la Cruz, Tenerife, Spain, May 31 – June 3, 2022, Proceedings, Part I
  2. Bio-inspired Systems and Applications: from Robotics to Ambient Intelligence

    9th International Work-Conference on the Interplay Between Natural and Artificial Computation, IWINAC 2022, Puerto de la Cruz, Tenerife, Spain, May 31 – June 3, 2022, Proceedings, Part II

About this book

The two volume set LNCS 13258 and 13259 constitutes the proceedings of the International Work-Conference on the Interplay Between Natural and Artificial Computation, IWINAC 2022, held in Puerto de la Cruz, Tenerife, Spain in May – June 2022.

The total of 121 contributions was carefully reviewed and selected from 203 submissions. The papers are organized in two volumes, with the following topical sub-headings:

 

Part I: Machine Learning in Neuroscience; Neuromotor and Cognitive Disorders; Affective Analysis; Health Applications,

Part II: Affective Computing in Ambient Intelligence; Bioinspired Computing Approaches; Machine Learning in Computer Vision and Robot; Deep Learning; Artificial Intelligence Applications.

Keywords

  • artificial intelligence
  • brain computer interface
  • classification
  • computer networks
  • computer systems
  • computer vision
  • Human-Computer Interaction (HCI)
  • image analysis
  • image processing
  • image reconstruction
  • interfaces (computer)
  • machine learning
  • neural networks
  • pattern recognition
  • signal processing
  • user interfaces

Editors and Affiliations

  • Universidad Politécnica de Cartagena, Cartagena, Spain

    José Manuel Ferrández Vicente

  • Universidad Nacional de Educación a Distancia, Madrid, Spain

    José Ramón Álvarez-Sánchez, Félix de la Paz López

  • Ohio State University, Columbus, USA

    Hojjat Adeli

Bibliographic Information

  • Book Title: Artificial Intelligence in Neuroscience: Affective Analysis and Health Applications

  • Book Subtitle: 9th International Work-Conference on the Interplay Between Natural and Artificial Computation, IWINAC 2022, Puerto de la Cruz, Tenerife, Spain, May 31 – June 3, 2022, Proceedings, Part I

  • Editors: José Manuel Ferrández Vicente, José Ramón Álvarez-Sánchez, Félix de la Paz López, Hojjat Adeli

  • Series Title: Lecture Notes in Computer Science

  • DOI: https://doi.org/10.1007/978-3-031-06242-1

  • Publisher: Springer Cham

  • eBook Packages: Computer Science, Computer Science (R0)

  • Copyright Information: Springer Nature Switzerland AG 2022

  • Softcover ISBN: 978-3-031-06241-4

  • eBook ISBN: 978-3-031-06242-1

  • Series ISSN: 0302-9743

  • Series E-ISSN: 1611-3349

  • Edition Number: 1

  • Number of Pages: XXVIII, 651

  • Number of Illustrations: 30 b/w illustrations, 219 illustrations in colour

  • Topics: Computational Neuroscience

Buying options

eBook USD 84.99
Price excludes VAT (USA)
  • ISBN: 978-3-031-06242-1
  • Instant PDF download
  • Readable on all devices
  • Own it forever
  • Exclusive offer for individuals only
  • Tax calculation will be finalised during checkout
Softcover Book USD 109.99
Price excludes VAT (USA)