Cross-Modal Learning: Adaptivity, Prediction and Interaction

Cross-Modal Learning: Adaptivity, Prediction and Interaction
Author :
Publisher : Frontiers Media SA
Total Pages : 295
Release :
ISBN-10 : 9782889762545
ISBN-13 : 2889762548
Rating : 4/5 (548 Downloads)

Book Synopsis Cross-Modal Learning: Adaptivity, Prediction and Interaction by : Jianwei Zhang

Download or read book Cross-Modal Learning: Adaptivity, Prediction and Interaction written by Jianwei Zhang and published by Frontiers Media SA. This book was released on 2023-02-02 with total page 295 pages. Available in PDF, EPUB and Kindle. Book excerpt: The purpose of this Research Topic is to reflect and discuss links between neuroscience, psychology, computer science and robotics with regards to the topic of cross-modal learning which has, in recent years, emerged as a new area of interdisciplinary research. The term cross-modal learning refers to the synergistic synthesis of information from multiple sensory modalities such that the learning that occurs within any individual sensory modality can be enhanced with information from one or more other modalities. Cross-modal learning is a crucial component of adaptive behavior in a continuously changing world, and examples are ubiquitous, such as: learning to grasp and manipulate objects; learning to walk; learning to read and write; learning to understand language and its referents; etc. In all these examples, visual, auditory, somatosensory or other modalities have to be integrated, and learning must be cross-modal. In fact, the broad range of acquired human skills are cross-modal, and many of the most advanced human capabilities, such as those involved in social cognition, require learning from the richest combinations of cross-modal information. In contrast, even the very best systems in Artificial Intelligence (AI) and robotics have taken only tiny steps in this direction. Building a system that composes a global perspective from multiple distinct sources, types of data, and sensory modalities is a grand challenge of AI, yet it is specific enough that it can be studied quite rigorously and in such detail that the prospect for deep insights into these mechanisms is quite plausible in the near term. Cross-modal learning is a broad, interdisciplinary topic that has not yet coalesced into a single, unified field. Instead, there are many separate fields, each tackling the concerns of cross-modal learning from its own perspective, with currently little overlap. We anticipate an accelerating trend towards integration of these areas and we intend to contribute to that integration. By focusing on cross-modal learning, the proposed Research Topic can bring together recent progress in artificial intelligence, robotics, psychology and neuroscience.


Cross-Modal Learning: Adaptivity, Prediction and Interaction Related Books

Cross-Modal Learning: Adaptivity, Prediction and Interaction
Language: en
Pages: 295
Authors: Jianwei Zhang
Categories: Science
Type: BOOK - Published: 2023-02-02 - Publisher: Frontiers Media SA

GET EBOOK

The purpose of this Research Topic is to reflect and discuss links between neuroscience, psychology, computer science and robotics with regards to the topic of
The Handbook of Usage-Based Linguistics
Language: en
Pages: 628
Authors: Manuel Diaz-Campos
Categories: Language Arts & Disciplines
Type: BOOK - Published: 2023-07-05 - Publisher: John Wiley & Sons

GET EBOOK

The Handbook of Usage-Based Linguistics The Handbook of Usage-Based Linguistics is the first edited volume to provide a comprehensive, authoritative, and interd
MultiMedia Modeling
Language: en
Pages: 552
Authors: Stevan Rudinac
Categories:
Type: BOOK - Published: - Publisher: Springer Nature

GET EBOOK

Medical Image Computing and Computer Assisted Intervention – MICCAI 2023
Language: en
Pages: 850
Authors: Hayit Greenspan
Categories: Computers
Type: BOOK - Published: 2023-09-30 - Publisher: Springer Nature

GET EBOOK

The ten-volume set LNCS 14220, 14221, 14222, 14223, 14224, 14225, 14226, 14227, 14228, and 14229 constitutes the refereed proceedings of the 26th International
Proceedings of 2023 Chinese Intelligent Systems Conference
Language: en
Pages: 850
Authors: Yingmin Jia
Categories: Technology & Engineering
Type: BOOK - Published: 2023-11-05 - Publisher: Springer Nature

GET EBOOK

This book constitutes the proceedings of the 19th Chinese Intelligent Systems Conference, CISC 2023, which was held during October 14–15, 2023, in Ningbo, Zhe