Natural and Artificial Computation for Biomedicine and Neuroscience
Title | Natural and Artificial Computation for Biomedicine and Neuroscience PDF eBook |
Author | José Manuel Ferrández Vicente |
Publisher | Springer |
Pages | 490 |
Release | 2017-06-10 |
Genre | Computers |
ISBN | 331959740X |
The two volumes LNCS 10337 and 10338 constitute the proceedings of the International Work-Conference on the Interplay Between Natural and Artificial Computation, IWINAC 2017, held in Corunna, Spain, in June 2017. The total of 102 full papers was carefully reviewed and selected from 194 submissions during two rounds of reviewing and improvement. The papers are organized in two volumes, one on natural and artificial computation for biomedicine and neuroscience, addressing topics such as theoretical neural computation; models; natural computing in bioinformatics; physiological computing in affective smart environments; emotions; as well as signal processing and machine learning applied to biomedical and neuroscience applications. The second volume deals with biomedical applications, based on natural and artificial computing and addresses topics such as biomedical applications; mobile brain computer interaction; human robot interaction; deep learning; machine learning applied to big data analysis; computational intelligence in data coding and transmission; and applications.
Biomedical Applications Based on Natural and Artificial Computing
Title | Biomedical Applications Based on Natural and Artificial Computing PDF eBook |
Author | José Manuel Ferrández Vicente |
Publisher | Springer |
Pages | 574 |
Release | 2017-06-10 |
Genre | Computers |
ISBN | 3319597736 |
The two volumes LNCS 10337 and 10338 constitute the proceedings of the International Work-Conference on the Interplay Between Natural and Artificial Computation, IWINAC 2017, held in Corunna, Spain, in June 2017. The total of 102 full papers was carefully reviewed and selected from 194 submissions during two rounds of reviewing and improvement. The papers are organized in two volumes, one on natural and artificial computation for biomedicine and neuroscience, addressing topics such as theoretical neural computation; models; natural computing in bioinformatics; physiological computing in affective smart environments; emotions; as well as signal processing and machine learning applied to biomedical and neuroscience applications. The second volume deals with biomedical applications, based on natural and artificial computing and addresses topics such as biomedical applications; mobile brain computer interaction; human robot interaction; deep learning; machine learning applied to big data analysis; computational intelligence in data coding and transmission; and applications.
Applied Nature-Inspired Computing: Algorithms and Case Studies
Title | Applied Nature-Inspired Computing: Algorithms and Case Studies PDF eBook |
Author | Nilanjan Dey |
Publisher | Springer |
Pages | 281 |
Release | 2019-08-10 |
Genre | Technology & Engineering |
ISBN | 9811392633 |
This book presents a cutting-edge research procedure in the Nature-Inspired Computing (NIC) domain and its connections with computational intelligence areas in real-world engineering applications. It introduces readers to a broad range of algorithms, such as genetic algorithms, particle swarm optimization, the firefly algorithm, flower pollination algorithm, collision-based optimization algorithm, bat algorithm, ant colony optimization, and multi-agent systems. In turn, it provides an overview of meta-heuristic algorithms, comparing the advantages and disadvantages of each. Moreover, the book provides a brief outline of the integration of nature-inspired computing techniques and various computational intelligence paradigms, and highlights nature-inspired computing techniques in a range of applications, including: evolutionary robotics, sports training planning, assessment of water distribution systems, flood simulation and forecasting, traffic control, gene expression analysis, antenna array design, and scheduling/dynamic resource management.
Rethinking Consciousness: A Scientific Theory of Subjective Experience
Title | Rethinking Consciousness: A Scientific Theory of Subjective Experience PDF eBook |
Author | Michael S A Graziano |
Publisher | W. W. Norton & Company |
Pages | 256 |
Release | 2019-09-17 |
Genre | Science |
ISBN | 0393652629 |
“A first-class intellectual adventure.” —Brian Greene, author of Until the End of Time Illuminating his groundbreaking theory of consciousness, known as the attention schema theory, Michael S. A. Graziano traces the evolution of the mind over millions of years, with examples from the natural world, to show how neurons first allowed animals to develop simple forms of attention and then to construct awareness of the external world and of the self. His theory has fascinating implications for the future: it may point the way to engineers for building consciousness artificially, and even someday taking the natural consciousness of a person and uploading it into a machine for a digital afterlife.
Soft Computing for Problem Solving
Title | Soft Computing for Problem Solving PDF eBook |
Author | Aruna Tiwari |
Publisher | Springer Nature |
Pages | 779 |
Release | 2021-10-13 |
Genre | Technology & Engineering |
ISBN | 9811627096 |
This two-volume book provides an insight into the 10th International Conference on Soft Computing for Problem Solving (SocProS 2020). This international conference is a joint technical collaboration of Soft Computing Research Society and Indian Institute of Technology Indore. The book presents the latest achievements and innovations in the interdisciplinary areas of soft computing. It brings together the researchers, engineers and practitioners to discuss thought-provoking developments and challenges, in order to select potential future directions. It covers original research papers in the areas including but not limited to algorithms (artificial immune system, artificial neural network, genetic algorithm, genetic programming and particle swarm optimization) and applications (control systems, data mining and clustering, finance, weather forecasting, game theory, business and forecasting applications). The book will be beneficial for young as well as experienced researchers dealing across complex and intricate real-world problems for which finding a solution by traditional methods is a difficult task.
Artificial Intelligence in Neuroscience: Affective Analysis and Health Applications
Title | Artificial Intelligence in Neuroscience: Affective Analysis and Health Applications PDF eBook |
Author | José Manuel Ferrández Vicente |
Publisher | Springer Nature |
Pages | 675 |
Release | 2022-05-24 |
Genre | Medical |
ISBN | 3031062426 |
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.
Ubiquitous Computing and Ambient Intelligence
Title | Ubiquitous Computing and Ambient Intelligence PDF eBook |
Author | Sergio F. Ochoa |
Publisher | Springer |
Pages | 874 |
Release | 2017-10-05 |
Genre | Computers |
ISBN | 3319675850 |
This book constitutes the refereed conference proceedings of the 11th International Conference on Ubiquitous Computing and Ambient Intelligence, UCAmI 2017, held in Philadelphia, PA, USA in November 2017. The 60 revised full papers and 22 short papers presented were carefully reviewed and selected from 100 submissions. The papers are presented in six tracks and two special sessions. These are Ambient Assisted Living, Human-Computer Interaction, Ambient Intelligence for Health, Internet of Things and Smart Cities, Ad-hoc and Sensor Networks, Sustainability, Socio-Cognitive and Affective Computing, AmI-Systems and Machine Learning.