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Human Brain and Artificial Intelligence: Third International Workshop, HBAI 2022, Held in Conjunction with IJCAI-ECAI 2022,Vienna, Austria, July 23, 2022, Revised Selected Papers 1st ed. 2023 [Pehme köide]

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  • Formaat: Paperback / softback, 230 pages, kõrgus x laius: 235x155 mm, kaal: 379 g, 86 Illustrations, color; 15 Illustrations, black and white; XI, 230 p. 101 illus., 86 illus. in color., 1 Paperback / softback
  • Sari: Communications in Computer and Information Science 1692
  • Ilmumisaeg: 30-Nov-2022
  • Kirjastus: Springer Verlag, Singapore
  • ISBN-10: 981198221X
  • ISBN-13: 9789811982217
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Human Brain and Artificial Intelligence: Third International Workshop, HBAI 2022, Held in Conjunction with IJCAI-ECAI 2022,Vienna, Austria, July 23, 2022, Revised Selected Papers 1st ed. 2023Suurem pilt
  • Formaat: Paperback / softback, 230 pages, kõrgus x laius: 235x155 mm, kaal: 379 g, 86 Illustrations, color; 15 Illustrations, black and white; XI, 230 p. 101 illus., 86 illus. in color., 1 Paperback / softback
  • Sari: Communications in Computer and Information Science 1692
  • Ilmumisaeg: 30-Nov-2022
  • Kirjastus: Springer Verlag, Singapore
  • ISBN-10: 981198221X
  • ISBN-13: 9789811982217
Teised raamatud teemal:
Püsilink: https://www.kriso.ee/db/9789811982217.html
Märksõnad:
This book constitutes the refereed proceedings of the Third International Workshop on Human Brain and Artificial Intelligence, HBAI 2022, held in conjunction with IJCAI-ECAI 2022, Vienna, Austria, on July 23, 2022. 

The 19 full papers presented were carefully reviewed and selected from 21 submissions. The papers present most recent research in the fields of brain-inspired computing, brain-machine interfaces, computational neuroscience, brain-related health, neuroimaging, cognition and behavior, learning, and memory, neuron modulation, and closed-loop brain stimulation.
AI for brain related data analysis.- Classification of EEG signals based
on GA-ELM Optimization algorithm.- Delving into Temporal-Spectral Connections
in Spike-LFP Decoding by Transformer Networks.- A Mask Image Recognition
Attention Network Supervised by Eye Movement.- DFC-SNN: A new approach for
the recognition of brain states by fusing brain dynamics and spiking neural
network.- DSNet: EEG-Based Spatial Convolutional Neural Network for Detecting
Major Depressive Disorder.- SE-1DCNN-LSTM: A Deep Learning Framework for
EEG-based Automatic Diagnosis of Major Depressive Disorder and Bipolar
Disorder.- Emotion Recognition from EEG Using All-Convolution Residual Neural
Network.- Salient Object Detection With Fusion of RGB Image and Eye Tracking
Data.- Multi-Source Domain Adaptation Based on Data Selector with Soft
Actor-Critic.- Transfer learning to decode brain states reflecting the
relationship between cognitive tasks.- AIand brain interface.- Brain network
analysis of hand motor execution and imagery based on conditional Granger
causality.- A Hybrid Brain-Computer Interface for Smart Car Control.- A
spiking neural network for brain-computer interface of four classes motor
imagery.- Virtual Drone Control Using Brain-Computer Interface based on Motor
Imagery Brain Magnetic Fields.- Brain controlled manipulator system based on
improved target detection and Augmented Reality technology.- Optimization of
stimulus color for SSVEP-based brain-computer interfaces in mixed
reality.- Brain related research.- White matter maturation and hemispheric
asymmetry during childhood based on Chinese population.- A Digital Gaming
Intervention Combing Multitasking and Alternating Attention for ADHD: a
preliminary study.- A BCI speller with 120 commands encoded by hybrid P300
and SSVEP features.