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The two-volume set CCIS 1142 and 1143 constitutes thoroughly refereed contributions presented at the 26th International Conference on Neural Information Processing, ICONIP 2019, held in Sydney, Australia, in December 2019. For ICONIP 2019 a total of 345 papers was carefully reviewed and selected for publication out of 645 submissions. The 168 papers included in this volume set were organized in topical sections as follows: adversarial networks and learning; convolutional neural networks; deep neural networks; embeddings and feature fusion; human centred computing; human centred computing and medicine; human centred computing for emotion; hybrid models; image processing by neural techniques; learning from incomplete data; model compression and optimization; neural network applications; neural network models; semantic and graph based approaches; social network computing; spiking neuron and related models; text computing using neural techniques; time-series and related models; and unsupervised neural models.

Neural networks (Computer science) --- Pattern recognition. --- Optical data processing. --- Machine learning. --- Computers. --- Application software. --- Pattern Recognition. --- Image Processing and Computer Vision. --- Machine Learning. --- Information Systems and Communication Service. --- Computer Appl. in Social and Behavioral Sciences. --- Application computer programs --- Application computer software --- Applications software --- Apps (Computer software) --- Computer software --- Automatic computers --- Automatic data processors --- Computer hardware --- Computing machines (Computers) --- Electronic brains --- Electronic calculating-machines --- Electronic computers --- Hardware, Computer --- Computer systems --- Cybernetics --- Machine theory --- Calculators --- Cyberspace --- Learning, Machine --- Artificial intelligence --- Optical computing --- Visual data processing --- Bionics --- Electronic data processing --- Integrated optics --- Photonics --- Computers --- Design perception --- Pattern recognition --- Form perception --- Perception --- Figure-ground perception --- Optical equipment --- Xarxes neuronals (Informàtica) --- Processament òptic de dades --- Reconeixement de formes (Informàtica) --- Llibres electrònics --- e-books --- Llibre electrònic --- Llibres en línia --- Llibres interactius --- Llibres online --- Llibres --- Lectura sobre pantalla --- Autòmats cel·lulars --- Reconeixement automàtic de la parla --- Visió per ordinador --- Computació òptica --- Processament de dades òptiques --- Tractament òptic de la informació --- Biònica --- Fotònica --- Òptica integrada --- Processament de dades --- Lectors òptics --- Processament d'imatges --- Reconeixement òptic de formes --- Transmissió de les imatges --- Visualització (Informàtica) --- Xarxes neurals (Informàtica) --- Xarxes neurals artificials --- Xarxes neuronals artificials --- Cibernètica --- Informàtica tova --- Intel·ligència artificial --- Computació evolutiva --- Xarxes neuronals convolucionals --- Intel·ligència computacional