MARC details
| 000 -LEADER |
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| fixed length control field |
04238naaaa2200961uu 4500 |
| 001 - CONTROL NUMBER |
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| control field |
https://directory.doabooks.org/handle/20.500.12854/68541 |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
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| control field |
20220714193745.0 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
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| International Standard Book Number |
books978-3-0365-0285-4 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
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| International Standard Book Number |
9783036502847 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
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| International Standard Book Number |
9783036502854 |
| 024 7# - OTHER STANDARD IDENTIFIER |
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| Standard number or code |
10.3390/books978-3-0365-0285-4 |
| Terms of availability |
doi |
| 041 0# - LANGUAGE CODE |
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| Language code of text/sound track or separate title |
English |
| 042 ## - AUTHENTICATION CODE |
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| Authentication code |
dc |
| 072 #7 - SUBJECT CATEGORY CODE |
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| Subject category code |
KNTX |
| Source |
bicssc |
| 100 1# - MAIN ENTRY--PERSONAL NAME |
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| Personal name |
Xibilia, Maria Gabriella |
| Relator code |
edt |
| 9 (RLIN) |
230369 |
| 245 10 - TITLE STATEMENT |
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| Title |
Innovative Topologies and Algorithms for Neural Networks |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) |
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| Place of publication, distribution, etc |
Basel, Switzerland |
| Name of publisher, distributor, etc |
MDPI - Multidisciplinary Digital Publishing Institute |
| Date of publication, distribution, etc |
2021 |
| 300 ## - PHYSICAL DESCRIPTION |
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| Extent |
1 electronic resource (198 p.) |
| 506 0# - RESTRICTIONS ON ACCESS NOTE |
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| Terms governing access |
Open Access |
| Source of term |
star |
| Standardized terminology for access restriction |
Unrestricted online access |
| 520 ## - SUMMARY, ETC. |
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| Summary, etc |
The introduction of new topologies and training procedures to deep neural networks has solicited a renewed interest in the field of neural computation. The use of deep structures has significantly improved state-of-the-art applications in many fields, such as computer vision, speech and text processing, medical applications, and IoT (Internet of Things). The probability of a successful outcome from a neural network is linked to selection of an appropriate network architecture and training algorithm. Accordingly, much of the recent research on neural networks has been devoted to the study and proposal of novel architectures, including solutions tailored to specific problems. This book gives significant contributions to the above-mentioned fields by merging theoretical aspects and relevant applications. |
| 540 ## - TERMS GOVERNING USE AND REPRODUCTION NOTE |
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| Terms governing use and reproduction |
Creative Commons |
| -- |
https://creativecommons.org/licenses/by/4.0/ |
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cc |
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https://creativecommons.org/licenses/by/4.0/ |
| 546 ## - LANGUAGE NOTE |
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| Language note |
English |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical term or geographic name as entry element |
Information technology industries |
| Source of heading or term |
bicssc |
| 9 (RLIN) |
1081039 |
| 653 ## - INDEX TERM--UNCONTROLLED |
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| Uncontrolled term |
facial image analysis |
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facial nerve paralysis |
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| Uncontrolled term |
deep convolutional neural networks |
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image classification |
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Chinese text classification |
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long short-term memory |
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convolutional neural network |
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Arabic named entity recognition |
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bidirectional recurrent neural network |
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GRU |
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LSTM |
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natural language processing |
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word embedding |
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CNN |
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object detection network |
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attention mechanism |
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feature fusion |
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LSTM-CRF model |
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elements recognition |
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linguistic features |
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POS syntactic rules |
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action recognition |
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fused features |
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3D convolution neural network |
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motion map |
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long short-term-memory |
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tooth-marked tongue |
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gradient-weighted class activation maps |
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ship identification |
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fully convolutional network |
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embedded deep learning |
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scalability |
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gesture recognition |
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human computer interaction |
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alternative fusion neural network |
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deep learning |
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sentiment attention mechanism |
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| Uncontrolled term |
bidirectional gated recurrent unit |
| 653 ## - INDEX TERM--UNCONTROLLED |
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Internet of Things |
| 653 ## - INDEX TERM--UNCONTROLLED |
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| Uncontrolled term |
convolutional neural networks |
| 653 ## - INDEX TERM--UNCONTROLLED |
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graph partitioning |
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distributed systems |
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resource-efficient inference |
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pedestrian attribute recognition |
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graph convolutional network |
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multi-label learning |
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| Uncontrolled term |
autoencoders |
| 653 ## - INDEX TERM--UNCONTROLLED |
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| Uncontrolled term |
long-short-term memory networks |
| 653 ## - INDEX TERM--UNCONTROLLED |
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| Uncontrolled term |
convolution neural Networks |
| 653 ## - INDEX TERM--UNCONTROLLED |
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| Uncontrolled term |
object recognition |
| 653 ## - INDEX TERM--UNCONTROLLED |
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| Uncontrolled term |
sentiment analysis |
| 653 ## - INDEX TERM--UNCONTROLLED |
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| Uncontrolled term |
text recognition |
| 653 ## - INDEX TERM--UNCONTROLLED |
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| Uncontrolled term |
IoT (Internet of Thing) systems |
| 653 ## - INDEX TERM--UNCONTROLLED |
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| Uncontrolled term |
medical applications |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
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| Personal name |
Graziani, Salvatore |
| Relator code |
edt |
| 9 (RLIN) |
603547 |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Xibilia, Maria Gabriella |
| Relator code |
oth |
| 9 (RLIN) |
230369 |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Graziani, Salvatore |
| Relator code |
oth |
| 9 (RLIN) |
603547 |
| 856 40 - ELECTRONIC LOCATION AND ACCESS |
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| Host name |
www.oapen.org |
| Uniform Resource Identifier |
<a href="https://mdpi.com/books/pdfview/book/3562">https://mdpi.com/books/pdfview/book/3562</a> |
| -- |
0 |
| Public note |
DOAB: download the publication |
| 856 40 - ELECTRONIC LOCATION AND ACCESS |
|---|
| Host name |
www.oapen.org |
| Uniform Resource Identifier |
<a href="https://directory.doabooks.org/handle/20.500.12854/68541">https://directory.doabooks.org/handle/20.500.12854/68541</a> |
| -- |
0 |
| Public note |
DOAB: description of the publication |
