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04551naaaa2201033uu 4500 |
| 003 - CONTROL NUMBER IDENTIFIER |
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BUT |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
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20230406121836.0 |
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m o d |
| 007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION |
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cr|mn|---annan |
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20210211s2020 xx |||||o ||| eng|| d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
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| International Standard Book Number |
9783039285761 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
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| International Standard Book Number |
9783039285778 |
| 040 ## - CATALOGING SOURCE |
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| Original cataloging agency |
oapen |
| Transcribing agency |
oapen |
| 041 0# - LANGUAGE CODE |
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| Language code of text/sound track or separate title |
eng |
| 080 ## - UNIVERSAL DECIMAL CLASSIFICATION NUMBER |
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| Universal Decimal Classification number |
004.8 |
| 100 1# - MAIN ENTRY--PERSONAL NAME |
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| Personal name |
Suñé, Jordi |
| Relationship |
auth |
| 245 10 - TITLE STATEMENT |
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| Title |
Memristors for Neuromorphic Circuits and Artificial Intelligence Applications |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. |
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| Name of publisher, distributor, etc. |
MDPI - Multidisciplinary Digital Publishing Institute |
| Date of publication, distribution, etc. |
2020 |
| 300 ## - PHYSICAL DESCRIPTION |
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| Extent |
1 electronic resource (244 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. |
Artificial Intelligence (AI) has found many applications in the past decade due to the ever increasing computing power. Artificial Neural Networks are inspired in the brain structure and consist in the interconnection of artificial neurons through artificial synapses. Training these systems requires huge amounts of data and, after the network is trained, it can recognize unforeseen data and provide useful information. The so-called Spiking Neural Networks behave similarly to how the brain functions and are very energy efficient. Up to this moment, both spiking and conventional neural networks have been implemented in software programs running on conventional computing units. However, this approach requires high computing power, a large physical space and is energy inefficient. Thus, there is an increasing interest in developing AI tools directly implemented in hardware. The first hardware demonstrations have been based on CMOS circuits for neurons and specific communication protocols for synapses. However, to further increase training speed and energy efficiency while decreasing system size, the combination of CMOS neurons with memristor synapses is being explored. The memristor is a resistor with memory which behaves similarly to biological synapses. This book explores the state-of-the-art of neuromorphic circuits implementing neural networks with memristors for AI applications. |
| 540 ## - TERMS GOVERNING USE AND REPRODUCTION NOTE |
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| Terms governing use and reproduction |
Creative Commons |
| Use and reproduction rights |
https://creativecommons.org/licenses/by-nc-nd/4.0/ |
| Source of term |
cc |
| 546 ## - LANGUAGE NOTE |
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| Language note |
English |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| 9 (RLIN) |
4518 |
| Topical term or geographic name entry element |
Искусственный интеллект |
| 653 ## - INDEX TERM--UNCONTROLLED |
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| Uncontrolled term |
graphene oxide |
| 653 ## - INDEX TERM--UNCONTROLLED |
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| Uncontrolled term |
artificial neural network |
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| Uncontrolled term |
simulation |
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| Uncontrolled term |
neural networks |
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| Uncontrolled term |
STDP |
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| Uncontrolled term |
neuromorphics |
| 653 ## - INDEX TERM--UNCONTROLLED |
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| Uncontrolled term |
spiking neural network |
| 653 ## - INDEX TERM--UNCONTROLLED |
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| Uncontrolled term |
artificial intelligence |
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| Uncontrolled term |
hierarchical temporal memory |
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synaptic weight |
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| Uncontrolled term |
optimization |
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| Uncontrolled term |
transistor-like devices |
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| Uncontrolled term |
multiscale modeling |
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| Uncontrolled term |
memristor crossbar |
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| Uncontrolled term |
spike-timing-dependent plasticity |
| 653 ## - INDEX TERM--UNCONTROLLED |
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| Uncontrolled term |
memristor-CMOS hybrid circuit |
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| Uncontrolled term |
pavlov |
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wire resistance |
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AI |
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neocortex |
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synapse |
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character recognition |
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resistive switching |
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electronic synapses |
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defect-tolerant spatial pooling |
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emulator |
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compact model |
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deep learning networks |
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| Uncontrolled term |
artificial synapse |
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| Uncontrolled term |
circuit design |
| 653 ## - INDEX TERM--UNCONTROLLED |
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| Uncontrolled term |
memristors |
| 653 ## - INDEX TERM--UNCONTROLLED |
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| Uncontrolled term |
neuromorphic engineering |
| 653 ## - INDEX TERM--UNCONTROLLED |
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| Uncontrolled term |
memristive devices |
| 653 ## - INDEX TERM--UNCONTROLLED |
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| Uncontrolled term |
OxRAM |
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| Uncontrolled term |
neural network hardware |
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| Uncontrolled term |
sensory and hippocampal responses |
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| Uncontrolled term |
neuromorphic hardware |
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boost-factor adjustment |
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RRAM |
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| Uncontrolled term |
variability |
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| Uncontrolled term |
Flash memories |
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| Uncontrolled term |
neuromorphic |
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| Uncontrolled term |
reinforcement learning |
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| Uncontrolled term |
laser |
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| Uncontrolled term |
memristor |
| 653 ## - INDEX TERM--UNCONTROLLED |
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| Uncontrolled term |
hardware-based deep learning ICs |
| 653 ## - INDEX TERM--UNCONTROLLED |
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| Uncontrolled term |
temporal pooling |
| 653 ## - INDEX TERM--UNCONTROLLED |
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| Uncontrolled term |
self-organization maps |
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crossbar array |
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| Uncontrolled term |
pattern recognition |
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| Uncontrolled term |
strongly correlated oxides |
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| Uncontrolled term |
vertical RRAM |
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| Uncontrolled term |
autocovariance |
| 653 ## - INDEX TERM--UNCONTROLLED |
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| Uncontrolled term |
neuromorphic computing |
| 653 ## - INDEX TERM--UNCONTROLLED |
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| Uncontrolled term |
synaptic device |
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| Uncontrolled term |
cortical neurons |
| 653 ## - INDEX TERM--UNCONTROLLED |
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| Uncontrolled term |
time series modeling |
| 653 ## - INDEX TERM--UNCONTROLLED |
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| Uncontrolled term |
spiking neural networks |
| 653 ## - INDEX TERM--UNCONTROLLED |
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| Uncontrolled term |
neuromorphic systems |
| 653 ## - INDEX TERM--UNCONTROLLED |
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| Uncontrolled term |
synaptic plasticity |
| 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/2171">https://mdpi.com/books/pdfview/book/2171</a> |
| Access status |
0 |
| Public note |
Download |
| 856 40 - ELECTRONIC LOCATION AND ACCESS |
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| Host name |
www.oapen.org |
| Uniform Resource Identifier |
<a href="https://directory.doabooks.org/handle/20.500.12854/53144">https://directory.doabooks.org/handle/20.500.12854/53144</a> |
| Access status |
0 |
| Public note |
Description |
| 909 ## - Составили записи |
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| -- |
4 |
| -- |
Darya Shvetsova |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
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| Source of classification or shelving scheme |
Универсальная десятичная классификация |
| Koha item type |
Electronic edition |
