3D Convolutional Neural Network based on memristor for video recognition

Liu, Jiaqi; Li, Zhenghao; Tang, Yongliang; Hu, Wei; Wu, Jun

doi:10.1016/j.patrec.2018.12.005

Title: 3D Convolutional Neural Network based on memristor for video recognition

Journal Article · 31 January 2020 · Pattern Recognition Letters

DOI: https://doi.org/10.1016/j.patrec.2018.12.005 · OSTI ID:1636799

;

; Tang, Yongliang; Hu, Wei; Wu, Jun

Not Available

View Accepted Manuscript (Publisher)

Cite

Export

Save

Sponsoring Organization:: USDOE Office of Electricity (OE), Advanced Grid Research & Development. Power Systems Engineering Research

OSTI ID:: 1636799

Journal Information:: Pattern Recognition Letters, Journal Name: Pattern Recognition Letters Journal Issue: C Vol. 130; ISSN 0167-8655

Publisher:: ElsevierCopyright Statement

Country of Publication:: Netherlands

Language:: English

References (29)

Reconfigurable Nonvolatile Logic Operations in Resistance Switching Crossbar Array for Large-Scale Circuits Huang, Peng; Kang, Jinfeng; Zhao, Yudi Advanced Materials, Vol. 28, Issue 44 https://doi.org/10.1002/adma.201602418	journal	September 2016
Ultrasensitive Memristive Synapses Based on Lightly Oxidized Sulfide Films Hu, Lingxiang; Fu, Sheng; Chen, Youhu Advanced Materials, Vol. 29, Issue 24 https://doi.org/10.1002/adma.201606927	journal	April 2017
Simple to complex cross-modal learning to rank Luo, Minnan; Chang, Xiaojun; Li, Zhihui Computer Vision and Image Understanding, Vol. 163 https://doi.org/10.1016/j.cviu.2017.07.001	journal	October 2017
What is the best way for extracting meaningful attributes from pictures? Liu, Liangchen; Wiliem, Arnold; Chen, Shaokang Pattern Recognition, Vol. 64 https://doi.org/10.1016/j.patcog.2016.10.034	journal	April 2017
Nanoscale Memristor Device as Synapse in Neuromorphic Systems Jo, Sung Hyun; Chang, Ting; Ebong, Idongesit Nano Letters, Vol. 10, Issue 4, p. 1297-1301 https://doi.org/10.1021/nl904092h	journal	April 2010
Nanoscale connections for brain-like circuits Legenstein, Robert Nature, Vol. 521, Issue 7550 https://doi.org/10.1038/521037a	journal	May 2015
Training and operation of an integrated neuromorphic network based on metal-oxide memristors Prezioso, M.; Merrikh-Bayat, F.; Hoskins, B. D. Nature, Vol. 521, Issue 7550 https://doi.org/10.1038/nature14441	journal	May 2015
Unsupervised learning in probabilistic neural networks with multi-state metal-oxide memristive synapses Serb, Alexander; Bill, Johannes; Khiat, Ali Nature Communications, Vol. 7, Issue 1 https://doi.org/10.1038/ncomms12611	journal	September 2016
Face classification using electronic synapses Yao, Peng; Wu, Huaqiang; Gao, Bin Nature Communications, Vol. 8, Issue 1 https://doi.org/10.1038/ncomms15199	journal	May 2017
Memristors with diffusive dynamics as synaptic emulators for neuromorphic computing Wang, Zhongrui; Joshi, Saumil; Savel’ev, Sergey E. Nature Materials, Vol. 16, Issue 1 https://doi.org/10.1038/nmat4756	journal	September 2016
Stochastic phase-change neurons Tuma, Tomas; Pantazi, Angeliki; Le Gallo, Manuel Nature Nanotechnology, Vol. 11, Issue 8 https://doi.org/10.1038/nnano.2016.70	journal	May 2016
Flexible three-dimensional artificial synapse networks with correlated learning and trainable memory capability Wu, Chaoxing; Kim, Tae Whan; Choi, Hwan Young Nature Communications, Vol. 8, Issue 1 https://doi.org/10.1038/s41467-017-00803-1	journal	September 2017
Learning processes modulated by the interface effects in a Ti/conducting polymer/Ti resistive switching cell Zeng, Fei; Li, Sizhao; Yang, Jing RSC Advances, Vol. 4, Issue 29 https://doi.org/10.1039/c3ra46679e	journal	January 2014
Synaptic plasticity and learning behaviours mimicked through Ag interface movement in an Ag/conducting polymer/Ta memristive system Li, Sizhao; Zeng, Fei; Chen, Chao Journal of Materials Chemistry C, Vol. 1, Issue 34 https://doi.org/10.1039/c3tc30575a	journal	January 2013
Synaptic devices based on purely electronic memristors Pan, Ruobing; Li, Jun; Zhuge, Fei Applied Physics Letters, Vol. 108, Issue 1 https://doi.org/10.1063/1.4939436	journal	January 2016
All-memristive neuromorphic computing with level-tuned neurons Pantazi, Angeliki; Woźniak, Stanisław; Tuma, Tomas Nanotechnology, Vol. 27, Issue 35 https://doi.org/10.1088/0957-4484/27/35/355205	journal	July 2016
Low-power CMOS digital design Chandrakasan, A. P.; Sheng, S.; Brodersen, R. W. IEEE Journal of Solid-State Circuits, Vol. 27, Issue 4 https://doi.org/10.1109/4.126534	journal	April 1992
Automatic Image Attribute Selection for Zero-Shot Learning of Object Categories Liu, Liangchen; Wiliem, Arnold; Chen, Shaokang 2014 22nd International Conference on Pattern Recognition (ICPR) https://doi.org/10.1109/ICPR.2014.452	conference	August 2014
Resistive Switching and Synaptic Behaviors of TaN/Al ₂ O ₃ /ZnO/ITO Flexible Devices With Embedded Ag Nanoparticles Wang, Da-Ting; Dai, Ya-Wei; Xu, Jing IEEE Electron Device Letters, Vol. 37, Issue 7 https://doi.org/10.1109/LED.2016.2570279	journal	July 2016
A hardware neural network for handwritten digits recognition using binary RRAM as synaptic weight element Wang, Wei; Li, Yang; Wang, Ming 2016 IEEE Silicon Nanoelectronics Workshop (SNW) https://doi.org/10.1109/SNW.2016.7577980	conference	June 2016
Reliability Impact of Chalcogenide-Structure Relaxation in Phase-Change Memory (PCM) Cells—Part II: Physics-Based Modeling Lavizzari, Simone; Ielmini, Daniele; Sharma, Deepak IEEE Transactions on Electron Devices, Vol. 56, Issue 5 https://doi.org/10.1109/TED.2009.2016398	journal	May 2009
Multi-Modal Joint Clustering With Application for Unsupervised Attribute Discovery Liu, Liangchen; Nie, Feiping; Wiliem, Arnold IEEE Transactions on Image Processing, Vol. 27, Issue 9 https://doi.org/10.1109/TIP.2018.2831454	journal	September 2018
Unsupervised Visual Hashing with Semantic Assistant for Content-Based Image Retrieval Zhu, Lei; Shen, Jialie; Xie, Liang IEEE Transactions on Knowledge and Data Engineering, Vol. 29, Issue 2 https://doi.org/10.1109/TKDE.2016.2562624	journal	February 2017
Discrete Multimodal Hashing With Canonical Views for Robust Mobile Landmark Search Zhu, Lei; Huang, Zi; Liu, Xiaobai IEEE Transactions on Multimedia, Vol. 19, Issue 9 https://doi.org/10.1109/TMM.2017.2729025	journal	September 2017
Compound Rank- $k$ Projections for Bilinear Analysis Chang, Xiaojun; Nie, Feiping; Wang, Sen IEEE Transactions on Neural Networks and Learning Systems, Vol. 27, Issue 7 https://doi.org/10.1109/TNNLS.2015.2441735	journal	July 2016
3D Convolutional Neural Networks for Human Action Recognition Ji, Shuiwang; Xu, Wei; Yang, Ming IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 35, Issue 1 https://doi.org/10.1109/TPAMI.2012.59	journal	January 2013
Semantic Pooling for Complex Event Analysis in Untrimmed Videos Chang, Xiaojun; Yu, Yao-Liang; Yang, Yi IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 39, Issue 8 https://doi.org/10.1109/TPAMI.2016.2608901	journal	August 2017
Architecting phase change memory as a scalable dram alternative Lee, Benjamin C.; Ipek, Engin; Mutlu, Onur ACM SIGARCH Computer Architecture News, Vol. 37, Issue 3 https://doi.org/10.1145/1555815.1555758	journal	June 2009
Accelerating Protein Docking in ZDOCK Using an Advanced 3D Convolution Library Pierce, Brian G.; Hourai, Yuichiro; Weng, Zhiping PLoS ONE, Vol. 6, Issue 9 https://doi.org/10.1371/journal.pone.0024657	journal	September 2011

Similar Records

Recognition of cotton growth period for precise spraying based on convolution neural network

Journal Article · 2021 · Information Processing in Agriculture · OSTI ID:1618003

Wang, Shanping; Li, Yang; Yuan, Jin; +3 more

Remote Sensor Design for Visual Recognition With Convolutional Neural Networks

Journal Article · 2019 · IEEE Transactions on Geoscience and Remote Sensing · OSTI ID:1812784

Jaffe, Lucas; Zelinski, Michael; Sakla, Wesam

Partial Discharge Recognition Based on Optical Fiber Distributed Acoustic Sensing and a Convolutional Neural Network

Journal Article · 2018 · IEEE Access · OSTI ID:1839834

Che, Qian; Wen, Hongqiao; Li, Xinyu; +2 more

Title: 3D Convolutional Neural Network based on memristor for video recognition

Citation Formats

References (29)

Similar Records

Related Subjects