DeepMaker: A multi-objective optimization framework for deep neural networks in embedded systems (English)
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In:
Microprocessors and Microsystems
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73
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2020
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ISSN:
- Article (Journal) / Electronic Resource
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Title:DeepMaker: A multi-objective optimization framework for deep neural networks in embedded systems
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Contributors:Loni, Mohammad ( author ) / Sinaei, Sima ( author ) / Zoljodi, Ali ( author ) / Daneshtalab, Masoud ( author ) / Sjödin, Mikael ( author )
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Published in:
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Publication date:2020-01-02
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ISSN:
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DOI:
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Type of media:Article (Journal)
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Type of material:Electronic Resource
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Language:English
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Keywords:
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Source:
Table of contents – Volume 73
The tables of contents are generated automatically and are based on the data records of the individual contributions available in the index of the TIB portal. The display of the Tables of Contents may therefore be incomplete.
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Multimodal registration of visible, SWIR and LWIR images in a distributed smart camera systemCárdenas, Javier / Soto, Javier E. / Figueroa, Miguel et al. | 2019
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Integrated moving target defense and control reconfiguration for securing Cyber-Physical systemsPotteiger, Bradley / Zhang, Zhenkai / Koutsoukos, Xenofon et al. | 2019
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Towards resource-frugal deep convolutional neural networks for hyperspectral image segmentationNalepa, Jakub / Antoniak, Marek / Myller, Michal / Ribalta Lorenzo, Pablo / Marcinkiewicz, Michal et al. | 2020
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Isolation enhanced MIMO antenna for software defined networking (SDN) adapted ultrawide band (UBW) radio tech applicationsV, Indu Nair / P, Deepa et al. | 2019
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Time situate recurrence estimation technique for efficient data collection in war field sensor networkSangeetha, A / Chandrasekaran, M / Kavithaa, G et al. | 2020
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Optimization of harmonics with active power filter based on ADALINE neural networkSujith, M. / Padma, S. et al. | 2019
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Application of Machine Learning and Big Data in Doubly Fed Induction Generator based Stability Analysis of Multi Machine System using Substantial Transformative Optimization AlgorithmSubha Seethalakshmi, V. / Karthigaivel, R. / Vengadachalam, N. / Selvakumaran, S. et al. | 2019
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Design of AWC core using DCD iterations for MVDR beamformerKidav, Jayaraj U. / Siva Mangai, N.M. / Pillai, M.P. et al. | 2019
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FPGA implementation of highly scalable AES algorithm using modified mix column with gate replacement technique for security application in TCP/IPMadhavapandian, S. / MaruthuPandi, P. et al. | 2019
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Appropriate allocation of workloads on performance asymmetric multicore architectures via deep learning algorithmsB, Gomatheeshwari / Selvakumar, J. et al. | 2020
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Editorial Board| 2019
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A 0.9-V 50-MHz 256-bit 1D-to-2D-based single/multi-match priority encoder with 0.67-nW standby power on 65-nm SOTB CMOSNguyen, Xuan-Thuan / Hoang, Trong-Thuc / Nguyen, Hong-Thu / Inoue, Katsumi / Pham, Cong-Kha et al. | 2019
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DeepMaker: A multi-objective optimization framework for deep neural networks in embedded systemsLoni, Mohammad / Sinaei, Sima / Zoljodi, Ali / Daneshtalab, Masoud / Sjödin, Mikael et al. | 2020
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CoNNa–Hardware accelerator for compressed convolutional neural networksStruharik, Rastislav J.R. / Vukobratović, Bogdan Z. / Erdeljan, Andrea M. / Rakanović, Damjan M. et al. | 2020
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Design of low power NFSR for RFID system with irregular clock pulseSuresh, T. / Ramakrishnan, M. et al. | 2019
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A novel hybrid optimized and adaptive reconfigurable framework for the implementation of hybrid bio-inspired classifiers for diagnosisRamamoorthy, Prabhu / Nallasamy, Viswanathan et al. | 2019
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A novel high-density dual threshold GNRFET SRAM design with improved stabilityPatel, Pramod Kumar / Malik, M.M. / Gupta, Tarun K. et al. | 2019
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Combining statistical models using modified spectral subtraction method for embedded systemBalaji, V.R. / S, Maheswaran / Rajesh Babu, M. / Kowsigan, M. / E., Prabhu / K, Venkatachalam et al. | 2019
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Area and delay efficient GDI based accuracy configurable adder designB., Sakthivel / A., Padma et al. | 2019
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Design and implementation of novel soft switching method based DC-DC converter with non-isolated coupled inductor in solar system using FPGAUmadevi, K. / Nagarajan, C. et al. | 2019
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An energy efficient FPGA partial reconfiguration based micro-architectural technique for IoT applicationsKiat, Wei-Pau / Mok, Kai-Ming / Lee, Wai-Kong / Goh, Hock-Guan / Achar, Ramachandra et al. | 2019
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Recommender system implementations for embedded collaborative filtering applicationsPajuelo-Holguera, Francisco / Gómez-Pulido, Juan A. / Ortega, Fernando / Granado-Criado, José M. et al. | 2020
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Ant colony optimization technique tuned controller for frequency regulation of single area nuclear power generating systemDhanasekaran, Boopathi / Siddhan, Saravanan / Kaliannan, Jagatheesan et al. | 2019
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Interfaced circuit using a non-destructive method for moisture measurementK, Divya Nath / Ramanathan, Prabhu et al. | 2019
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FPGA implementation of XOR-MUX full adder based DWT for signal processing applicationsRadhakrishnan, P. / Themozhi, G. et al. | 2019
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CNN-Grinder: From Algorithmic to High-Level Synthesis descriptions of CNNs for Low-end-low-cost FPGA SoCsMousouliotis, Panagiotis G. / Petrou, Loukas P. et al. | 2020
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A novel majority based imprecise 4:2 compressor with respect to the current and future VLSI industryTaheri, MohammadReza / Arasteh, Armineh / Mohammadyan, Somaye / Panahi, Atiyeh / Navi, Keivan et al. | 2019
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Area efficient high-performance time to digital convertersPalani, Latha / Rajagopal, Sivakumar / Ramana Rao, Yeragudipati Venkata et al. | 2019
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A reformed adaptive frequency passiveness control for unified power quality compensator with model parameter ability to improve power qualityRajarajan, R. / Prakash, R. et al. | 2019
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DYSCO: DYnamic Stepper Current InjectOr to improve write performance in STT-RAM memoriesSeyedfaraji, Saeed / Hajisadeghi, Amir M. / Talafy, Javad / Zarandi, Hamid R. et al. | 2019
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Design of low power multi-ternary digit multiplier in CNTFET technologySharma, Trapti / Kumre, Laxmi et al. | 2019
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High-performance asynchronous pipeline using embedded delay elementKavitha, R.K. / Khajamastan, A. / Akhilesh, Y. Rama / Venkataramani, B. et al. | 2019
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Effective RCA design using quantum dot cellular automataMaharaj, Jeyalakshmi / Muthurathinam, Santhi et al. | 2019
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Intrinsic Power Management Strategy based improvement of power stability in a single-phase AC–DC converter systemVengadachalam, N. / Karthigaivel, R. / Subha Seethalakshmi, V. et al. | 2020
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General memory efficient packet matching FPGA architecture for future high-speed networksKekely, Michal / Kekely, Lukáš / Kořenek, Jan et al. | 2019
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A novel GWO optimized pruning technique for inexact circuit designShabeerkhan, S. / Padma, A. et al. | 2019