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Research Output

  • 755 Citations
  • 11 h-Index
  • 86 Article
  • 33 Conference contribution
  • 4 Paper
2019

An Intelligent QoS Algorithm for Home Networks

Hwang, W. J., Tai, T. M., Pan, B. T., Lou, T. Y. & Jhang, Y. J., 2019 Apr, In : IEEE Communications Letters. 23, 4, p. 588-591 4 p., 8633966.

Research output: Contribution to journalArticle

Continuous finger gesture recognition based on flex sensors

Chuang, W. C., Hwang, W. J., Tai, T. M., Huang, D. R. & Jhang, Y. J., 2019 Sep 2, In : Sensors (Switzerland). 19, 18, 3986.

Research output: Contribution to journalArticle

Open Access

Sensor based dynamic hand gesture recognition by pairnet

Jhang, Y. J., Chu, Y. C., Tai, T. M., Hwang, W. J., Cheng, P. W. & Lee, C. K., 2019 Jul, Proceedings - 2019 IEEE International Congress on Cybermatics: 12th IEEE International Conference on Internet of Things, 15th IEEE International Conference on Green Computing and Communications, 12th IEEE International Conference on Cyber, Physical and Social Computing and 5th IEEE International Conference on Smart Data, iThings/GreenCom/CPSCom/SmartData 2019. Institute of Electrical and Electronics Engineers Inc., p. 994-1001 8 p. 8875280. (Proceedings - 2019 IEEE International Congress on Cybermatics: 12th IEEE International Conference on Internet of Things, 15th IEEE International Conference on Green Computing and Communications, 12th IEEE International Conference on Cyber, Physical and Social Computing and 5th IEEE International Conference on Smart Data, iThings/GreenCom/CPSCom/SmartData 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)
2018

A Novel User-Oriented Quality of Service Algorithm for Home Networks

Hwang, W. J., Tung, Y. C., Chen, Y. L., Lai, P. Y. & Ho, C. H., 2018 Mar 1, In : IEEE Systems Journal. 12, 1, p. 548-559 12 p.

Research output: Contribution to journalArticle

2 Citations (Scopus)
2017

An efficient FPGA-based architecture for convolutional neural networks

Hwang, W-J., Jhang, Y. J. & Tai, T. M., 2017 Oct 19, 2017 40th International Conference on Telecommunications and Signal Processing, TSP 2017. Herencsar, N. (ed.). Institute of Electrical and Electronics Engineers Inc., p. 582-588 7 p. (2017 40th International Conference on Telecommunications and Signal Processing, TSP 2017; vol. 2017-January).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

An efficient hardware circuit for spike sorting based on competitive learning networks

Chen, H. Y., Chen, C. C. & Hwang, W. J., 2017 Oct, In : Sensors (Switzerland). 17, 10, 2232.

Research output: Contribution to journalArticle

Quality of Service Management for Home Networks Using Online Service Response Prediction

Hwang, W. J., Tai, T. M., Jhang, Y. J., Tung, Y. C., Ho, C. H. & Kuo, S. Y., 2017 Oct, In : IEEE Internet of Things Journal. 4, 5, p. 1773-1786 14 p., 7932439.

Research output: Contribution to journalArticle

3 Citations (Scopus)
2015

An efficient VLSI architecture for multi-channel spike sorting using a generalized hebbian algorithm

Chen, Y. L., Hwang, W. J. & Ke, C. E., 2015 Aug 13, In : Sensors (Switzerland). 15, 8, p. 19830-19851 22 p.

Research output: Contribution to journalArticle

3 Citations (Scopus)

A novel QoS mapping algorithm for heterogeneous home networks using general regression neural networks

Tung, Y. C., Hwang, W. J. & Ho, C. H., 2015 Jan 26, Proceedings - 17th IEEE International Conference on Computational Science and Engineering, CSE 2014, Jointly with 13th IEEE International Conference on Ubiquitous Computing and Communications, IUCC 2014, 13th International Symposium on Pervasive Systems, Algorithms, and Networks, I-SPAN 2014 and 8th International Conference on Frontier of Computer Science and Technology, FCST 2014. Liu, X., El Baz, D., Hsu, C-H., Kang, K. & Chen, W. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 519-526 8 p. 07023631. (Proceedings - 17th IEEE International Conference on Computational Science and Engineering, CSE 2014, Jointly with 13th IEEE International Conference on Ubiquitous Computing and Communications, IUCC 2014, 13th International Symposium on Pervasive Systems, Algorithms, and Networks, I-SPAN 2014 and 8th International Conference on Frontier of Computer Science and Technology, FCST 2014).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Digital hologram authentication using a hadamard-based reversible fragile watermarking algorithm

Chan, H. T., Hwang, W. J. & Cheng, C. J., 2015 Feb 1, In : IEEE/OSA Journal of Display Technology. 11, 2, p. 193-203 11 p., 6948251.

Research output: Contribution to journalArticle

14 Citations (Scopus)

Novel outline features for pedestrian detection system with thermal images

Lin, C. F., Chen, C. S., Hwang, W-J., Chen, C. Y., Hwang, C. H. & Chang, C. L., 2015 Nov 1, In : Pattern Recognition. 48, 11, p. 3440-3450 11 p.

Research output: Contribution to journalArticle

21 Citations (Scopus)

Real-time middle wave infrared aerial image capturing and stitching system for vegetation observation

Lin, C. F., Lin, S. F., Hwang, W-J., Chen, Y. H. & Hwang, C. H., 2015 Jan 1, 2015 IEEE International Instrumentation and Measurement Technology Conference - The "Measurable" of Tomorrow: Providing a Better Perspective on Complex Systems, I2MTC 2015 - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2015-July. p. 1008-1013 6 p. 7151408

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Region-referenced phase unwrapping architecture for digital holographic microscopy

Hwang, W. J., Chen, H. Y. & Cheng, C. J., 2015 Jan 1, In : Applied Optics. 54, 1, p. A67-A75

Research output: Contribution to journalArticle

2 Citations (Scopus)
2014

A fragile watermarking algorithm for hologram authentication

Cheng, C. J., Hwang, W. J., Zeng, H. Y. & Lin, Y. C., 2014 Apr 1, In : IEEE/OSA Journal of Display Technology. 10, 4, p. 263-271 9 p., 6690223.

Research output: Contribution to journalArticle

22 Citations (Scopus)

Efficient FPGA-based fresnel transform architecture for digital holography

Cheng, C. J., Hwang, W. J., Chen, C. T. & Lai, X. J., 2014 Apr 1, In : IEEE/OSA Journal of Display Technology. 10, 4, p. 272-281 10 p., 6690202.

Research output: Contribution to journalArticle

9 Citations (Scopus)

Hologram authentication based on a secure watermarking algorithm using cellular automata

Hwang, W. J., Chan, H. T. & Cheng, C. J., 2014 Sep 20, In : Applied Optics. 53, 27, p. G64-G73

Research output: Contribution to journalArticle

9 Citations (Scopus)

Spike detection based on normalized correlation with automatic template generation

Hwang, W. J., Wang, S. H. & Hsu, Y. T., 2014 Jun 23, In : Sensors (Switzerland). 14, 6, p. 11049-11069 21 p.

Research output: Contribution to journalArticle

7 Citations (Scopus)
2013

Efficient architecture for spike sorting in reconfigurable hardware

Hwang, W. J., Lee, W. H., Lin, S. J. & Lai, S. Y., 2013 Nov 1, In : Sensors (Switzerland). 13, 11, p. 14860-14887 28 p.

Research output: Contribution to journalArticle

8 Citations (Scopus)

Efficient hardware architecture for kernel fuzzy c-means algorithm

Ou, C. M., Hwang, W. J. & Yang, S. M., 2013 Feb 20, Innovation for Applied Science and Technology. p. 3079-3086 8 p. (Applied Mechanics and Materials; vol. 284-287).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Efficient VLSI architecture for spike sorting based on generalized Hebbian algorithm

Hwang, W-J. & Chen, H., 2013 Nov 11, ESANN 2013 proceedings, 21st European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning. p. 71-76 6 p. (ESANN 2013 proceedings, 21st European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Efficient VLSI architecture for training radial basis function networks

Fan, Z. C. & Hwang, W. J., 2013 Mar, In : Sensors (Switzerland). 13, 3, p. 3848-3877 30 p.

Research output: Contribution to journalArticle

6 Citations (Scopus)

FPGA-based online learning hardware architecture for kernel fuzzy c-means algorithm

Ou, C. M., Hwang, W-J. & Yang, S. M., 2013 Jun 1, In : Indian Journal of Engineering and Materials Sciences. 20, 3, p. 225-231 7 p.

Research output: Contribution to journalArticle

2012

Efficient architecture for island genetic algorithm in reconfigurable hardware

Ou, C. M., yu, T. Y., Hwang, W. J. & Chiang, T. C., 2012 Jan, In : Intelligent Automation and Soft Computing. 18, 4, p. 413-430 18 p.

Research output: Contribution to journalArticle

Efficient K-winner-take-all competitive learning hardware architecture for on-chip learning

Ou, C. M., Li, H. Y. & Hwang, W. J., 2012 Sep, In : Sensors (Switzerland). 12, 9, p. 11661-11683 23 p.

Research output: Contribution to journalArticle

2 Citations (Scopus)

FPGA implementation of generalized hebbian algorithm for texture classification

Lin, S. J., Hwang, W. J. & Lee, W. H., 2012 May, In : Sensors (Switzerland). 12, 5, p. 6244-6268 25 p.

Research output: Contribution to journalArticle

6 Citations (Scopus)
2011

Archived video delivery based on fast dynamic bandwidth allocation

Lin, C. P., Hwang, W. J., Jan, C. Y. & Chen, H. L., 2011 Sep 12, In : Journal of Internet Technology. 12, 4, p. 581-592 12 p.

Research output: Contribution to journalArticle

5 Citations (Scopus)

Efficient fuzzy c-means architecture for image segmentation

Li, H. Y., Hwang, W. J. & Chang, C. Y., 2011 Jul 1, In : Sensors. 11, 7, p. 6697-6718 22 p.

Research output: Contribution to journalArticle

11 Citations (Scopus)

Efficient hardware architecture based on generalized Hebbian algorithm for texture classification

Lin, S. J., Hung, Y. T. & Hwang, W. J., 2011 Oct 1, In : Neurocomputing. 74, 17, p. 3248-3256 9 p.

Research output: Contribution to journalArticle

6 Citations (Scopus)

Efficient phase unwrapping architecture for digital holographic microscopy

Hwang, W. J., Cheng, S. C. & Cheng, C. J., 2011 Oct, In : Sensors. 11, 10, p. 9160-9181 22 p.

Research output: Contribution to journalArticle

3 Citations (Scopus)

Efficient pipelined architecture for competitive learning

Li, H. Y., Hung, C. L., Hwang, W-J. & Hung, Y. T., 2011 Feb 1, In : Journal of Parallel and Distributed Computing. 71, 2, p. 236-244 9 p.

Research output: Contribution to journalArticle

1 Citation (Scopus)

Fast knn classification based on softcore cpu and reconfigurable hardware

Li, H. Y., Yeh, Y. J. & Hwang, W. J., 2011 Jan, In : Intelligent Automation and Soft Computing. 17, 4, p. 431-446 16 p.

Research output: Contribution to journalArticle

2 Citations (Scopus)
2010

An efficient pipelined architecture for fast competitive learning

Li, H. Y., Hung, C. L. & Hwang, W. J., 2010 Dec 1, Algorithms and Architectures for Parallel Processing - 10th International Conference, ICA3PP 2010, Workshops. PART 2 ed. p. 381-390 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6082 LNCS, no. PART 2).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Efficient GHA-based hardware architecture for texture classification

Lin, S. J., Hung, Y. T. & Hwang, W. J., 2010 Dec 6, Computational Collective Intelligence: Technologies and Applications - Second International Conference, ICCCI 2010, Proceedings. PART 2 ed. p. 203-212 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6422 LNAI, no. PART 2).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Fast fuzzy c-means clustering based on low-cost high-performance VLSI architecture in reconfigurable hardware

Yeh, Y. J., Li, H. Y., Yang, C. Y. & Hwang, W. J., 2010 Dec 1, Proceedings - 2010 13th IEEE International Conference on Computational Science and Engineering, CSE 2010. p. 112-118 7 p. 5692464. (Proceedings - 2010 13th IEEE International Conference on Computational Science and Engineering, CSE 2010).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

Fast parallel memetic algorithm for vector quantization based for reconfigurable hardware and softcore processor

Yu, T. Y., Hwang, W. J. & Chiang, T. C., 2010 Jul 21, Advances in Swarm Intelligence - First International Conference, ICSI 2010, Proceedings. PART 1 ed. p. 479-488 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6145 LNCS, no. PART 1).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Fast principal component analysis based on hardware architecture of generalized hebbian algorithm

Lin, S. J., Hung, Y. T. & Hwang, W-J., 2010 Dec 3, Advances in Computation and Intelligence - 5th International Symposium, ISICA 2010, Proceedings. M4D ed. p. 505-515 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6382 LNCS, no. M4D).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

Hardware implementation of κ-winner-take-all neural network with on-chip learning

Li, H. Y., Ou, C. M., Hung, Y. T., Hwang, W. J. & Hung, C. L., 2010 Dec 1, Proceedings - 2010 13th IEEE International Conference on Computational Science and Engineering, CSE 2010. p. 340-345 6 p. 5692497. (Proceedings - 2010 13th IEEE International Conference on Computational Science and Engineering, CSE 2010).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Citations (Scopus)

High speed c-means clustering in reconfigurable hardware

Hwang, W. J., Hsu, C. C., Li, H. Y., Weng, S. K. & Yu, T. Y., 2010 Oct 1, In : Microprocessors and Microsystems. 34, 6, p. 237-246 10 p.

Research output: Contribution to journalArticle

3 Citations (Scopus)
2009

CDN-based video streaming using dynamic bandwidth allocation

Lin, C. P., Jan, C. Y., Hwang, W-J. & Yu, T. H., 2009 Dec 1, Communication and Networking: International Conference, FGCN/ACN 2009, Held as Part of the Future Generation Information Technology Conference, FGIT 2009, Jeju Island, Korea, December 10-12, 2009. Pro. Slezak, D., Kim, T., Chang, A. C-C., Vasilakos, T., Li, M. & Sakurai, K. (eds.). p. 33-40 8 p. (Communications in Computer and Information Science; vol. 56).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Efficient header classification architecture for network intrusion detection

Hwang, W-J. & Ou, C. M., 2009 Nov 1, In : Journal of Information Science and Engineering. 25, 6, p. 1839-1853 15 p.

Research output: Contribution to journalArticle

Efficient K-means VLSI architecture for vector quantization

Li, H. Y., Hwang, W. J., Hsu, C. C. & Hung, C. L., 2009 Nov 16, Image Analysis - 16th Scandinavian Conference, SCIA 2009, Proceedings. p. 440-449 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5575 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Efficient VLSI Architecture for fuzzy C-means clustering in reconfigurable hardware

Li, H. Y., Yang, C. T. & Hwang, W. J., 2009 Dec 1, 4th International Conference on Frontier of Computer Science and Technology, FCST 2009. p. 168-174 7 p. 5392920. (4th International Conference on Frontier of Computer Science and Technology, FCST 2009).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

6 Citations (Scopus)

High speed k-winner-take-all competitive learning in reconfigurable hardware

Li, H. Y., Yeh, Y. J., Hwang, W-J. & Yang, C. T., 2009 Nov 16, Next-Generation Applied Intelligence - 22nd International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2009, Proceedings. p. 594-603 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5579 LNAI).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Citations (Scopus)
8 Citations (Scopus)

Priority early frame discard algorithm for TCP-based video streaming

Chan, K. F., Hwang, W-J., Lin, C. P. & Yu, T. H., 2009 Dec 1, Communication and Networking: International Conference, FGCN/ACN 2009, Held as Part of the Future Generation Information Technology Conference, FGIT 2009, Jeju Island, Korea, December 10-12, 2009. Pro. Slezak, D., Kim, T., Chang, A. C-C., Vasilakos, T., Li, M. & Sakurai, K. (eds.). p. 25-32 8 p. (Communications in Computer and Information Science; vol. 56).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Citations (Scopus)

VLSI architecture for fast memetic vector quantizer design on reconfigurable hardware

Weng, S. K., Ou, C. M. & Hwang, W. J., 2009 Sep 21, Algorithms and Architectures for Parallel Processing - 9th International Conference, ICA3PP 2009, Proceedings. p. 513-524 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5574 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2008

FPGA implementation of content-based music retrieval systems

Ou, C. M., Su, Y. L., Yeh, C. Y., Hwang, W. J. & Chen, J. F., 2008 Nov 11, Proceedings - The 2008 International Conference on Embedded Software and Systems Symposia, ICESS2008. p. 96-103 8 p. 4627139. (Proceedings - The 2008 International Conference on Embedded Software and Systems Symposia, ICESS Symposia).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

Genetic vector quantizer design on reconfigurable hardware

Lin, T. K., Li, H. Y., Hwang, W. J., Ou, C. M. & Weng, S. K., 2008 Dec 1, Simulated Evolution and Learning - 7th International Conference, SEAL 2008, Proceedings. Vol. 5361 LNAI. p. 473-482 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5361 LNAI).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

5 Citations (Scopus)

LAYERED IMAGE TRANSMISSION with QUALITY PRE-SPECIFIABLE JPEG2000

Ou, C. M., Li, H. Y., Hwang, W. J. & Liu, M. H., 2008 Oct 1, In : International Journal of Image and Graphics. 8, 4, p. 629-641 13 p.

Research output: Contribution to journalArticle

1 Citation (Scopus)