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• 2020

  Recognition of hand gesture sequences by accelerometers and gyroscopes

  Chu, Y. C., Jhang, Y. J., Tai, T. M. & Hwang, W. J., 2020 Sep, In: Applied Sciences (Switzerland). 10, 18, 6507.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • accelerometers
  • gyroscopes
  • Gyroscopes
  • Accelerometers
  • Gesture recognition
• 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 journal › Article › peer-review

  • Home Network
  • Service Management
  • Quality of Service
  • Home networks
  • Profile

• 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 journal › Article › peer-review

  Open Access

  • Gestures
  • Gesture recognition
  • Fingers
  • Recognition (Psychology)
  • gloves
  2 Citations (Scopus)

• 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 proceeding › Conference contribution

  • Gesture recognition
  • Sensor
  • Sensors
  • Feedforward Neural Networks
  • Mobile Phone
  3 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 journal › Article › peer-review

  • Home networks
  • Quality of service
  • Frequency allocation
  • Bandwidth
  • Neural networks
  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 proceeding › Conference contribution

  • Computer vision
  • Field programmable gate arrays (FPGA)
  • Palmprint recognition
  • Neural networks
  • Character recognition
  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 journal › Article › peer-review

  • classifying
  • learning
  • spikes
  • Sorting
  • hardware
  1 Citation (Scopus)

• 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 journal › Article › peer-review

  • Home networks
  • Quality of service
  • Frequency allocation
  • Neural networks
  • Specifications
  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 journal › Article › peer-review

  • very large scale integration
  • classifying
  • spikes
  • Sorting
  • Buffers
  4 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 proceeding › Conference contribution

  • Home networks
  • Quality of service
  • Neural networks
  • Frequency allocation
  • Telecommunication links
  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 journal › Article › peer-review

  • Holograms
  • Watermarking
  • Authentication
  • Transparency
  • Hadamard transforms
  16 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 journal › Article › peer-review

  • Hot Temperature
  • Feedforward neural networks
  • Backpropagation
  • Feature extraction
  • Classifiers
  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 proceeding › Conference contribution

  • Infrared radiation
  • Antennas
  • Ecosystems
  • Biomass
  1 Citation (Scopus)

• Region-referenced phase unwrapping architecture for digital holographic microscopy

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

  Research output: Contribution to journal › Article › peer-review

  • Microscopic examination
  • microscopy
  • Computer hardware
  • hardware
  • VLSI circuits
  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, In: IEEE/OSA Journal of Display Technology. 10, 4, p. 263-271 9 p., 6690223.

  Research output: Contribution to journal › Article › peer-review

  • Holograms
  • Watermarking
  • Authentication
  • discrete cosine transform
  • delivery
  23 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 journal › Article › peer-review

  • Holography
  • holography
  • Field programmable gate arrays (FPGA)
  • Diffraction
  • hardware
  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 journal › Article › peer-review

  • Holograms
  • cellular automata
  • Watermarking
  • Cellular automata
  • Authentication
  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 journal › Article › peer-review

  • spikes
  • templates
  • Correlators
  • Template matching
  • Sorting
  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 journal › Article › peer-review

  • reconfigurable hardware
  • Reconfigurable hardware
  • classifying
  • spikes
  • Sorting
  9 Citations (Scopus)

• Efficient hardware architecture for kernel fuzzy c-means algorithm

  Ou, C. M., Hwang, W. J. & Yang, S. M., 2013, 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 proceeding › Conference contribution

  • Computer hardware
  • Cluster analysis
  • Networks (circuits)
  • Membership functions
  • Particle accelerators

• 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 proceeding › Conference contribution

  • Sorting
  • Computer hardware
  • Field programmable gate arrays (FPGA)
  • Feature extraction
  • Throughput
  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 journal › Article › peer-review

  • very large scale integration
  • Radial basis function networks
  • Least-Squares Analysis
  • education
  • Networks (circuits)
  7 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 journal › Article › peer-review

  • Embedded systems
  • Field programmable gate arrays (FPGA)
  • Coprocessor
  • Computer hardware
  • Membership functions
  1 Citation (Scopus)
• 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 journal › Article › peer-review

  • Reconfigurable Hardware
  • Reconfigurable hardware
  • Architecture
  • Genetic Algorithm
  • Genetic algorithms

• 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 journal › Article › peer-review

  • learning
  • education
  • hardware
  • chips
  • Learning
  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 journal › Article › peer-review

  • field-programmable gate arrays
  • textures
  • Field programmable gate arrays (FPGA)
  • Textures
  • Weights and Measures
  6 Citations (Scopus)