Hokchhay Tann

Publication Activity (10 Years)

Years Active: 2014-2022
Publications (10 Years): 19

Top Topics

Linear Classification

Top Venues

Intelligent Robots and Computer Vision: Algorithms and Techniques

Publications

Igor Fedorov, Ramon Matas Navarro, Hokchhay Tann, Chuteng Zhou, Matthew Mattina, Paul N. Whatmough
UDC: Unified DNAS for Compressible TinyML Models for Neural Processing Units. NeurIPS (2022)
Igor Fedorov, Ramon Matas Navarro, Hokchhay Tann, Chuteng Zhou, Matthew Mattina, Paul N. Whatmough
UDC: Unified DNAS for Compressible TinyML Models. CoRR (2022)
Hokchhay Tann, Heng Zhao, Sherief Reda
A Resource-Efficient Embedded Iris Recognition System Using Fully Convolutional Networks. ACM J. Emerg. Technol. Comput. Syst. 16 (1) (2020)
Kumud Nepal, Soheil Hashemi, Hokchhay Tann, R. Iris Bahar, Sherief Reda
Automated High-Level Generation of Low-Power Approximate Computing Circuits. IEEE Trans. Emerg. Top. Comput. 7 (1) (2019)
Jacob K. Rosenstein, Christopher Rose, Sherief Reda, Peter M. Weber, Eunsuk Kim, Jason Sello, Joseph Geiser, Eamonn Kennedy, Christopher E. Arcadia, Amanda Dombroski, Kady Oakley, Shui Ling Chen, Hokchhay Tann, Brenda M. Rubenstein
Principles of Information Storage in Small-Molecule Mixtures. CoRR (2019)
Hokchhay Tann, Heng Zhao, Sherief Reda
A Resource-Efficient Embedded Iris Recognition System Using Fully Convolutional Networks. CoRR (2019)
Christopher E. Arcadia, Hokchhay Tann, Amanda Dombroski, Kady Ferguson, Shui Ling Chen, Eunsuk Kim, Christopher Rose, Brenda M. Rubenstein, Sherief Reda, Jacob K. Rosenstein
Parallelized Linear Classification with Volumetric Chemical Perceptrons. ICRC (2018)
Soheil Hashemi, Hokchhay Tann, Francesco Buttafuoco, Sherief Reda
Approximate computing for biometrie security systems: A case study on iris scanning. DATE (2018)
Hokchhay Tann, Soheil Hashemi, Sherief Reda
Flexible Deep Neural Network Processing. CoRR (2018)
Soheil Hashemi, Hokchhay Tann, Sherief Reda
BLASYS: approximate logic synthesis using boolean matrix factorization. DAC (2018)
Christopher E. Arcadia, Hokchhay Tann, Amanda Dombroski, Kady Ferguson, Shui Ling Chen, Eunsuk Kim, Christopher Rose, Brenda M. Rubenstein, Sherief Reda, Jacob K. Rosenstein
Parallelized Linear Classification with Volumetric Chemical Perceptrons. CoRR (2018)
Soheil Hashemi, Hokchhay Tann, Sherief Reda
BLASYS: Approximate Logic Synthesis Using Boolean Matrix Factorization. CoRR (2018)
Soheil Hashemi, Nicholas Anthony, Hokchhay Tann, R. Iris Bahar, Sherief Reda
Understanding the impact of precision quantization on the accuracy and energy of neural networks. DATE (2017)
Hokchhay Tann, Soheil Hashemi, R. Iris Bahar, Sherief Reda
Hardware-Software Codesign of Accurate, Multiplier-free Deep Neural Networks. DAC (2017)
Hokchhay Tann, Soheil Hashemi, Iris Bahar, Sherief Reda
Hardware-Software Codesign of Accurate, Multiplier-free Deep Neural Networks. CoRR (2017)
Hokchhay Tann, Soheil Hashemi, R. Iris Bahar, Sherief Reda
Runtime Configurable Deep Neural Networks for Energy-Accuracy Trade-off. CoRR (2016)
Hokchhay Tann, Soheil Hashemi, R. Iris Bahar, Sherief Reda
Runtime configurable deep neural networks for energy-accuracy trade-off. CODES+ISSS (2016)
Soheil Hashemi, Nicholas Anthony, Hokchhay Tann, R. Iris Bahar, Sherief Reda
Understanding the Impact of Precision Quantization on the Accuracy and Energy of Neural Networks. CoRR (2016)
Binod Giri, Hyunsu Cho, Benjamin C. Williams, Hokchhay Tann, Bicky Shakya, Vishal Bharam, David J. Ahlgren
Improved obstacle avoidance and navigation for an autonomous ground vehicle. Intelligent Robots and Computer Vision: Algorithms and Techniques (2015)
Hokchhay Tann, Bicky Shakya, Alex C. Merchen, Benjamin C. Williams, Abhishek Khanal, Jiajia Zhao, David J. Ahlgren
New vision system and navigation algorithm for an autonomous ground vehicle. Intelligent Robots and Computer Vision: Algorithms and Techniques (2014)