Hokchhay Tann

According to our database, Hokchhay Tann authored at least 17 papers between 2014 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

UDC: Unified DNAS for Compressible TinyML Models.

Igor Fedorov, Ramon Matas Navarro, Hokchhay Tann, Chuteng Zhou, Matthew Mattina, Paul N. Whatmough

CoRR, 2022

UDC: Unified DNAS for Compressible TinyML Models for Neural Processing Units.

Igor Fedorov, Ramon Matas Navarro, Hokchhay Tann, Chuteng Zhou, Matthew Mattina, Paul N. Whatmough

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2020

A Resource-Efficient Embedded Iris Recognition System Using Fully Convolutional Networks.

Hokchhay Tann, Heng Zhao, Sherief Reda

ACM J. Emerg. Technol. Comput. Syst., 2020

2019

Automated High-Level Generation of Low-Power Approximate Computing Circuits.

Kumud Nepal, Soheil Hashemi, Hokchhay Tann, R. Iris Bahar, Sherief Reda

IEEE Trans. Emerg. Top. Comput., 2019

Principles of Information Storage in Small-Molecule Mixtures.

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

CoRR, 2019

Lightweight Deep Neural Network Accelerators Using Approximate SW/HW Techniques.

Hokchhay Tann, Soheil Hashemi, Sherief Reda

Proceedings of the Approximate Circuits, Methodologies and CAD., 2019

Approximate Computing for Iris Recognition Systems.

Hokchhay Tann, Soheil Hashemi, Francesco Buttafuoco, Sherief Reda

Proceedings of the Approximate Circuits, Methodologies and CAD., 2019

Approximate Logic Synthesis Using Boolean Matrix Factorization.

Soheil Hashemi, Hokchhay Tann, Sherief Reda

Proceedings of the Approximate Circuits, Methodologies and CAD., 2019

2018

Flexible Deep Neural Network Processing.

Hokchhay Tann, Soheil Hashemi, Sherief Reda

CoRR, 2018

Parallelized Linear Classification with Volumetric Chemical Perceptrons.

Christopher E. Arcadia, Hokchhay Tann, Amanda Dombroski, Kady Ferguson, Shui Ling Chen, Eunsuk Kim, Christopher Rose, Brenda M. Rubenstein, Sherief Reda, Jacob K. Rosenstein

Proceedings of the 2018 IEEE International Conference on Rebooting Computing, 2018

Approximate computing for biometrie security systems: A case study on iris scanning.

Soheil Hashemi, Hokchhay Tann, Francesco Buttafuoco, Sherief Reda

Proceedings of the 2018 Design, Automation & Test in Europe Conference & Exhibition, 2018

BLASYS: approximate logic synthesis using boolean matrix factorization.

Soheil Hashemi, Hokchhay Tann, Sherief Reda

Proceedings of the 55th Annual Design Automation Conference, 2018

2017

Understanding the impact of precision quantization on the accuracy and energy of neural networks.

Soheil Hashemi, Nicholas Anthony, Hokchhay Tann, R. Iris Bahar, Sherief Reda

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2017

Hardware-Software Codesign of Accurate, Multiplier-free Deep Neural Networks.

Hokchhay Tann, Soheil Hashemi, R. Iris Bahar, Sherief Reda

Proceedings of the 54th Annual Design Automation Conference, 2017

2016

Runtime configurable deep neural networks for energy-accuracy trade-off.

Hokchhay Tann, Soheil Hashemi, R. Iris Bahar, Sherief Reda

Proceedings of the Eleventh IEEE/ACM/IFIP International Conference on Hardware/Software Codesign and System Synthesis, 2016

2015

Improved obstacle avoidance and navigation for an autonomous ground vehicle.

Binod Giri, Hyunsu Cho, Benjamin C. Williams, Hokchhay Tann, Bicky Shakya, Vishal Bharam, David J. Ahlgren

Proceedings of the Intelligent Robots and Computer Vision XXXII: Algorithms and Techniques, 2015

2014

New vision system and navigation algorithm for an autonomous ground vehicle.

Hokchhay Tann, Bicky Shakya, Alex C. Merchen, Benjamin C. Williams, Abhishek Khanal, Jiajia Zhao, David J. Ahlgren

Proceedings of the Intelligent Robots and Computer Vision XXXI: Algorithms and Techniques, 2014