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Hokchhay Tann
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2020 – today
- 2022
- [c9]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 - [i9]Igor Fedorov, Ramon Matas Navarro, Hokchhay Tann, Chuteng Zhou, Matthew Mattina, Paul N. Whatmough:
UDC: Unified DNAS for Compressible TinyML Models. CoRR abs/2201.05842 (2022) - 2020
- [j2]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): 8:1-8:23 (2020)
2010 – 2019
- 2019
- [j1]Kumud Nepal, Soheil Hashemi
Automated High-Level Generation of Low-Power Approximate Computing Circuits. IEEE Trans. Emerg. Top. Comput. 7(1): 18-30 (2019) - [p3]Soheil Hashemi, Hokchhay Tann, Sherief Reda:
Approximate Logic Synthesis Using Boolean Matrix Factorization. Approximate Circuits 2019: 141-154 - [p2]Hokchhay Tann, Soheil Hashemi, Sherief Reda:
Lightweight Deep Neural Network Accelerators Using Approximate SW/HW Techniques. Approximate Circuits 2019: 289-305 - [p1]Hokchhay Tann, Soheil Hashemi, Francesco Buttafuoco, Sherief Reda:
Approximate Computing for Iris Recognition Systems. Approximate Circuits 2019: 331-348 - [i8]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 abs/1905.02187 (2019) - [i7]Hokchhay Tann, Heng Zhao, Sherief Reda:
A Resource-Efficient Embedded Iris Recognition System Using Fully Convolutional Networks. CoRR abs/1909.03385 (2019) - 2018
- [c8]Soheil Hashemi, Hokchhay Tann, Sherief Reda:
BLASYS: approximate logic synthesis using boolean matrix factorization. DAC 2018: 55:1-55:6 - [c7]Soheil Hashemi, Hokchhay Tann, Francesco Buttafuoco, Sherief Reda:
Approximate computing for biometrie security systems: A case study on iris scanning. DATE 2018: 319-324 - [c6]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: 1-9 - [i6]Hokchhay Tann, Soheil Hashemi, Sherief Reda:
Flexible Deep Neural Network Processing. CoRR abs/1801.07353 (2018) - [i5]Soheil Hashemi, Hokchhay Tann, Sherief Reda:
BLASYS: Approximate Logic Synthesis Using Boolean Matrix Factorization. CoRR abs/1805.06050 (2018) - [i4]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 abs/1810.05214 (2018) - 2017
- [c5]Hokchhay Tann, Soheil Hashemi, R. Iris Bahar
Hardware-Software Codesign of Accurate, Multiplier-free Deep Neural Networks. DAC 2017: 28:1-28:6 - [c4]Soheil Hashemi, Nicholas Anthony, Hokchhay Tann, R. Iris Bahar
Understanding the impact of precision quantization on the accuracy and energy of neural networks. DATE 2017: 1474-1479 - [i3]Hokchhay Tann, Soheil Hashemi, Iris Bahar, Sherief Reda:
Hardware-Software Codesign of Accurate, Multiplier-free Deep Neural Networks. CoRR abs/1705.04288 (2017) - 2016
- [c3]Hokchhay Tann, Soheil Hashemi, R. Iris Bahar
Runtime configurable deep neural networks for energy-accuracy trade-off. CODES+ISSS 2016: 34:1-34:10 - [i2]Hokchhay Tann, Soheil Hashemi, R. Iris Bahar, Sherief Reda:
Runtime Configurable Deep Neural Networks for Energy-Accuracy Trade-off. CoRR abs/1607.05418 (2016) - [i1]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 abs/1612.03940 (2016) - 2015
- [c2]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: 940608 - 2014
- [c1]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: 90250T
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