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 (Intelligent Robots and Computer Vision: Algorithms and Techniques, 2014)

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 (Intelligent Robots and Computer Vision: Algorithms and Techniques, 2015)

Runtime configurable deep neural networks for energy-accuracy trade-off. - Hokchhay Tann; Soheil Hashemi; R. Iris Bahar; Sherief Reda (CODES+ISSS, 2016)

Hardware-Software Codesign of Accurate, Multiplier-free Deep Neural Networks. - Hokchhay Tann; Soheil Hashemi; R. Iris Bahar; Sherief Reda (DAC, 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 (DATE, 2017)

BLASYS: approximate logic synthesis using boolean matrix factorization. - Soheil Hashemi; Hokchhay Tann; Sherief Reda (DAC, 2018)

Approximate computing for biometrie security systems: A case study on iris scanning. - Soheil Hashemi; Hokchhay Tann; Francesco Buttafuoco; Sherief Reda (DATE, 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 (ICRC, 2018)

Flexible Deep Neural Network Processing. - Hokchhay Tann; Soheil Hashemi; Sherief Reda (CoRR, 2018)

Approximate Logic Synthesis Using Boolean Matrix Factorization. - Soheil Hashemi; Hokchhay Tann; Sherief Reda (Approximate Circuits, 2019)

Approximate Computing for Iris Recognition Systems. - Hokchhay Tann; Soheil Hashemi; Francesco Buttafuoco; Sherief Reda (Approximate Circuits, 2019)

Lightweight Deep Neural Network Accelerators Using Approximate SW/HW Techniques. - Hokchhay Tann; Soheil Hashemi; Sherief Reda (Approximate Circuits, 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; et al. (CoRR, 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)

A Resource-Efficient Embedded Iris Recognition System Using Fully Convolutional Networks. - Hokchhay Tann; Heng Zhao; Sherief Reda (ACM J. Emerg. Technol. Comput. Syst., 2020)

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 (NeurIPS, 2022)

UDC: Unified DNAS for Compressible TinyML Models. - Igor Fedorov; Ramon Matas Navarro; Hokchhay Tann; Chuteng Zhou; Matthew Mattina; Paul N. Whatmough (CoRR, 2022)