A low-complexity high-throughput ASIC for the SC-FDMA MIMO detectors. - Katayoun Neshatpour; Mojtaba Mahdavi; Mahdi Shabany (ISCAS, 2012)

Energy-efficient acceleration of big data analytics applications using FPGAs. - Katayoun Neshatpour; Maria Malik; Mohammad Ali Ghodrat; Avesta Sasan; Houman Homayoun (IEEE BigData, 2015)

Accelerating Machine Learning Kernel in Hadoop Using FPGAs. - Katayoun Neshatpour; Maria Malik; Houman Homayoun (CCGRID, 2015)

Accelerating Big Data Analytics Using FPGAs. - Katayoun Neshatpour; Maria Malik; Mohammad Ali Ghodrat; Houman Homayoun (FCCM, 2015)

Revisiting Dynamic Thermal Management Exploiting Inverse Thermal Dependence. - Katayoun Neshatpour; Houman Homayoun; Amin Khajeh; Wayne P. Burleson (ACM Great Lakes Symposium on VLSI, 2015)

A High-Throughput VLSI Architecture for Hard and Soft SC-FDMA MIMO Detectors. - Katayoun Neshatpour; Mahdi Shabany; P. Glenn Gulak (IEEE Trans. Circuits Syst. I Regul. Pap., 2015)

Big data analytics on heterogeneous accelerator architectures. - Katayoun Neshatpour; Avesta Sasan; Houman Homayoun (CODES+ISSS, 2016)

Big biomedical image processing hardware acceleration: A case study for K-means and image filtering. - Katayoun Neshatpour; Arezou Koohi; Farnoud Farahmand; Rajiv V. Joshi; Setareh Rafatirad; Avesta Sasan; Houman Homayoun (ISCAS, 2016)

Big vs little core for energy-efficient Hadoop computing. - Maria Malik; Katayoun Neshatpour; Tinoosh Mohsenin; Avesta Sasan; Houman Homayoun (DATE, 2017)

ICNN: An iterative implementation of convolutional neural networks to enable energy and computational complexity aware dynamic approximation. - Katayoun Neshatpour; Farnaz Behnia; Houman Homayoun; Avesta Sasan (DATE, 2018)

Design Space Exploration for Hardware Acceleration of Machine Learning Applications in MapReduce. - Katayoun Neshatpour; Hosein Mohammadi Makrani; Avesta Sasan; Hassan Ghasemzadeh 001; Setareh Rafatirad; Houman Homayoun (FCCM, 2018)

Architectural considerations for FPGA acceleration of machine learning applications in MapReduce. - Katayoun Neshatpour; Hosein Mohammadi Makrani; Avesta Sasan; Hassan Ghasemzadeh 001; Setareh Rafatirad; Houman Homayoun (SAMOS, 2018)

Energy-efficient acceleration of MapReduce applications using FPGAs. - Katayoun Neshatpour; Maria Malik; Avesta Sasan; Setareh Rafatirad; Tinoosh Mohsenin; Hassan Ghasemzadeh 001; Houman Homayoun (J. Parallel Distributed Comput., 2018)

Hadoop Workloads Characterization for Performance and Energy Efficiency Optimizations on Microservers. - Maria Malik; Katayoun Neshatpour; Setareh Rafatirad; Houman Homayoun (IEEE Trans. Multi Scale Comput. Syst., 2018)

Hardware Accelerated Mappers for Hadoop MapReduce Streaming. - Katayoun Neshatpour; Maria Malik; Avesta Sasan; Setareh Rafatirad; Houman Homayoun (IEEE Trans. Multi Scale Comput. Syst., 2018)

Enhancing Power, Performance, and Energy Efficiency in Chip Multiprocessors Exploiting Inverse Thermal Dependence. - Katayoun Neshatpour; Wayne P. Burleson; Amin Khajeh; Houman Homayoun (IEEE Trans. Very Large Scale Integr. Syst., 2018)

Exploiting Energy-Accuracy Trade-off through Contextual Awareness in Multi-Stage Convolutional Neural Networks. - Katayoun Neshatpour; Farnaz Behnia; Houman Homayoun; Avesta Sasan (ISQED, 2019)

Big vs little core for energy-efficient Hadoop computing. - Maria Malik; Katayoun Neshatpour; Setareh Rafatirad; Rajiv V. Joshi; Tinoosh Mohsenin; Hassan Ghasemzadeh 001; Houman Homayoun (J. Parallel Distributed Comput., 2019)

ICNN: The Iterative Convolutional Neural Network. - Katayoun Neshatpour; Houman Homayoun; Avesta Sasan (ACM Trans. Embed. Comput. Syst., 2020)