Katayoun Neshatpour - researchr alias

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Viewing Publication 1 - 18 from 18

2020

ICNN: The Iterative Convolutional Neural NetworkKatayoun Neshatpour, Houman Homayoun, Avesta Sasan. tecs, 18(6), 2020. [doi]

2019

Big vs little core for energy-efficient Hadoop computingMaria Malik, Katayoun Neshatpour, Setareh Rafatirad, Rajiv V. Joshi, Tinoosh Mohsenin, Hassan Ghasemzadeh, Houman Homayoun. jpdc, 129:110-124, 2019. [doi]

2018

Hadoop Workloads Characterization for Performance and Energy Efficiency Optimizations on MicroserversMaria Malik, Katayoun Neshatpour, Setareh Rafatirad, Houman Homayoun. tmscs, 4(3):355-368, 2018. [doi]

Architectural considerations for FPGA acceleration of machine learning applications in MapReduceKatayoun Neshatpour, Hosein Mohammadi Makrani, Avesta Sasan, Hassan Ghasemzadeh, Setareh Rafatirad, Houman Homayoun. samos 2018: 89-96 [doi]

ICNN: An iterative implementation of convolutional neural networks to enable energy and computational complexity aware dynamic approximationKatayoun Neshatpour, Farnaz Behnia, Houman Homayoun, Avesta Sasan. date 2018: 551-556 [doi]

Design Space Exploration for Hardware Acceleration of Machine Learning Applications in MapReduceKatayoun Neshatpour, Hosein Mohammadi Makrani, Avesta Sasan, Hassan Ghasemzadeh, Setareh Rafatirad, Houman Homayoun. fccm 2018: 221 [doi]

Energy-efficient acceleration of MapReduce applications using FPGAsKatayoun Neshatpour, Maria Malik, Avesta Sasan, Setareh Rafatirad, Tinoosh Mohsenin, Hassan Ghasemzadeh, Houman Homayoun. jpdc, 119:1-17, 2018. [doi]

Hardware Accelerated Mappers for Hadoop MapReduce StreamingKatayoun Neshatpour, Maria Malik, Avesta Sasan, Setareh Rafatirad, Houman Homayoun. tmscs, 4(4):734-748, 2018. [doi]

Enhancing Power, Performance, and Energy Efficiency in Chip Multiprocessors Exploiting Inverse Thermal DependenceKatayoun Neshatpour, Wayne Burleson, Amin Khajeh, Houman Homayoun. tvlsi, 26(4):778-791, 2018. [doi]

2017

Big vs little core for energy-efficient Hadoop computingMaria Malik, Katayoun Neshatpour, Tinoosh Mohsenin, Avesta Sasan, Houman Homayoun. date 2017: 1480-1485 [doi]

2016

Big data analytics on heterogeneous accelerator architecturesKatayoun Neshatpour, Avesta Sasan, Houman Homayoun. codes 2016: [doi]

Big biomedical image processing hardware acceleration: A case study for K-means and image filteringKatayoun Neshatpour, Arezou Koohi, Farnoud Farahmand, Rajiv Joshi, Setareh Rafatirad, Avesta Sasan, Houman Homayoun. iscas 2016: 1134-1137 [doi]

2015

2012

A low-complexity high-throughput ASIC for the SC-FDMA MIMO detectorsKatayoun Neshatpour, Mojtaba Mahdavi, Mahdi Shabany. iscas 2012: 3065-3068 [doi]

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