Katayoun Neshatpour

19 papers A 2B 1C 2Misc 3Journal 7Unranked 4
YearRankTypeTitle / Venue / Authors
2020 J jnl
ICNN: The Iterative Convolutional Neural Network.
ACM Trans. Embed. Comput. Syst.
Katayoun Neshatpour, Houman Homayoun, Avesta Sasan
2019 J jnl
Big vs little core for energy-efficient Hadoop computing.
J. Parallel Distributed Comput.
Maria Malik, Katayoun Neshatpour, Setareh Rafatirad, Rajiv V. Joshi, Tinoosh Mohsenin, Hassan Ghasemzadeh, Houman Homayoun
2019 — conf
Exploiting Energy-Accuracy Trade-off through Contextual Awareness in Multi-Stage Convolutional Neural Networks.
ISQED
Katayoun Neshatpour, Farnaz Behnia, Houman Homayoun, Avesta Sasan
2018 — conf
Architectural considerations for FPGA acceleration of machine learning applications in MapReduce.
SAMOS
Katayoun Neshatpour, Hosein Mohammadi Makrani, Avesta Sasan, Hassan Ghasemzadeh, Setareh Rafatirad, Houman Homayoun
2018 Misc conf
Design Space Exploration for Hardware Acceleration of Machine Learning Applications in MapReduce.
FCCM
Katayoun Neshatpour, Hosein Mohammadi Makrani, Avesta Sasan, Hassan Ghasemzadeh, Setareh Rafatirad, Houman Homayoun
2018 J jnl
Energy-efficient acceleration of MapReduce applications using FPGAs.
J. Parallel Distributed Comput.
Katayoun Neshatpour, Maria Malik, Avesta Sasan, Setareh Rafatirad, Tinoosh Mohsenin, Hassan Ghasemzadeh, Houman Homayoun
2018 J jnl
Enhancing Power, Performance, and Energy Efficiency in Chip Multiprocessors Exploiting Inverse Thermal Dependence.
IEEE Trans. Very Large Scale Integr. Syst.
Katayoun Neshatpour, Wayne P. Burleson, Amin Khajeh, Houman Homayoun
2018 J jnl
Hadoop Workloads Characterization for Performance and Energy Efficiency Optimizations on Microservers.
IEEE Trans. Multi Scale Comput. Syst.
Maria Malik, Katayoun Neshatpour, Setareh Rafatirad, Houman Homayoun
2018 J jnl
Hardware Accelerated Mappers for Hadoop MapReduce Streaming.
IEEE Trans. Multi Scale Comput. Syst.
Katayoun Neshatpour, Maria Malik, Avesta Sasan, Setareh Rafatirad, Houman Homayoun
2018 A conf
ICNN: An iterative implementation of convolutional neural networks to enable energy and computational complexity aware dynamic approximation.
DATE
Katayoun Neshatpour, Farnaz Behnia, Houman Homayoun, Avesta Sasan
2017 A conf
Big vs little core for energy-efficient Hadoop computing.
DATE
Maria Malik, Katayoun Neshatpour, Tinoosh Mohsenin, Avesta Sasan, Houman Homayoun
2016 C conf
Big biomedical image processing hardware acceleration: A case study for K-means and image filtering.
ISCAS
Katayoun Neshatpour, Arezou Koohi, Farnoud Farahmand, Rajiv V. Joshi, Setareh Rafatirad, Avesta Sasan, Houman Homayoun
2016 Misc conf
Big data analytics on heterogeneous accelerator architectures.
CODES+ISSS
Katayoun Neshatpour, Avesta Sasan, Houman Homayoun
2015 J jnl
A High-Throughput VLSI Architecture for Hard and Soft SC-FDMA MIMO Detectors.
IEEE Trans. Circuits Syst. I Regul. Pap.
Katayoun Neshatpour, Mahdi Shabany, P. Glenn Gulak
2015 Misc conf
Accelerating Big Data Analytics Using FPGAs.
FCCM
Katayoun Neshatpour, Maria Malik, Mohammad Ali Ghodrat, Houman Homayoun
2015 B conf
Accelerating Machine Learning Kernel in Hadoop Using FPGAs.
CCGRID
Katayoun Neshatpour, Maria Malik, Houman Homayoun
2015 — conf
Energy-efficient acceleration of big data analytics applications using FPGAs.
IEEE BigData
Katayoun Neshatpour, Maria Malik, Mohammad Ali Ghodrat, Avesta Sasan, Houman Homayoun
2015 — conf
Revisiting Dynamic Thermal Management Exploiting Inverse Thermal Dependence.
ACM Great Lakes Symposium on VLSI
Katayoun Neshatpour, Houman Homayoun, Amin Khajeh, Wayne P. Burleson
2012 C conf
A low-complexity high-throughput ASIC for the SC-FDMA MIMO detectors.
ISCAS
Katayoun Neshatpour, Mojtaba Mahdavi, Mahdi Shabany