Katayoun Neshatpour

According to our database, Katayoun Neshatpour authored at least 19 papers between 2012 and 2020.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2020

ICNN: The Iterative Convolutional Neural Network.

Katayoun Neshatpour, Houman Homayoun, Avesta Sasan

ACM Trans. Embed. Comput. Syst., 2020

2019

Big vs little core for energy-efficient Hadoop computing.

Maria Malik, Katayoun Neshatpour, Setareh Rafatirad, Rajiv V. Joshi, Tinoosh Mohsenin, Hassan Ghasemzadeh, Houman Homayoun

J. Parallel Distributed Comput., 2019

Exploiting Energy-Accuracy Trade-off through Contextual Awareness in Multi-Stage Convolutional Neural Networks.

Katayoun Neshatpour, Farnaz Behnia, Houman Homayoun, Avesta Sasan

Proceedings of the 20th International Symposium on Quality Electronic Design, 2019

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

Hardware Accelerated Mappers for Hadoop MapReduce Streaming.

Katayoun Neshatpour, Maria Malik, Avesta Sasan, Setareh Rafatirad, Houman Homayoun

IEEE Trans. Multi Scale Comput. Syst., 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

Energy-efficient acceleration of MapReduce applications using FPGAs.

Katayoun Neshatpour, Maria Malik, Avesta Sasan, Setareh Rafatirad, Tinoosh Mohsenin, Hassan Ghasemzadeh, Houman Homayoun

J. Parallel Distributed Comput., 2018

Architectural considerations for FPGA acceleration of machine learning applications in MapReduce.

Katayoun Neshatpour, Hosein Mohammadi Makrani, Avesta Sasan, Hassan Ghasemzadeh, Setareh Rafatirad, Houman Homayoun

Proceedings of the 18th International Conference on Embedded Computer Systems: Architectures, 2018

Design Space Exploration for Hardware Acceleration of Machine Learning Applications in MapReduce.

Katayoun Neshatpour, Hosein Mohammadi Makrani, Avesta Sasan, Hassan Ghasemzadeh, Setareh Rafatirad, Houman Homayoun

Proceedings of the 26th IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2018

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

Proceedings of the 2018 Design, Automation & Test in Europe Conference & Exhibition, 2018

2017

Big vs little core for energy-efficient Hadoop computing.

Maria Malik, Katayoun Neshatpour, Tinoosh Mohsenin, Avesta Sasan, Houman Homayoun

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2017

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

Proceedings of the IEEE International Symposium on Circuits and Systems, 2016

Big data analytics on heterogeneous accelerator architectures.

Katayoun Neshatpour, Avesta Sasan, Houman Homayoun

Proceedings of the Eleventh IEEE/ACM/IFIP International Conference on Hardware/Software Codesign and System Synthesis, 2016

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

Revisiting Dynamic Thermal Management Exploiting Inverse Thermal Dependence.

Katayoun Neshatpour, Houman Homayoun, Amin Khajeh, Wayne P. Burleson

Proceedings of the 25th edition on Great Lakes Symposium on VLSI, GLVLSI 2015, Pittsburgh, PA, USA, May 20, 2015

Accelerating Big Data Analytics Using FPGAs.

Katayoun Neshatpour, Maria Malik, Mohammad Ali Ghodrat, Houman Homayoun

Proceedings of the 23rd IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2015

Accelerating Machine Learning Kernel in Hadoop Using FPGAs.

Katayoun Neshatpour, Maria Malik, Houman Homayoun

Proceedings of the 15th IEEE/ACM International Symposium on Cluster, 2015

Energy-efficient acceleration of big data analytics applications using FPGAs.

Katayoun Neshatpour, Maria Malik, Mohammad Ali Ghodrat, Avesta Sasan, Houman Homayoun

Proceedings of the 2015 IEEE International Conference on Big Data (IEEE BigData 2015), Santa Clara, CA, USA, October 29, 2015

2012

A low-complexity high-throughput ASIC for the SC-FDMA MIMO detectors.

Katayoun Neshatpour, Mojtaba Mahdavi, Mahdi Shabany

Proceedings of the 2012 IEEE International Symposium on Circuits and Systems, 2012