This is a Webpage of Mohsen Imani, a PhD candidate in the Department of Computer Science and Engineering (CSE) at the University of California, San Diego (UCSD). He is working on SeeLab on approximate and neurmorphic computing.
http://moimani.weebly.com/
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Mohsen Imani - Home | moimani.weebly.com Reviews
https://moimani.weebly.com
This is a Webpage of Mohsen Imani, a PhD candidate in the Department of Computer Science and Engineering (CSE) at the University of California, San Diego (UCSD). He is working on SeeLab on approximate and neurmorphic computing.
moimani.weebly.com
Publications - Mohsen Imani
http://moimani.weebly.com/publications.html
You can find and follow me at:. Publications (Journals and Conferences). DAC'17] M. Imani,. S Gupta, T. Rosing “. Ultra-Efficient Processing In-Memory for Data Intensive Applications”. IEEE/ACM Design Automation Conference (DAC), 2017. DAC'17] M. Imani,. D Peroni, T. Rosing. Ldquo;CFPU: Configurable Floating Point Multiplier for Energy-Efficient Computing”, IE. EE/ACM Design Automation Conference (DAC), 2017. HPCA'17] M. Imani,. A Rahimi, D. Kong, T. Rosing, J. M. DATE'17] M. Imani,. Y Kim, T. Rosing...
Brain-Inspired Computing - Mohsen Imani
http://moimani.weebly.com/brain-inspired-computing.html
At its very core, HD computing is about manipulating and comparing large patterns, stored in memory as hypervectors: the input symbols are mapped to a hypervector and an associative search is performed for reasoning and classification. For every classification event, an associative memory is in charge of finding the closest match between a set of. Hypervector by using a distance metric. HPCA'17] M. Imani,. A Rahimi, D. Kong, T. Rosing, J. M. Exploring Hyperdimensional Associative Memory. Rdquo;, in.
Machine Learning Accelerator - Mohsen Imani
http://moimani.weebly.com/machine-learning-accelerator.html
Nowadays, most of electronic devices carry the "smart" label, such as smart phone, smart TV, etc. Are they really smart? DATE'17] M. Imani,. D Peroni, Y. Kim, A. Rahimi. And T Rosing, ". Efficient Neural Network Acceleration on GPGPU using Content Addressable Memory,". IEEE/ACM Design Automation and Test in Europe Conference (DATE),. F Koushanfar and T. Rosing, "LookNN: Neural Network with No Multiplication,". IEEE/ACM Design Automation and Test in Europe Conference (DATE),. ASP-DAC'17] M. Imani,.
Research - Mohsen Imani
http://moimani.weebly.com/approximate-computing.html
Our goal is to design a platform that every computing system such as CPU, GPU, DSPs. Be able to work on precise or approximate mode . As applications have different sensitivity to approximation level, our platform should be capable to TUNE. The computation accuracy in runtime at fine-grained granularity. Using associative memory alongside processing cores allows us to store high frequency patterns and. 8203;ReCAM: Resistive Configurable Associative Memory. MASC: Multi-Access Single Charge CAM.
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System Energy Efficiency Lab
http://seelab.ucsd.edu/people.shtml
System Energy Efficiency Lab. E-mail: tajana at ucsd . edu. E-mail: baksanli at cs . ucsd . edu. Degree: Ph.D., Computer Science. Research: Energy efficiency and peak power management in data centers and smart grids, user behavior and characterization for residential systems, building-grid interactions. Research: Smart Power Grids. E-mail: jvenkate at cs . ucsd . edu. Degree: started PhD in 2010. Research: Renewable Energy and Smart Grids; Context-aware computing. E-mail: csc019@eng.ucsd.edu. Research: D...
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Mohsen Imani - Home
I am a PhD candidate in the Department of Computer Science and Engineering ( CSE. At the University of California, San Diego ( UCSD. I received my M.S. and BCs degrees from the School of Electrical and Computer Engineering ( ECE. At the University of Tehran ( UT. Tehran in March 2014 and September 2011 respectively. Currently, I am a recipient of the Jacobs School Powell Fellowship at UC San Diego. I am a member of System Energy Efficiency Lab. SeeLab) working with Professor Tajana Rosing. The mathematic...
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