Publications

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Corresponding bibtex list 

  1. Jiyuan Zhang, Franz Franchetti and Tze-Meng Low
    High Performance Zero-Memory Overhead Direct Convolutions
    Proc. International Conference on Machine Learning (ICML), 2018
  2. Jiyuan Zhang, Daniele G. Spampinato, S. McMillan and Franz Franchetti
    Preliminary Exploration on Large-Scale Triangle Counting in Shared-Memory Multicore System
    Proc. IEEE High Performance Extreme Computing (HPEC), 2018
  3. Berkin Akin, Franz Franchetti and James C. Hoe
    HAMLeT Architecture for Parallel Data Reorganization in Memory
    IEEE Micro, Vol. 36, No. 1, pp. 14-23, 2016
  4. Jiyuan Zhang, Tze-Meng Low, Qi Guo and Franz Franchetti
    A 3D-Stacked Memory Manycore Stencil Accelerator System
    Proc. Workshop on Near Data Processing (WONDP), 2015
  5. Berkin Akin
    A Formal Approach to Memory Access Optimization: Data Layout, Reorganization, and Near-Data Processing
    PhD. thesis, Electrical and Computer Engineering, Carnegie Mellon University, 2015
  6. H. E. Sumbul, K. Vaidyanathan, Qiuling Zhu, Franz Franchetti and Lawrence Pileggi
    A Synthesis Methodology for Application-Specific Logic-in-Memory Designs
    Proc. Design Automation Conference (DAC), 2015
  7. Berkin Akin, Franz Franchetti and James C. Hoe
    Data Reorganization in Memory Using 3D-stacked DRAM
    Proc. International Symposium on Computer Architectur (ISCA), 2015
  8. Qi Guo, Tze-Meng Low, N. Alachiotis, Berkin Akin, Lawrence Pileggi, James C. Hoe and Franz Franchetti
    Enabling Portable Energy Efficiency with Memory Accelerated Library
    Proc. MICRO, 2015
  9. Tze-Meng Low, Qi Guo and Franz Franchetti
    Optimizing Space Time Adaptive Processing Through Accelerating Memory-Bounded Operations
    Proc. High Performance Extreme Computing (HPEC), 2015
  10. Qi Guo, N. Alachiotis, Berkin Akin, F. Sadi, G. Xu, Tze-Meng Low, Lawrence Pileggi, James C. Hoe and Franz Franchetti
    3D-Stacked Memory-Side Acceleration: Accelerator and System Design
    Proc. Workshop on Near Data Processing (WONDP), 2014
  11. Berkin Akin, James C. Hoe and Franz Franchetti
    HAMLeT: Hardware Accelerated Memory Layout Transform within 3D-stacked DRAM
    Proc. IEEE High Performance Extreme Computing (HPEC), 2014
  12. Qiuling Zhu, Lawrence Pileggi and Franz Franchetti
    A Smart Memory Accelerated Computed Tomography Parallel Backprojection
    in From Algorithms to Circuits and System-on-Chip Design (VLSI-SoC 2012), Eds. A. Berg, A. Coskun, M. Guthaus, S. Katkoori, R. Reis, pp. 21-44, Springer, Berlin, Heidelberg 2013
  13. Qiuling Zhu, Lawrence Pileggi and Franz Franchetti
    Cost-Effective Smart Memory Implementation for Parallel Backprojection in Computed Tomography
    Proc. IFIP/IEEE Internationa Conference on Very Large Scale Integration, pp. 111-116, 2012
  14. Qiuling Zhu, K. Vaidyanathan, O. Shacham, M. Horowitz, Lawrence Pileggi and Franz Franchetti
    Design Automation Framwork for Application-Specific Logic-in-Memory Blocks
    Proc. IEEE International Conference on Application-Specific Systems, Architectures and Processors (ASAP), pp. 125-132, 2012
  15. Berkin Akin, Peter A. Milder, Franz Franchetti and James C. Hoe
    Memory Bandwidth Efficient Two-Dimensional Fast Fourier Transform Algorithm and Implementation for Large Problem Sizes
    Proc. IEEE Symposium on Field-Programmable Custom Computing Machines (FCCM), 2012
  16. Qiuling Zhu, Lawrence Pileggi and Franz Franchetti
    Smart Memory Synthesis for Energy-Efficient Computed Tomography Reconstruction
    Proc. SRC TECHCON, 2012
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Electrical and Computer Engineering, Carnegie Mellon University, 2007