Publications

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Corresponding bibtex list 

Journal 

1. 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
   

Book Chapter 

1. 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
   

Conference (fully reviewed) 

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. 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
   
4. Berkin Akin, Franz Franchetti and James C. Hoe
   Data Reorganization in Memory Using 3D-stacked DRAM
   Proc. International Symposium on Computer Architectur (ISCA), 2015
   
5. 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
   
6. 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
   
7. 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
   
8. 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
   
9. 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
   
10. 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
    
11. 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
    
12. Qiuling Zhu, Lawrence Pileggi and Franz Franchetti
    Smart Memory Synthesis for Energy-Efficient Computed Tomography Reconstruction
    Proc. SRC TECHCON, 2012
    

Conference (abstract reviewed) 

1. 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
   

Thesis 

1. 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
   

Publication interface designed and implemented by Patra Pantupat, Aliaksei Sandryhaila, and Markus Püschel
Electrical and Computer Engineering, Carnegie Mellon University, 2007