Publications

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bibtex list 

3D-stacked 

  1. Berkin Akin, Franz Franchetti and James C. Hoe
    Data Reorganization in Memory Using 3D-stacked DRAM
    Proc. International Symposium on Computer Architectur (ISCA), 2015
  2. Qiuling Zhu, Berkin Akin, H. E. Sumbul, F. Sadi, James C. Hoe, Lawrence Pileggi and Franz Franchetti
    A 3D-Stacked Logic-in-Memory Accelerator for Application-Specific Data Intensive Computing
    Proc. IEEE International 3D Systems Integration Conference (3DIC), pp. 1-7, 2013

Acceleration 

  1. 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
  2. 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
  3. Berkin Akin, Franz Franchetti and James C. Hoe
    Understanding the Design Space of DRAM-optimized Hardware FFT Accelerators
    Proc. IEEE International Conference on Application-Specific Systems, Architectures and Processors (ASAP), pp. 248-255, 2014
  4. Qiuling Zhu, Berkin Akin, H. E. Sumbul, F. Sadi, James C. Hoe, Lawrence Pileggi and Franz Franchetti
    A 3D-Stacked Logic-in-Memory Accelerator for Application-Specific Data Intensive Computing
    Proc. IEEE International 3D Systems Integration Conference (3DIC), pp. 1-7, 2013

Algorithm theory and analysis 

  1. F. Sadi, Berkin Akin, Thom Popovici, James C. Hoe, Lawrence Pileggi and Franz Franchetti
    Algorithm/Hardware Co-optimized SAR Image Reconstruction with 3D-stacked Logic in Memory
    Proc. IEEE High Performance Extreme Computing (HPEC), 2014
  2. Berkin Akin, Peter A. Milder, Franz Franchetti and James C. Hoe
    Algorithm and Architecture Optimization for Large Size Two Dimensional Discrete Fourier Transform
    ACM/SIGDA International Symposium on Field Programmable Gate Arrays (FPGA), 2012

Architecture 

  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
  2. Qiuling Zhu, Berkin Akin, H. E. Sumbul, F. Sadi, James C. Hoe, Lawrence Pileggi and Franz Franchetti
    A 3D-Stacked Logic-in-Memory Accelerator for Application-Specific Data Intensive Computing
    Proc. IEEE International 3D Systems Integration Conference (3DIC), pp. 1-7, 2013
  3. Berkin Akin, Peter A. Milder, Franz Franchetti and James C. Hoe
    Algorithm and Architecture Optimization for Large Size Two Dimensional Discrete Fourier Transform
    ACM/SIGDA International Symposium on Field Programmable Gate Arrays (FPGA), 2012

Bandwidth 

  1. 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

Data reorganization 

  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
  2. Berkin Akin, Franz Franchetti and James C. Hoe
    Data Reorganization in Memory Using 3D-stacked DRAM
    Proc. International Symposium on Computer Architectur (ISCA), 2015

Design 

  1. Berkin Akin, Franz Franchetti and James C. Hoe
    Understanding the Design Space of DRAM-optimized Hardware FFT Accelerators
    Proc. IEEE International Conference on Application-Specific Systems, Architectures and Processors (ASAP), pp. 248-255, 2014

Discrete/fast Fourier transform 

  1. Berkin Akin, Peter A. Milder, Franz Franchetti and James C. Hoe
    Algorithm and Architecture Optimization for Large Size Two Dimensional Discrete Fourier Transform
    ACM/SIGDA International Symposium on Field Programmable Gate Arrays (FPGA), 2012

DRAM 

  1. Qiuling Zhu, Berkin Akin, H. E. Sumbul, F. Sadi, James C. Hoe, Lawrence Pileggi and Franz Franchetti
    A 3D-Stacked Logic-in-Memory Accelerator for Application-Specific Data Intensive Computing
    Proc. IEEE International 3D Systems Integration Conference (3DIC), pp. 1-7, 2013
  2. 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

Energy-efficient 

  1. 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

Fast Fourier Transform 

  1. Berkin Akin, Franz Franchetti and James C. Hoe
    FFTs with Near-Optimal Memory Access Through Block Data Layouts: Algorithm, Architecture and Design Automation
    Journal of Signal Processing Systems, 2015
  2. Berkin Akin, Franz Franchetti and James C. Hoe
    FFTs with Near-Optimal Memory Access Through Block Data Layouts
    Proc. International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2014
  3. 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

FFT 

  1. 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

FPGA 

  1. Berkin Akin, Peter A. Milder, Franz Franchetti and James C. Hoe
    Algorithm and Architecture Optimization for Large Size Two Dimensional Discrete Fourier Transform
    ACM/SIGDA International Symposium on Field Programmable Gate Arrays (FPGA), 2012
  2. 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

Hardware 

  1. 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
  2. Berkin Akin, Franz Franchetti and James C. Hoe
    Understanding the Design Space of DRAM-optimized Hardware FFT Accelerators
    Proc. IEEE International Conference on Application-Specific Systems, Architectures and Processors (ASAP), pp. 248-255, 2014

Logic-in-memory 

  1. Qiuling Zhu, Berkin Akin, H. E. Sumbul, F. Sadi, James C. Hoe, Lawrence Pileggi and Franz Franchetti
    A 3D-Stacked Logic-in-Memory Accelerator for Application-Specific Data Intensive Computing
    Proc. IEEE International 3D Systems Integration Conference (3DIC), pp. 1-7, 2013

Memory 

  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
  2. 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
  3. Berkin Akin, Franz Franchetti and James C. Hoe
    Data Reorganization in Memory Using 3D-stacked DRAM
    Proc. International Symposium on Computer Architectur (ISCA), 2015
  4. 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
  5. 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
  6. 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
  7. 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

Optimizing 

  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
  2. Berkin Akin, Franz Franchetti and James C. Hoe
    Understanding the Design Space of DRAM-optimized Hardware FFT Accelerators
    Proc. IEEE International Conference on Application-Specific Systems, Architectures and Processors (ASAP), pp. 248-255, 2014
  3. Berkin Akin, Peter A. Milder, Franz Franchetti and James C. Hoe
    Algorithm and Architecture Optimization for Large Size Two Dimensional Discrete Fourier Transform
    ACM/SIGDA International Symposium on Field Programmable Gate Arrays (FPGA), 2012

Parallel processing 

  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

Transform 

  1. 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
Publication interface designed and implemented by Patra Pantupat, Aliaksei Sandryhaila, and Markus Püschel
Electrical and Computer Engineering, Carnegie Mellon University, 2007