Publications

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Corresponding bibtex list 

Journal 

  1. Franz Franchetti, Tze-Meng Low, Thom Popovici, Richard Veras, Daniele G. Spampinato, Jeremy Johnson, Markus Püschel, James C. Hoe and José M. F. Moura
    SPIRAL: Extreme Performance Portability
    Proceedings of the IEEE, special issue on ``From High Level Specification to High Performance Code'', Vol. 106, No. 11, 2018
  2. 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
  3. 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
  4. Peter A. Milder, Franz Franchetti, James C. Hoe and Markus Püschel
    Computer Generation of Hardware for Linear Digital Signal Processing Transforms
    ACM Transactions on Design Automation of Electronic Systems, Vol. 17, No. 2, 2012
  5. Rachid Bouziane, Peter A. Milder, Robert Koutsoyannis, Yannis Benlachtar, James C. Hoe, Markus Püschel, Madeleine Glick and Robert I. Killey
    Design studies for ASIC implementations of 28 GS/s optical QPSK- and 16-QAM-OFDM transceivers
    Optics Express, Vol. 19, No. 21, pp. 20857-20864, 2011
  6. W. Yu, Tsuhan Chen, Franz Franchetti and James C. Hoe
    High Performance Stereo Vision Designed for Massively Data Parallel Platforms
    IEEE Transactions on Circuits and Systems for Video Technology (T-CSVT), Vol. 20, No. 11, pp. 1509-1519, 2010
  7. Yannis Benlachtar, Philip M. Watts, Rachid Bouziane, Peter A. Milder, Robert Koutsoyannis, James C. Hoe, Markus Püschel, Madeleine Glick and Robert I. Killey
    Real-Time Digital Signal Processing for the Generation of Optical Orthogonal Frequency Division Multiplexed Signals
    IEEE Journal of Selected Topics in Quantum Electronics, Vol. 16, No. 5, pp. 1235-1244 , 2010
  8. Yannis Benlachtar, Philip M. Watts, Rachid Bouziane, Peter A. Milder, Deepak Rangaraj, Anthony Cartolano, Robert Koutsoyannis, James C. Hoe, Markus Püschel, Madeleine Glick and Robert I. Killey
    Generation of Optical OFDM Signals Using 21.4 GS/s Real Time Digital Signal Processing
    Optics Express, Vol. 17, No. 20, pp. 17658-17668, 2009
  9. Markus Püschel, Peter A. Milder and James C. Hoe
    Permuting Streaming Data Using RAMs
    Journal of the ACM, Vol. 56, No. 2, pp. 10:1-10:34, 2009
  10. Peter Tummeltshammer, James C. Hoe and Markus Püschel
    Time-Multiplexed Multiple Constant Multiplication
    IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, Vol. 26, No. 9, pp. 1551-1563, 2007

Conference (fully reviewed) 

  1. F. Sadi, Joe Sweeney, Tze-Meng Low, James C. Hoe, Lawrence Pileggi and Franz Franchetti
    Efficient SpMV Operation for Large and Highly Sparse Matrices Using Scalable Multi-way Merge Parallelization
    Proc. MICRO, 2019
  2. F. Sadi, Joe Sweeney, S. McMillan, Tze-Meng Low, James C. Hoe, Lawrence Pileggi and Franz Franchetti
    PageRank Acceleration for Large Graphs with Scalable Hardware and Two-Step SpMV
    Proc. High Performance Extreme Computing (HPEC), 2018
  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. 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
  7. 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
  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. 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
  10. Qiuling Zhu, H. E. Sumbul, F. Sadi, James C. Hoe, Lawrence Pileggi and Franz Franchetti
    Accelerating Sparse Matrix-Matrix Multiplication with 3D-Stacked Logic-in-Memory Hardware
    Proc. High Performance Extreme Computing (HPEC), pp. 1-6, 2013
  11. W. Yu, Franz Franchetti, James C. Hoe and Tsuhan Chen
    Highly Efficient Performance Portable Tracking of Evolving Surfaces
    Proc. IEEE International Parallel and Distributed Processing Symposium (IPDPS), pp. 296-307, 2012
  12. Robert Koutsoyannis, Peter A. Milder, Christian Berger, Madeleine Glick, James C. Hoe and Markus Püschel
    Improving Fixed-Point Accuracy of FFT Cores in O-OFDM Systems
    Proc. International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2012
  13. 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
  14. Rachid Bouziane, Peter A. Milder, Robert Koutsoyannis, Yannis Benlachtar, Christian Berger, James C. Hoe, Markus Püschel, Madeleine Glick and Robert I. Killey
    Design Studies for an ASIC Implementation of an Optical OFDM Transceiver
    Proc. European Conference on Optical Communication (ECOC), pp. 1-3, 2010
  15. W. Yu, Franz Franchetti, James C. Hoe and Tsuhan Chen
    Fast and Robust Active Contours for Image Segmentation
    Proc. IEEE International Conference on Image Processing (ICIP), 2010
  16. W. Yu, Franz Franchetti, James C. Hoe, Y.-J. Chang and Tsuhan Chen
    Fast Bilateral Filtering By Adapting Block Size
    Proc. IEEE International Conference on Image Processing (ICIP), 2010
  17. Peter A. Milder, Franz Franchetti, James C. Hoe and Markus Püschel
    Hardware Implementation of the Discrete Fourier Transform with Non-Power-of-Two Problem Size
    Proc. International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2010
  18. Yannis Benlachtar, Rachid Bouziane, Robert I. Killey, Christian Berger, Peter A. Milder, Robert Koutsoyannis, James C. Hoe, Markus Püschel and Madeleine Glick
    Optical OFDM for the Data Center
    Proc. International Conference on Transparent Optical Networks (ICTON), pp. 1-4, 2010
  19. Peter A. Milder, James C. Hoe and Markus Püschel
    Automatic Generation of Streaming Datapaths for Arbitrary Fixed Permutations
    Proc. Design, Automation and Test in Europe (DATE), pp. 1118-1123, 2009
  20. Peter A. Milder, Franz Franchetti, James C. Hoe and Markus Püschel
    Formal Datapath Representation and Manipulation for Implementing DSP Transforms
    Proc. Design Automation Conference (DAC), pp. 385-390, 2008
  21. Paolo D'Alberto, Peter A. Milder, Aliaksei Sandryhaila, Franz Franchetti, James C. Hoe, José M. F. Moura, Markus Püschel and Jeremy Johnson
    Generating FPGA Accelerated DFT Libraries
    Proc. IEEE Symposium on Field-Programmable Custom Computing Machines (FCCM), pp. 173-184, 2007
  22. Peter A. Milder, Mohammad Ahmad, James C. Hoe and Markus Püschel
    Fast and Accurate Resource Estimation of Automatically Generated Custom DFT IP Cores
    Proc. FPGA, pp. 211-220, 2006
  23. Marek Telgarsky, James C. Hoe and José M. F. Moura
    Spiral: Joint Runtime and Energy Optimization of Linear Transforms
    Proc. International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Vol. 3, 2006
  24. Grace Nordin, Peter A. Milder, James C. Hoe and Markus Püschel
    Automatic Generation of Customized Discrete Fourier Transform IPs
    Proc. Design Automation Conference (DAC), pp. 471-474, 2005
  25. Adam C. Zelinski, Markus Püschel, Smarahara Misra and James C. Hoe
    Automatic Cost Minimization for Multiplierless Implementations of Discrete Signal Transforms
    Proc. International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Vol. 5, pp. V-221-V-224, 2004
  26. Markus Püschel, Adam C. Zelinski and James C. Hoe
    Custom-Optimized Multiplierless Implementations of DSP Algorithms
    Proc. International Conference on Computer-Aided Design (ICCAD), pp. 175-182, 2004
  27. Peter Tummeltshammer, James C. Hoe and Markus Püschel
    Multiple Constant Multiplication By Time-Multiplexed Mapping of Addition Chains
    Proc. Design Automation Conference (DAC), pp. 826-829, 2004

Conference (abstract reviewed) 

  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. W. Yu, Franz Franchetti, James C. Hoe, José M. F. Moura and Tsuhan Chen
    Performance Portable Tracking of Evolving Surfaces
    Proc. High Performance Extreme Computing (HPEC), 2011
  3. Yannis Benlachtar, Philip M. Watts, Rachid Bouziane, Peter A. Milder, Robert Koutsoyannis, James C. Hoe, Markus Püschel, Madeleine Glick and Robert I. Killey
    21.4 GS/s Real-Time DSP-Based Optical OFDM Signal Generation and Transmission Over 1600 km of Uncompensated Fibre
    Proc. European Conference on Optical Communication (ECOC), pp. 1-2, 2009
  4. Franz Franchetti, Yevgen Voronenko, Peter A. Milder, Srinivas Chellappa, Marek Telgarsky, Hao Shen, Paolo D'Alberto, Frédéric de Mesmay, James C. Hoe, José M. F. Moura and Markus Püschel
    Domain-Specific Library Generation for Parallel Software and Hardware Platforms
    Proc. NSF Next Generation Software Program Workshop (NSFNGS) colocated with IPDPS, 2008
  5. Peter A. Milder, Franz Franchetti, James C. Hoe and Markus Püschel
    Linear Transforms: From Math to Efficient Hardware
    Proc. Workshop on High-Level Synthesis colocated with DAC, 2008
  6. Franz Franchetti, Daniel McFarlin, Frédéric de Mesmay, Hao Shen, Tomasz Wiktor Włodarczyk, Srinivas Chellappa, Marek Telgarsky, Peter A. Milder, Yevgen Voronenko, Qian Yu, James C. Hoe, José M. F. Moura and Markus Püschel
    Program Generation with Spiral: Beyond Transforms
    Proc. High Performance Extreme Computing (HPEC), 2008
  7. Peter A. Milder, Franz Franchetti, James C. Hoe and Markus Püschel
    Fast Fourier Transform on FPGA: Design Choices and Evaluation
    Proc. International Symposium on Field-Programmable Gate Arrays (FPGA), 2007
  8. Peter A. Milder, Franz Franchetti, James C. Hoe and Markus Püschel
    FFT Compiler: From Math to Efficient Hardware
    Proc. IEEE International High Level Design Validation and Test Workshop (HLDVT), 2007
  9. Paolo D'Alberto, Peter A. Milder, Franz Franchetti, James C. Hoe, Markus Püschel and José M. F. Moura
    Discrete Fourier Transform Compiler for FPGA and CPU/FPGA Partitioned Implementations
    Proc. High Performance Extreme Computing (HPEC), 2006
  10. Roland Wunderlich, Markus Püschel and James C. Hoe
    Accelerating Blocked Matrix-Matrix Multiplication using a Software-Managed Memory Hierarchy with DMA
    Proc. High Performance Extreme Computing (HPEC), 2005
  11. Grace Nordin, James C. Hoe and Markus Püschel
    Discrete Fourier Transform IP Generator
    Proc. High Performance Extreme Computing (HPEC), 2004
  12. Smarahara Misra, Adam C. Zelinski, James C. Hoe and Markus Püschel
    Custom Reduction of Arithmetic in Linear DSP Transforms
    Proc. High Performance Extreme Computing (HPEC), 2003
  13. Fang Fang, James C. Hoe, Markus Püschel and Smarahara Misra
    Generation of Custom DSP Transform IP Cores: Case Study Walsh-Hadamard Transform
    Proc. High Performance Extreme Computing (HPEC), 2002

Thesis 

  1. G. Xu, Franz Franchetti and James C. Hoe
    An Approach to Generating Customized Load-Store Architectures
    PhD. thesis, Electrical and Computer Engineering, Carnegie Mellon University, 2023

Other 

  1. G. Xu, Tze-Meng Low, James C. Hoe and Franz Franchetti
    Optimizing FFT Resource Efficiency of FPGA using High-Level Synthesis
    High Performance Extreme Computing Conference (HPEC), 2017
  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
  3. Peter A. Milder, Franz Franchetti, James C. Hoe and Markus Püschel
    Discrete Fourier Transform Compiler: From Mathematical Representation to Efficient Hardware
    CSSI Technical Report #CSSI-07-01, Carnegie Mellon University, 2007
Publication interface designed and implemented by Patra Pantupat, Aliaksei Sandryhaila, and Markus Püschel
Electrical and Computer Engineering, Carnegie Mellon University, 2007