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- E. Tang, James C. Hoe and Franz Franchetti
Magic Memory: A Memory-Centric Declarative Programming Paradigm to Enable High Productivity on Heterogeneous Systems
Proc. SRC TECHCON, 2024
- 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
- 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
- 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
- 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
- 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
- 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
- Berkin Akin, Franz Franchetti and James C. Hoe
Data Reorganization in Memory Using 3D-stacked DRAM
Proc. International Symposium on Computer Architectur (ISCA), 2015
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- Grace Nordin, James C. Hoe and Markus Püschel
Discrete Fourier Transform IP Generator
Proc. High Performance Extreme Computing (HPEC), 2004
- 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
- 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
- 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