Madhura Purnaprajna
Madhura Purnaprajna
Principal Member Technical Staff, AMD and Professor (on Sabbatical), P.E.S. University
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Recurrent neural networks: An embedded computing perspective
NM Rezk, M Purnaprajna, T Nordström, Z Ul-Abdin
IEEE Access 8, 57967-57996, 2020
Genetic algorithms for hardware–software partitioning and optimal resource allocation
M Purnaprajna, M Reformat, W Pedrycz
Journal of Systems Architecture 53 (7), 339-354, 2007
A survey on high-throughput non-binary LDPC decoders: ASIC, FPGA, and GPU architectures
O Ferraz, S Subramaniyan, R Chinthala, J Andrade, JR Cavallaro, ...
IEEE Communications Surveys & Tutorials 24 (1), 524-556, 2021
Shortening design time through multiplatform simulations with a portable OpenCL golden-model: the LDPC decoder case
G Falcao, M Owaida, D Novo, M Purnaprajna, N Bellas, CD Antonopoulos, ...
2012 IEEE 20th International Symposium on Field-Programmable Custom …, 2012
ASIC implementation of a high speed WGNG for communication channel emulation [white Gaussian noise generator]
E Fung, K Leung, N Parimi, M Purnaprajna, VC Gaudet
IEEE Workshop onSignal Processing Systems, 2004. SIPS 2004., 304-309, 2004
Making wide-issue VLIW processors viable on FPGAs
M Purnaprajna, P Ienne
ACM Transactions on Architecture and Code Optimization (TACO) 8 (4), 1-16, 2012
Enabling seamless execution on hybrid CPU/FPGA systems: Challenges & directions
M Belwal, M Purnaprajna, TSB Sudarshan
2015 25th International Conference on Field Programmable Logic and …, 2015
Power aware reconfigurable multiprocessor for elliptic curve cryptography
M Purnaprajna, C Puttmann, M Porrmann
Proceedings of the conference on Design, automation and test in Europe, 1462 …, 2008
Enhancing design space exploration by extending CPU/GPU specifications onto FPGAs
M Owaida, G Falcao, J Andrade, C Antonopoulos, N Bellas, ...
ACM Transactions on Embedded Computing Systems (TECS) 14 (2), 1-23, 2015
Self-optimization of mpsocs targeting resource efficiency and fault tolerance
M Porrmann, M Purnaprajna, C Puttmann
2009 NASA/ESA Conference on Adaptive Hardware and Systems, 467-473, 2009
Shadow and-inverter cones
H Parandeh-Afshar, G Zgheib, D Novo, M Purnaprajna, P Ienne
2013 23rd International Conference on Field programmable Logic and …, 2013
Compiler-driven reconfiguration of multiprocessors
M Hußmann, M Thies, U Kastens, M Purnaprajna, M Porrmann, U Rückert
Proceedings of the Workshop on Application Specific Processors (WASP) 2007, 2007
A case for heterogeneous technology-mapping: Soft versus hard multiplexers
M Purnaprajna, P Ienne
2013 IEEE 21st Annual International Symposium on Field-Programmable Custom …, 2013
Run-time reconfigurable multiprocessors
M Purnaprajna
University of Paderborn, 2010
Demystifying Compression Techniques in CNNs: CPU, GPU and FPGA cross-platform analysis
R Ramakrishnan, AKV Dev, AS Darshik, R Chinchwadkar, M Purnaprajna
2021 34th International Conference on VLSI Design and 2021 20th …, 2021
CoIn: Accelerated CNN co-inference through data partitioning on heterogeneous devices
K Vanishree, A George, S Gunisetty, S Subramanian, S Kashyap, ...
2020 6th International Conference on Advanced Computing and Communication …, 2020
k-core: Hardware Accelerator for k-mer Generation and Counting used in Computational Genomics
SM Bose, VS Lalapura, S Saravanan, M Purnaprajna
2019 32nd International Conference on VLSI Design and 2019 18th …, 2019
Runtime Reconfiguration of Multiprocessors Based on Compile-Time Analysis
M Purnaprajna, M Porrmann, U Rueckert, M Hussmann, M Thies, ...
ACM Transactions on Reconfigurable Technology and Systems (TRETS) 3 (3), 1-25, 2010
Work in progress: Performance modeling for data distribution in heterogeneous computing systems
K Vanishree, M Purnaprajna
2018 International Conference on Compilers, Architectures and Synthesis for …, 2018
TileNet: Scalable architecture for high-throughput ternary convolution neural networks using FPGAs
SS Vikram, V Pant, M Mody, M Purnaprajna
2018 31st International Conference on VLSI Design and 2018 17th …, 2018
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