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» Implementation of the MLP Kernel
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FCCM
2011
IEEE
331views VLSI» more  FCCM 2011»
13 years 1 months ago
Synthesis of Platform Architectures from OpenCL Programs
—The problem of automatically generating hardware modules from a high level representation of an application has been at the research forefront in the last few years. In this pap...
Muhsen Owaida, Nikolaos Bellas, Konstantis Dalouka...
ICASSP
2011
IEEE
13 years 1 months ago
Improving kernel-energy trade-offs for machine learning in implantable and wearable biomedical applications
Emerging biomedical sensors and stimulators offer unprecedented modalities for delivering therapy and acquiring physiological signals (e.g., deep brain stimulators). Exploiting th...
Kyong-Ho Lee, Sun-Yuan Kung, Naveen Verma
ASUNAM
2011
IEEE
12 years 9 months ago
DisNet: A Framework for Distributed Graph Computation
—With the rise of network science as an exciting interdisciplinary research topic, efficient graph algorithms are in high demand. Problematically, many such algorithms measuring...
Ryan Lichtenwalter, Nitesh V. Chawla
PPOPP
2010
ACM
14 years 4 months ago
Load balancing on speed
To fully exploit multicore processors, applications are expected to provide a large degree of thread-level parallelism. While adequate for low core counts and their typical worklo...
Steven Hofmeyr, Costin Iancu, Filip Blagojevic
IPPS
2009
IEEE
14 years 4 months ago
Exploring FPGAs for accelerating the phylogenetic likelihood function
Driven by novel biological wet lab techniques such as pyrosequencing there has been an unprecedented molecular data explosion over the last 2-3 years. The growth of biological seq...
Nikolaos Alachiotis, Euripides Sotiriades, Apostol...