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ICML
2010
IEEE
13 years 8 months ago
Restricted Boltzmann Machines are Hard to Approximately Evaluate or Simulate
Restricted Boltzmann Machines (RBMs) are a type of probability model over the Boolean cube {-1, 1}n that have recently received much attention. We establish the intractability of ...
Philip M. Long, Rocco A. Servedio
CCS
2009
ACM
14 years 2 months ago
Physically restricted authentication with trusted hardware
Modern computer systems permit users to access protected information from remote locations. In certain secure environments, it would be desirable to restrict this access to a part...
Michael S. Kirkpatrick, Elisa Bertino
FPL
2009
Springer
161views Hardware» more  FPL 2009»
13 years 12 months ago
A multi-FPGA architecture for stochastic Restricted Boltzmann Machines
Although there are many neural network FPGA architectures, there is no framework for designing large, high-performance neural networks suitable for the real world. In this paper, ...
Daniel L. Ly, Paul Chow
CSB
2005
IEEE
130views Bioinformatics» more  CSB 2005»
14 years 29 days ago
TreeRefiner: A Tool for Refining a Multiple Alignment on a Phylogenetic Tree
We present TreeRefiner, a tool for refining multiple alignments of biological sequences. Given a multiple alignment, a phylogenetic tree, and scoring parameters as input, TreeRefi...
Aswath Manohar, Serafim Batzoglou
ISCC
2003
IEEE
14 years 19 days ago
DCMC - Delay-Constrained Multipoint Communication with Multiple Sources
Multipoint communication — simultaneous transmission from multiple sources to a group of receivers — has numerous applications on Internet. However, the problem is mainly stud...
Ayse Karaman, Hossam S. Hassanein