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» Model Checking for Programming Languages using Verisoft
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JMLR
2012
13 years 8 months ago
Deep Learning Made Easier by Linear Transformations in Perceptrons
We transform the outputs of each hidden neuron in a multi-layer perceptron network to have zero output and zero slope on average, and use separate shortcut connections to model th...
Tapani Raiko, Harri Valpola, Yann LeCun
ECOOP
2010
Springer
15 years 11 months ago
Essential AOP: The A Calculus
Abstract. Aspect-oriented programming (AOP) has produced interesting language designs, but also ad hoc semantics that needs clarification. We contribute to this clarification wit...
Bruno De Fraine, Erik Ernst, Mario Südholt
IWMM
2000
Springer
76views Hardware» more  IWMM 2000»
15 years 9 months ago
A Region-Based Memory Manager for Prolog
We extend Tofte and Talpin's region-based model for memory management to support backtracking and cuts, which makes it suitable for use with Prolog and other logic programmin...
Henning Makholm
194
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ASPLOS
1996
ACM
15 years 10 months ago
An Integrated Compile-Time/Run-Time Software Distributed Shared Memory System
On a distributed memory machine, hand-coded message passing leads to the most efficient execution, but it is difficult to use. Parallelizing compilers can approach the performance...
Sandhya Dwarkadas, Alan L. Cox, Willy Zwaenepoel
FLAIRS
2006
15 years 7 months ago
An Empirical Exploration of Hidden Markov Models: From Spelling Recognition to Speech Recognition
Hidden Markov models play a critical role in the modelling and problem solving of important AI tasks such as speech recognition and natural language processing. However, the stude...
Shieu-Hong Lin