Category
Algorithmic information theory
Related publications (4)
Lupulus: A Flexible Hardware Accelerator For Neural Networks
Andreas Peter Burg, Alexios Konstantinos Balatsoukas Stimming, Robert Giterman, Andreas Toftegaard Kristensen
Neural networks have become indispensable for a wide range of applications, but they suffer from high computational- and memory-requirements, requiring optimizations from the algorithmic description of the network to the hardware implementation. Moreover, ...
IEEE2020High Level Extraction of SoC Architectural Information from Generic C Algorithmic Descriptions
Marco Mattavelli, Massimo Ravasi
The complexity of nowadays, algorithms in terms of number of lines of codes and cross-relations among processing algorithms that are activated by specific input signals, goes far beyond what the designer can reasonably grasp from the “pencil & paper” analy ...
IEEE2005Extended BIC Criterion for Model Selection
Model selection is commonly based on some variation of the BIC or minimum message length criteria, such as MML and MDL. In either case the criterion is split into two terms: one for the model (data code length/model complexity) and one for the data given t ...
IDIAP2002