For example, the ways that floating-point numbers are stored on common software/hardware platforms and handled by compilers may exhibit subtle differences with respect to floating-point computations that may lead to serious errors in big data processing (Monniaux 2008).
This Bayesian observer assumption provides principled constraints on the computations that may underlie perceptual inference, learning and decision-making.
There are two basic reasons for this: first, energy consumption and performance do not increase in the same way with memory size and hierarchy level; second, performance is a worst-case metric, while power is an average-case metric: for instance, the removal of a critical computation that improves performance may be harmful in terms of power consumption.
Emerging technologies provide new logic and interconnection structures for computation, storage and communication that may require new design paradigms, and therefore trigger the development of a new generation of design automation tools.
We know that computing LACV using such a method questions the conduit computation, leading investigators to conclusions that may conflict with results obtained using methods better linked to basic physiology [ 33].
We provide a review of the selectivity of neurons in V1, laminar specialization and analogies to signal processing techniques, a model of V1 saliency computation, and higher-area feedback that may mediate perception.
Given the apparent coupling of homeostatic and learning processes, here, we propose a formal hypothesis for the computations, at an algorithmic level, that may be performed in this biological integration of the two systems.
The 'add transform' menu works in a similar fashion but offers a domain-specific set of transformations that may involve semantic computation.
In digital organisms, the relevant traits are logic functions, i.e., computations that these organisms may evolve the ability to perform using numbers they input from their environment.
Finally, the fast computations suggest that it may be appealing to expand our models to incorporate high-level population heterogeneities.
