Context-switching and adaptation: Brain-inspired mechanisms for handling environmental changes

E Chalmers, EB Contreras, B Robertson… - … Joint Conference on …, 2016 - ieeexplore.ieee.org
… Hierarchical state abstraction allows a previously-learned model to be efficiently adapted
for use in a new task, while context switching allows learned models to be saved and recalled …

Analysing monitoring and switching problems for adaptive systems

M Salifu, Y Yu, AK Bandara, B Nuseibeh - Journal of Systems and Software, 2012 - Elsevier
… that adaptive software must monitor contexts and switch its … switching actions? The goal of
our work is to investigate necessary and sufficient conditions for both monitoring and switching

Specifying monitoring and switching problems in context

M Salifu, Y Yu, B Nuseibeh - 15th IEEE International …, 2007 - ieeexplore.ieee.org
… An adaptation of our approach will be needed to deal with other aspects of context such
as … to project adaptive context into problem diagrams. For software systems where context

Adaptive cerebellar spiking model embedded in the control loop: Context switching and robustness against noise

NR Luque, JA Garrido, RR Carrillo, S Tolu… - International journal of …, 2011 - World Scientific
This work evaluates the capability of a spiking cerebellar model embedded in different loop
architectures (recurrent, forward, and forward&recurrent) to control a robotic arm (three …

Lossless image coding using adaptive, switching algorithm with automatic fuzzy context modelling

LJ Kau, YP Lin, CT Lin - IEE Proceedings-Vision, Image and Signal Processing, 2006 - IET
… ) with automatic fuzzy context modelling is … context of the coding pixel, the SWAP encoder
switches between two predictors: the adaptive neural predictor (ANP) and the texture context

Ferroelectric FET-based context-switching FPGA enabling dynamic reconfiguration for adaptive deep learning machines

Y Xu, Z Zhao, Y Xiao, T Yu, H Mulaosmanovic… - Science …, 2024 - science.org
switching between multiple configurations still elusive. Here, we propose a ferroelectric
field-effect transistor (FeFET)–based context-switching … in CB/switch box power consumption with …

Context switching in a run-time reconfigurable system

K Puttegowda, DI Lehn, JH Park, P Athanas… - The Journal of …, 2003 - Springer
… An experimental context-switching FPGA, … context-switching applications. This paper
presents results obtained from constructing both control-driven and data-driven context switching

The susceptibility of programs to context switching

WMW Hwu, TM Conte - IEEE Transactions on Computers, 1994 - ieeexplore.ieee.org
… the effects due to both voluntary context switches (e.& system calls) and involuntary context
switches (e+, time quantum expiration). Involuntary context switches are modeled using the …

[PDF][PDF] Context-switching and responsiveness to real relevance

E Rietveld - 2012 - philpapers.org
… So according to Wheeler the contextually triggered activity of such a ‘special-purpose
adaptive coupling’ (SPAC) is what underlies our appropriate responsiveness to a given context. …

Adaptive control using multiple models, switching and tuning

KS Narendra, OA Driollet, M Feiler… - … journal of adaptive …, 2003 - Wiley Online Library
… criterion J), the system switches to it and switches back to the adaptive model as described
earlier. However, faster tracking can be obtained if a new adaptive model is initialized at the …