User profiles for Kai J. Sandbrink
 | Kai SandbrinkETH Zurich Verified email at ethz.ch Cited by 89 |
Task-driven hierarchical deep neural network models of the proprioceptive pathway
Biological motor control is versatile and efficient. Muscles are flexible and undergo continuous
changes requiring distributed adaptive control mechanisms. How proprioception solves …
changes requiring distributed adaptive control mechanisms. How proprioception solves …
Contrasting action and posture coding with hierarchical deep neural network models of proprioception
Biological motor control is versatile, efficient, and depends on proprioceptive feedback.
Muscles are flexible and undergo continuous changes, requiring distributed adaptive control …
Muscles are flexible and undergo continuous changes, requiring distributed adaptive control …
[HTML][HTML] Understanding the effectiveness of government interventions against the resurgence of COVID-19 in Europe
European governments use non-pharmaceutical interventions (NPIs) to control resurging
waves of COVID-19. However, they only have outdated estimates for how effective individual …
waves of COVID-19. However, they only have outdated estimates for how effective individual …
Understanding the effectiveness of government interventions in Europe's second wave of COVID-19
As European governments face resurging waves of COVID-19, non-pharmaceutical interventions
(NPIs) continue to be the primary tool for infection control. However, updated estimates …
(NPIs) continue to be the primary tool for infection control. However, updated estimates …
Mask wearing in community settings reduces SARS-CoV-2 transmission
…, JT Monrad, JB Sandbrink… - Proceedings of the …, 2022 - National Acad Sciences
The effectiveness of mask wearing at controlling severe acute respiratory syndrome
coronavirus 2 (SARS-CoV-2) transmission has been unclear. While masks are known to …
coronavirus 2 (SARS-CoV-2) transmission has been unclear. While masks are known to …
[HTML][HTML] A dataset of non-pharmaceutical interventions on SARS-CoV-2 in Europe
During the second half of 2020, many European governments responded to the resurging
transmission of SARS-CoV-2 with wide-ranging non-pharmaceutical interventions (NPIs). …
transmission of SARS-CoV-2 with wide-ranging non-pharmaceutical interventions (NPIs). …
Mass mask-wearing notably reduces COVID-19 transmission
Mask-wearing has been a controversial measure to control the COVID-19 pandemic. While
masks are known to substantially reduce disease transmission in healthcare settings [ 1 – 3 ], …
masks are known to substantially reduce disease transmission in healthcare settings [ 1 – 3 ], …
[HTML][HTML] Modelling cognitive flexibility with deep neural networks
K Sandbrink, C Summerfield - Current Opinion in Behavioral Sciences, 2024 - Elsevier
Highlights • We review recent advances in endowing deep RL systems with cognitive
flexibility. • Dual-process RL unifies habit-driven System I and deliberative System II policies. • …
flexibility. • Dual-process RL unifies habit-driven System I and deliberative System II policies. • …
Learning the value of control with Deep RL
KJ Sandbrink, C Summerfield, L Hunt - 2024 - osf.io
The ability to accurately sense and respond to changes in one's own level of control into
decision-making is a critical both for decision-making and for credit assignment. However, the …
decision-making is a critical both for decision-making and for credit assignment. However, the …
Time series forecasting of air quality based on regional numerical modeling in Hong Kong
Based on prevailing numerical forecasting models (Community Multiscale Air Quality [CMAQ]
model , Comprehensive Air Quality Model with Extensions, and Nested Air Quality …
model , Comprehensive Air Quality Model with Extensions, and Nested Air Quality …