Modular networks: Learning to decompose neural computation

L Kirsch, J Kunze, D Barber - Advances in neural …, 2018 - proceedings.neurips.cc
… structure of biological neural connections [28] is hypothesized … To address the difficulties in
forming the exact summation … functions and therefore also separates functionality into multiple …

Product and organizational modularity: a contingent view of the mirroring hypothesis

MF Sorkun, A Furlan - European Management Review, 2017 - Wiley Online Library
… (high PM) in the formation of modular organizations. … Scholars should design empirical
studies specifically aimed at testing … We urge scholars to carry out empirical studies that separate

Task-driven modular networks for zero-shot compositional learning

S Purushwalkam, M Nickel, A Gupta… - Proceedings of the …, 2019 - openaccess.thecvf.com
… task-driven modular architecture for compositional reasoning … We show in our experiments
that current evaluation metrics … feature space using two separate multilayer neural networks. …

[HTML][HTML] Modular structure of brain functional networks: breaking the resolution limit by Surprise

C Nicolini, A Bifone - Scientific reports, 2016 - nature.com
… only at the cost of unduly splitting large clusters 16 . Adjustment of … of the nodes in the
hippocampal formation, colored by Surprise … In conclusion, we have shown that Surprise, a …

Sensor fusion via statistical hypothesis testing for prognosis and degradation analysis

A Chehade, Z Shi - IEEE Transactions on Automation Science …, 2019 - ieeexplore.ieee.org
… the following steps: 1) the architecture of the health index is … statistical hypothesis tests with
more focus on separating cycles … based on the commercial modular aero propulsion system …

The role of modularity in sustainable design: A systematic review

M Sonego, MES Echeveste, HG Debarba - Journal of cleaner production, 2018 - Elsevier
… and the industry, and modular architecture is argued to play an … Our conclusion points that,
in spite of the association of … in modular design and evaluate the life cycle performance of a …

How behavior trees modularize hybrid control systems and generalize sequential behavior compositions, the subsumption architecture, and decision trees

M Colledanchise, P Ögren - IEEE Transactions on robotics, 2016 - ieeexplore.ieee.org
… a new compact function call formulation of BTs. In Section IV we … in Section VI, and the
conclusion is drawn in Section VII. … BTs to be composed control separate parts of the state space, …

Learning to control self-assembling morphologies: a study of generalization via modularity

D Pathak, C Lu, T Darrell, P Isola… - Advances in Neural …, 2019 - proceedings.neurips.cc
… We test our dynamic limb assemblies on two separate tasks: … formulation for controlling
our modular self-assemblies. … We hypothesize that this morphological curriculum at training …

What does modularity mean?

ML Zelditch, A Goswami - Evolution & Development, 2021 - Wiley Online Library
… In their formulation as covariance/correlation matrices, these … Metrics and methods are not
easily separated because the … The same methods can be used for testing hypotheses about …

Accomplishing the layered modular architecture in digital innovation: The case of the car's driver information module

L Hylving, U Schultze - The Journal of Strategic Information Systems, 2020 - Elsevier
… An introduction to the mirroring hypothesis concludes our conceptual … (physical) product
architecture that is separated from and … As such, our insight should be evaluated in terms of their …