[HTML][HTML] odMLtables: a user-friendly approach for managing metadata of neurophysiological experiments
J Sprenger, L Zehl, J Pick, M Sonntag… - Frontiers in …, 2019 - frontiersin.org
An essential aspect of scientific reproducibility is a coherent and complete acquisition of
metadata along with the actual data of an experiment. The high degree of complexity and …
metadata along with the actual data of an experiment. The high degree of complexity and …
[HTML][HTML] Bottom-up and top-down neural signatures of disordered multi-talker speech perception in adults with normal hearing
A Parthasarathy, KE Hancock, K Bennett, V DeGruttola… - Elife, 2020 - elifesciences.org
… high-fidelity encoding of bottom-up acoustic features such as sTFS … to compensate for poorly
resolved bottom-up sensory cues, … parallel psychophysical and neurophysiological tests of …
resolved bottom-up sensory cues, … parallel psychophysical and neurophysiological tests of …
[HTML][HTML] Bottom-up and top-down computations in word-and face-selective cortex
KN Kay, JD Yeatman - elife, 2017 - elifesciences.org
… Moreover, we show that during execution of a task, the bottom-up representation is scaled by
… addresses both bottom-up and top-down effects and quantitatively predicts VTC responses. …
… addresses both bottom-up and top-down effects and quantitatively predicts VTC responses. …
[HTML][HTML] Handling metadata in a neurophysiology laboratory
To date, non-reproducibility of neurophysiological research is a matter of intense discussion
in the scientific community. A crucial component to enhance reproducibility is to …
in the scientific community. A crucial component to enhance reproducibility is to …
A data-driven framework for mapping domains of human neurobiology
E Beam, C Potts, RA Poldrack, A Etkin - Nature neuroscience, 2021 - nature.com
… We thus encourage future research that leverages bottom-up approaches to derive and
evaluate novel frameworks for knowledge in human neuroimaging. For example, an ontology of …
evaluate novel frameworks for knowledge in human neuroimaging. For example, an ontology of …
[HTML][HTML] Where top-down meets bottom-up: Cell-type specific connectivity map of the whisker system
N Rault, T Bergmans, N Delfstra, BJ Kleijnen… - Neuroinformatics, 2024 - Springer
… Sensorimotor computation integrates bottom-up world state information with top-down
knowledge and task goals to form action plans. In the rodent whisker system, a prime model of …
knowledge and task goals to form action plans. In the rodent whisker system, a prime model of …
[HTML][HTML] Cosmo-onset: A neurally-inspired computational model of spoken word recognition, combining top-down prediction and bottom-up detection of syllabic onsets
… COSMO-Onset with a possible neurophysiological implementation of the temporal processing
… between the present simulations and real neurophysiological data more straightforward. …
… between the present simulations and real neurophysiological data more straightforward. …
[HTML][HTML] Bottom-up and top-down influences at untrained conditions determine perceptual learning specificity and transfer
… To demonstrate these top-down and bottom-up contributions, we applied a “… pure bottom-up
stimulation or top-down attention with the transfer condition. We found that either bottom-up …
stimulation or top-down attention with the transfer condition. We found that either bottom-up …
[HTML][HTML] Methods for specifying scientific data standards and modeling relationships with applications to neuroscience
… and evaluation of data standards for neurophysiology data (the PIs and … data annotation
modules. We will develop capabilities to enable linking and interaction with external data …
modules. We will develop capabilities to enable linking and interaction with external data …
[HTML][HTML] Distinctive properties of biological neural networks and recent advances in bottom-up approaches toward a better biologically plausible neural network
I Jeon, T Kim - Frontiers in Computational Neuroscience, 2023 - frontiersin.org
… Thus, the bottom-up approach to developing a brain-like … not very influential, a bottom-up
approach appears to be infeasible … and AI engineering using a bottom-up approach should be …
approach appears to be infeasible … and AI engineering using a bottom-up approach should be …