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Data from: High-throughput adaptive sampling for whole-slide histopathology image analysis (HASHI) via convolutional neural networks: application
- 负责人：
- 关键词：
- learning;image analysis;Invasive tumors;Histopathology;Neurons;Neural networks;Imaging techniques
- DOI：
- doi:10.5061/dryad.1g2nt41
- 摘要：
- ding. Convolutional neural network (CNN) is the most popular representation learning method for computer vision tasks, which have been successfully applied in digital
Data from: Deep neural networks for accurate predictions of crystal stability
- 负责人：
- DOI：
- doi:10.5061/dryad.760r5b6
- 摘要：
- comparatively expensive and scale poorly with system size. Here we show that deep neural networks utilizing just two descriptors—the Pauling electrone
Data from: Neural correlates of individual differences in circadian behavior
- 负责人：
- 关键词：
- PER2::LUC;bioluminescence;suprachiasmatic nucleus;circadian pacemaker;Imaging;individual differences
- DOI：
- doi:10.5061/dryad.4rd1g
- 摘要：
- jetlag was associated with a larger degree of phase heterogeneity among SCN neurons. Collectively, these findings highlight the role of the SCN network
Data from: Allatostatin A signalling in Drosophila regulates feeding and sleep and is modulated by PDF
- 负责人：
- DOI：
- doi:10.5061/dryad.150nm
- 摘要：
- and sleep. We show that specific thermogenetic activation of peptidergic Allatostatin A (AstA)-expressing PLP neurons and enteroendocrine cells reduces
Data from: Multivariate analysis of electrophysiological diversity of Xenopus visual neurons during development and plasticity
- 负责人：
- DOI：
- doi:10.5061/dryad.18kk6
- 摘要：
- Biophysical properties of neurons become increasingly diverse over development, but mechanisms underlying and constraining this diversity ar
Data from: Visual landmarks sharpen grid cell metric and confer context specificity to neurons of the medial entorhinal cortex
- 负责人：
- DOI：
- doi:10.5061/dryad.c261c
- 摘要：
- Neurons of the medial entorhinal cortex (MEC) provide spatial representations critical for navigation. In this network, the periodic firing fields
Data from: Electromyographic permutation entropy quantifies diaphragmatic denervation and reinnervation
- 负责人：
- DOI：
- doi:10.5061/dryad.p725k
- 摘要：
- ), a complexity measure for time series, may reflect a functional state of neuromuscular transmission by quantifying the complexity of interactions across neural
Data from: Spatiotemporal spike coding of behavioral adaptation in the dorsal anterior cingulate cortex
- 负责人：
- DOI：
- doi:10.5061/dryad.vr57b
- 摘要：
- t downstream networks, which decode dACC feedback signals, are unlikely to act as mere neural integrators.
Data from: Modularity speeds up motor learning by overcoming mechanical bias in musculoskeletal geometry
- 负责人：
- 关键词：
- DOI：
- doi:10.5061/dryad.3h70d78
- 摘要：
- neural network model of the motor control system that included three intermediate layers representing neurons in the primary motor cortex, spinal interneurons organized
Data from: A stochastic neuronal model predicts random search behaviors at multiple spatial scales in C. elegans
- 负责人：
- 关键词：
- Caenorhabditis elegans;hidden Markov model;locomotion;stochastic neural network;spatial orientation
- DOI：
- doi:10.5061/dryad.35qv6
- 摘要：
- resolution. The model predicts behavioral effects of neuronal ablations and genetic perturbations, as well as unexpected aspects of wild type behavior
