| Publication |
Sentence |
Publish Date |
Extraction Date |
Species |
| Yu Guo, Guangshuo Ju, Jundong Zhan. A domain generalization network for imbalanced machinery fault diagnosis. Scientific reports. vol 14. issue 1. 2024-10-25. PMID:39455673. |
domain generalization (dg) models provide an advantage over traditional approaches by learning class-discriminative and domain-invariant feature representations, allowing them to generalize to unseen target data. |
2024-10-25 |
2024-10-29 |
Not clear |
| Rita Vaz-Rodrigues, Lorena Mazuecos, Margarita Villar, Marinela Contreras, Almudena González-García, Paolo Bonini, Ruth C Scimeca, Albert Mulenga, José de la Fuent. Tick salivary proteome and lipidome with low glycan content correlate with allergic type reactions in the zebrafish model. International journal for parasitology. 2024-07-29. PMID:39074655. |
the lipid class with highest representation was phosphatidylcholine (pc; 26.66%) and for glycolipids it corresponded to diacylglycerol (dg; 0.48%). |
2024-07-29 |
2024-08-02 |
dog |
| Yibing Liu, Chris Xing Tian, Haoliang Li, Shiqi Wan. Generalization Beyond Feature Alignment: Concept Activation-Guided Contrastive Learning. IEEE transactions on image processing : a publication of the IEEE Signal Processing Society. vol PP. 2024-06-24. PMID:38913510. |
learning invariant representations via contrastive learning has seen state-of-the-art performance in domain generalization (dg). |
2024-06-24 |
2024-06-27 |
Not clear |
| Na Wang, Lei Qi, Jintao Guo, Yinghuan Shi, Yang Ga. Learning Generalizable Models via Disentangling Spurious and Enhancing Potential Correlations. IEEE transactions on image processing : a publication of the IEEE Signal Processing Society. vol PP. 2024-02-09. PMID:38329846. |
the acquisition of domain-invariant representations is pivotal for dg as they possess the ability to capture the inherent semantic information of the data, mitigate the influence of domain shift, and enhance the generalization capability of the model. |
2024-02-09 |
2024-02-11 |
Not clear |
| Thanaphop Threethipthikoon, Zhen Li, Hiroaki Shigemas. Orientation representation in human visual cortices: contributions of non-visual information and action-related process. Frontiers in psychology. vol 14. 2023-12-19. PMID:38106392. |
thus, our study examined the orientation representation within the visual cortices by analyzing the blood-oxygenation-level-dependent (bold) signals under four action conditions: direct grasp (dg), air grasp (ag), non-grasp (ng), and uninformed grasp (ug). |
2023-12-19 |
2023-12-21 |
human |
| Gayane Grigoryan, Harumi Harada, H Sophie Knobloch-Bollmann, Antje Kilias, Dorthe Kaufhold, Akos Kulik, Mark D Eyre, Marlene Barto. Synaptic plasticity at the dentate gyrus granule cell to somatostatin-expressing interneuron synapses supports object location memory. Proceedings of the National Academy of Sciences of the United States of America. vol 120. issue 51. 2023-12-13. PMID:38091292. |
somatostatin-expressing interneurons (somis) in the mouse dentate gyrus (dg) receive feedforward excitation from granule cell (gc) mossy fiber (mf) synapses and provide feedback lateral inhibition onto gc dendrites to support environment representation in the dg network. |
2023-12-13 |
2023-12-17 |
mouse |
| Shuang Liang, Changsheng Xuan, Wenlong Hang, Baiying Lei, Jun Wang, Jing Qin, Kup-Sze Cho. Domain-generalized EEG Classification with Category-oriented Feature Decorrelation and Cross-view Consistency Learning. IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society. vol PP. 2023-08-01. PMID:37527288. |
domain generalization (dg) aims to tackle this issue by learning invariant representations across subjects. |
2023-08-01 |
2023-08-14 |
human |
| Kelsey D McDermott, M Agustina Frechou, Jake T Jordan, Sunaina S Martin, J Tiago Gonçalve. Delayed formation of neural representations of space in aged mice. Aging cell. 2023-07-26. PMID:37491802. |
using in vivo two-photon calcium imaging, we compared dg neuronal activity and representations of space in young and aged mice walking on an unfamiliar treadmill. |
2023-07-26 |
2023-08-14 |
mouse |
| Kelsey D McDermott, M Agustina Frechou, Jake T Jordan, Sunaina S Martin, J Tiago Gonçalve. Delayed formation of neural representations of space in aged mice. Aging cell. 2023-07-26. PMID:37491802. |
moreover, while the aged dg is hyperexcitable, this does not disrupt neural representations of familiar environments. |
2023-07-26 |
2023-08-14 |
mouse |
| Sudao He, Fuyang Chen, Hongtian Che. A Latent Representation Generalizing Network for Domain Generalization in Cross-Scenario Monitoring. IEEE transactions on neural networks and learning systems. vol PP. 2023-07-26. PMID:37494174. |
accordingly, lrgn is trained by a four-phase optimization strategy for dg through generating target-scenario samples of concerned events based on the generalized latent representations. |
2023-07-26 |
2023-08-14 |
Not clear |
| Michael Monkenbusch, Margarita Kruteva, Dieter Richte. Dynamic structure factors of polymer melts as observed by neutron spin echo: Direct comparison and reevaluation. The Journal of chemical physics. vol 159. issue 3. 2023-07-17. PMID:37458352. |
important results are (i) the simple de gennes structure factor s(q, t)dg approximates within a few Å the outcome for the tube diameter of the more elaborate structure factor (exception pi); (ii) the extended de gennes structure factor together with the rouse blob describes the neutron spin echo spectra from the different polymers over the complete momentum transfer range and the full time regime from early rouse motion to local reptation; and (iii) the representation of the scattering functions could significantly be improved by introducing non-gaussianity corrections to the rouse-blob dynamics. |
2023-07-17 |
2023-08-14 |
Not clear |
| Chi-Hsun Chang, Sukhan Zehra, Adrian Nestor, Andy C H Le. Using image reconstruction to investigate face perception in amnesia. Neuropsychologia. 2023-04-29. PMID:37119985. |
the present study employed a behavioral-based image reconstruction approach to reveal the pictorial representations of face perception in two amnesic patients: da, who has an extensive bilateral mtl lesion that extends beyond the mtl in the right hemisphere, and bl, who has damage to the hippocampal dentate gyrus (dg). |
2023-04-29 |
2023-08-14 |
human |
| Sang Hoon Kim, Douglas GoodSmith, Stephanie J Temme, Fumika Moriya, Guo-Li Ming, Kimberly M Christian, Hongjun Song, James J Knieri. Global remapping in granule cells and mossy cells of the mouse dentate gyrus. Cell reports. vol 42. issue 4. 2023-04-12. PMID:37043350. |
our results resolve the ambiguity surrounding remapping in the dg and suggest that most spatially modulated granule cells contribute to orthogonal representations of distinct spatial contexts. |
2023-04-12 |
2023-08-14 |
mouse |
| Fabian Kugel, Jörg Wulff, Christian Bäumer, Martin Janson, Jana Kretschmer, Leonie Brodbek, Carina Behrends, Nico Verbeek, Hui Khee Looe, Björn Poppe, Beate Timmerman. Validating a double Gaussian source model for small proton fields in a commercial Monte-Carlo dose calculation engine. Zeitschrift fur medizinische Physik. 2022-12-28. PMID:36577626. |
the purpose of this study was to dosimetrically benchmark the monte carlo (mc) dose engine of the raystation tps (v.10a) in small proton fields and systematically compare single gaussian (sg) and double gaussian (dg) modeling of initial proton fluence providing a more accurate representation of the nozzle spray. |
2022-12-28 |
2023-08-14 |
Not clear |
| Thibault Cholvin, Marlene Barto. Hemisphere-specific spatial representation by hippocampal granule cells. Nature communications. vol 13. issue 1. 2022-10-20. PMID:36266288. |
the dentate gyrus (dg) output plays a key role in the emergence of spatial and contextual map representation within the hippocampus during learning. |
2022-10-20 |
2023-08-14 |
mouse |
| Simon Shimshon Rubin, Alexander Manevich, Israel Issi Doro. The Two-Track Model of Dementia Grief (TTM-DG): The theoretical and clinical significance of the continuing bond in sickness and in death. Death studies. vol 45. issue 10. 2021-11-08. PMID:31713463. |
the ttm - dg's track i focuses on bio-psycho-social functioning and track ii focuses on the internalized psychological representation of the patient, the ongoing relational bond and the illness and death story. |
2021-11-08 |
2023-08-13 |
Not clear |
| Christoph Hofer, Ioannis Toulopoulo. Discontinuous Galerkin isogeometric analysis for segmentations generating overlapping regions. Applicable analysis. vol 100. issue 13. 2021-09-17. PMID:34531608. |
we develop a discontinuous galerkin (dg)-iga method that can be immediately applied to these representations. |
2021-09-17 |
2023-08-13 |
Not clear |
| Magdalena Miranda, Juan Facundo Morici, Francisco Gallo, Dinka Piromalli Girado, Noelia V Weisstaub, Pedro Bekinschtei. Molecular mechanisms within the dentate gyrus and the perirhinal cortex interact during discrimination of similar nonspatial memories. Hippocampus. vol 31. issue 2. 2021-01-25. PMID:33064924. |
in particular, there is some debate on whether the dg participates in pattern separation of nonspatial representations. |
2021-01-25 |
2023-08-13 |
Not clear |
| Magdalena Miranda, Juan Facundo Morici, Francisco Gallo, Dinka Piromalli Girado, Noelia V Weisstaub, Pedro Bekinschtei. Molecular mechanisms within the dentate gyrus and the perirhinal cortex interact during discrimination of similar nonspatial memories. Hippocampus. vol 31. issue 2. 2021-01-25. PMID:33064924. |
these results reveal a complex interaction between plasticity mechanisms in the prh and dg for nonspatial pattern separation and posit the prh as the key structure where unique object representations are stored. |
2021-01-25 |
2023-08-13 |
Not clear |
| Nicholas I Woods, Fabio Stefanini, Daniel L Apodaca-Montano, Isabelle M C Tan, Jeremy S Biane, Mazen A Kheirbe. The Dentate Gyrus Classifies Cortical Representations of Learned Stimuli. Neuron. vol 107. issue 1. 2020-10-08. PMID:32359400. |
we recorded populations of dentate gyrus granule cells (dg gcs) and lateral entorhinal cortex (lec) neurons across days to understand how sensory representations are modified by experience. |
2020-10-08 |
2023-08-13 |
Not clear |