Robuta

https://openreview.net/forum?id=l-TLGjxwajn Neural Structure Mapping For Learning Abstract Visual Analogies | OpenReview We introduce a two-stage Neural Structure Mapping framework for systematic analogical reasoning neural structurefor learningmappingabstractvisual https://www.ibm.com/docs/en/spss-statistics/32.0.0?topic=networks-neural-network-structure Neural Network Structure neural networkstructure https://openreview.net/forum?id=JNfpsiGS5E Clifford Group Equivariant Neural Network Layers for Protein Structure Prediction | OpenReview We employ Clifford Group Equivariant Neural Network (CGENN) layers to predict protein coordinates in a Protein Structure Prediction (PSP) pipeline. PSP is the... protein structure predictionclifford groupneural networkequivariant https://www.ucl.ac.uk/brain-sciences/events/2017/oct/imn-seminar-network-structure-human-musculoskeletal-system-shapes-neural-interactions-multiple-timescales IMN Seminar: Network structure of the human musculoskeletal system shapes neural interactions on... human musculoskeletal system https://deepai.org/publication/structack-structure-based-adversarial-attacks-on-graph-neural-networks Structack: Structure-based Adversarial Attacks on Graph Neural Networks | DeepAI Jul 23, 2021 - 07/23/21 - Recent work has shown that graph neural networks (GNNs) are vulnerable to adversarial attacks on graph data. Common attack approac... graph neural networksadversarial attacksstructurebaseddeepai https://elifesciences.org/articles/29797 Neuromodulatory connectivity defines the structure of a behavioral neural network | eLife Using targeted functional manipulations of neural activity to map neuromodulatory connections can deliver considerable insight into the functional architecture... the structureof aneural networkneuromodulatoryconnectivity https://openreview.net/forum?id=lwodnXJzu6 Are Neurons Actually Collapsed? On the Fine-Grained Structure in Neural Representations | OpenReview Recent work has observed an intriguing "Neural Collapse'' phenomenon in well-trained neural networks, where the last-layer representations of training samples... https://openreview.net/forum?id=7irm2VJARb Structure from Duplicates: Neural Inverse Graphics from a Pile of Objects | OpenReview structureduplicatesneuralinverse https://openreview.net/forum?id=pTEm4Gz7xL Structure-Aware Path Inference for Neural Finite State Transducers | OpenReview Finite-state transducers (FSTs) are a traditional approach to string-to-string mapping. Each FST path specifies a possible alignment of input and output... finite state transducersstructureawarepathinference https://www.ias.edu/video/theoryofdeeplearning/2019/1015-ChrisManning Emergent linguistic structure in deep contextual neural word representations | Videos | Institute... Oct 15, 2019 - https://www.ias.edu/math/wtdl in deepemergentlinguisticstructure https://aclanthology.org/P16-1117/ Neural Network-Based Model for Japanese Predicate Argument Structure Analysis - ACL Anthology Tomohide Shibata, Daisuke Kawahara, Sadao Kurohashi. Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long... neural networkfor japanese https://elifesciences.org/articles/29089v1/peer-reviews Peer review in Conserved neural circuit structure across Drosophila larva development revealed by... https://arxiv.org/abs/2503.17353 [2503.17353] NdLinear: Preserving Multi-Dimensional Structure for Parameter-Efficient Neural... Abstract page for arXiv paper 2503.17353: NdLinear: Preserving Multi-Dimensional Structure for Parameter-Efficient Neural Networks multi dimensional2503preserving https://www.psu.edu/news/research/story/new-mathematical-method-reveals-structure-neural-activity-brain New mathematical method reveals structure in neural activity in the brain | Penn State University A newly-developed mathematical method can detect geometric structure in neural activity in the brain. "Previously, in order to understand this structure,... https://elifesciences.org/articles/63226v1/peer-reviews Peer review in Neural representation of abstract task structure during generalization | eLife peer reviewneural representation https://www.mdpi.com/2072-4292/13/13/2457 A Convolutional Neural Network Based on Grouping Structure for Scene Classification Convolutional neural network (CNN) is capable of automatically extracting image features and has been widely used in remote sensing image classifications.... convolutional neural networkbased https://elifesciences.org/reviewed-preprints/107162/figures A neural mechanism for compositional generalization of structure in humans neuralmechanismcompositionalgeneralizationstructure https://openreview.net/forum?id=APsHrpqO3W Structure Is Not Enough: Leveraging Behavior for Neural Network Weight Reconstruction | OpenReview is not https://aclanthology.org/2020.acl-main.569/ A Top-down Neural Architecture towards Text-level Parsing of Discourse Rhetorical Structure - ACL... Longyin Zhang, Yuqing Xing, Fang Kong, Peifeng Li, Guodong Zhou. Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics. 2020. https://arxiv.org/abs/2507.03840 [2507.03840] Distributed Equivariant Graph Neural Networks for Large-Scale Electronic Structure... Abstract page for arXiv paper 2507.03840: Distributed Equivariant Graph Neural Networks for Large-Scale Electronic Structure Prediction graph neural networks https://openreview.net/forum?id=slSmYGc8ee How connectivity structure shapes rich and lazy learning in neural circuits | OpenReview In theoretical neuroscience, recent work leverages deep learning tools to explore how some network attributes critically influence its learning dynamics.... https://www.frontiersin.org/journals/human-neuroscience/articles/10.3389/fnhum.2024.1479899/full Frontiers | Social network structure modulates neural activities underlying group norm processing:... IntroductionSocial ties play a crucial role in determining the health and wellbeing of individuals. However, it remains unclear whether the capacity to proce... social networkgroup normfrontiersstructure