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neural-networks
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neural-networks
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· documents ABOUT neural-networks across the archive
4,307
Documents about neural-networks
Documents about neural-networks
Persistence-Augmented Neural Networks
#2588
arXiv CS
Storm Surge Modeling, Bias Correction, Graph Neural Networks, Graph Convolution Networks
#124056
arXiv CS
Gauge-Equivariant Graph Neural Networks for Lattice Gauge Theories
#124039
arXiv CS
On Halting vs Converging in Recurrent Graph Neural Networks
#141491
arXiv CS
Inter-Layer Hessian Analysis of Neural Networks with DAG Architectures
#10345
arXiv CS
Beyond the Laplacian: Doubly Stochastic Matrices for Graph Neural Networks
#19023
arXiv CS
Adaptive Data Dropout: Towards Self-Regulated Learning in Deep Neural Networks
#13084
arXiv CS
A Nonlinear Separation Principle: Applications to Neural Networks, Control and Learning
#19003
arXiv CS
Fraud Detection in Cryptocurrency Markets with Spatio-Temporal Graph Neural Networks
#138926
arXiv CS
Physical Foundation Models: Fixed hardware implementations of large-scale neural networks
#146948
arXiv CS
Quantum Interval Bound Propagation for Certified Training of Quantum Neural Networks
#151724
arXiv CS
ImageNet classification with deep convolutional neural networks
#6257
OpenAlex
Exact Certification of Neural Networks and Partition Aggregation Ensembles against Label Poisoning
#10375
arXiv CS
Randomized Neural Networks for Integro-Differential Equations with Application to Neutron Transport
#14042
arXiv CS
How Embeddings Shape Graph Neural Networks: Classical vs Quantum-Oriented Node Representations
#18997
arXiv CS
Physics-Informed Neural Networks: A Didactic Derivation of the Complete Training Cycle
#120515
arXiv CS
Primitive Recursion without Composition: Dynamical Characterizations, from Neural Networks to Polynomial ODEs
#138952
arXiv CS
Physics-Informed Neural Networks for Biological $2\mathrm{D}{+}t$ Reaction-Diffusion Systems
#120504
arXiv CS
Weisfeiler Lehman Test on Combinatorial Complexes: Generalized Expressive Power of Topological Neural Networks
#151729
arXiv CS
MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications
#6519
OpenAlex
Variational Quantum Physics-Informed Neural Networks for Hydrological PDE-Constrained Learning with Inherent Uncertainty Quantification
#5966
arXiv CS
Introducing Echo Networks for Computational Neuroevolution
#2612
arXiv CS
ANTIC: Adaptive Neural Temporal In-situ Compressor
#5944
arXiv CS
Modern Structure-Aware Simplicial Spatiotemporal Neural Network
#31299
arXiv CS
Revisiting Neural Activation Coverage for Uncertainty Estimation
#134572
arXiv CS
Sharp description of local minima in the loss landscape of high-dimensional two-layer ReLU neural networks
#5962
arXiv CS
A privacy preserving intrusion detection framework for IIoT in 6G networks using homomorphic encryption and graph neural networks
#20525
DOAJ
Neural architectures for resolving references in program code
#14010
arXiv CS
Relaxation-Informed Training of Neural Network Surrogate Models
#134530
arXiv CS
Track Finding in the LHCb Vertex Locator using Graph Neural Networks
#124339
HAL (France)
Natural Riemannian gradient for learning functional tensor networks
#5980
arXiv CS
A Complete Symmetry Classification of Shallow ReLU Networks
#14013
arXiv CS
Pre-Determinant Cognition in Neural Networks
#80913
PhilArchive
Artificial Neural Networks without Layering Concept
#106783
PhilArchive
Extreme bandits
#138933
arXiv CS
Spectral bandits
#141508
arXiv CS
Attractor FCM
#146944
arXiv CS
An explicit operator explains end-to-end computation in the modern neural networks used for sequence and language modeling
#124066
arXiv CS
Scalable Neural Decoders for Practical Fault-Tolerant Quantum Computation
#2602
arXiv CS
Structure as Computation: Developmental Generation of Minimal Neural Circuits
#19016
arXiv CS
Improving neural networks by preventing co-adaptation of feature detectors
#7161
OpenAlex
Thermodynamics-Informed Graph Neural Networks
#8164
HAL (France)
Explaining Neural Networks with Reasons
#72778
PhilArchive
Conformalized Super Learner
#134569
arXiv CS
Pliable rejection sampling
#134571
arXiv CS
Hierarchical Behaviour Spaces
#138928
arXiv CS
Cost-Aware Learning
#146934
arXiv CS
Heterogeneous Sheaf Neural Networks
#149183
arXiv (OAI)
Randomly Initialized Networks Can Learn from Peer-to-Peer Consensus
#120532
arXiv CS
Complexity of Linear Regions in Self-supervised Deep ReLU Networks
#138947
arXiv CS
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