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Complex-Valued Convolutional Neural Network With Learnable Activation Function for Frequency-Domain Radar Signal Processing

• Authors : Chakraborty, Mainak; Daneshtalab, Masoud

Subjects: Deep learning; frequency-domain complex-valued convolutional neural networks; frequency-domain complex-valued learnable activation function

• Source: IEEE Transactions on Aerospace and Electronic Systems. 62:3044-3059

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Quasi-static self-sensing piezoelectric actuator position control with complex permittivity-enhanced hybrid neural network

• Authors : Lin, Chuhang; Wang, Yanbo; Sasamura, Tatsuki ...

Subjects: Engineering and Technology; Mechanical Engineering; Production Engineering

• Source: Precision Engineering. 99:214-220

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Neural network world. [electronic resource] : international journal on neural and mass-parallel computing and information systems.

Subjects: Neural networks (Computer science) -- Periodicals; Parallel processing (Electronic computers) -- Periodicals; Electronic journals

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Optimizing material composition determination in dual-energy computed tomography: a comparative study of a linear model and a fully connected neural network

• Authors : Malusek, Alexandr; Malmodin, Sofie; Magnusson, Maria

• Source: Radiation Protection Dosimetry. 202(3):172-179

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Physics-Informed Neural Network Framework for Wheel-Rail Contact Analysis: Toward an Intelligent Maintenance Workflow in Railway Systems

• Authors : Serafini, Alfredo, 1984; Kumar, Uday

Subjects: Railway; wheel-rail contact; physics-informed neural network

• Source: Academics4Rail PROMET.

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NoCDAS: A Cycle-Accurate NoC-Based Deep Neural Network Accelerator Simulator

• Authors : Zhu, Wenyao; Chen, Yizhi, 1995; Lu, Zhonghai

Subjects: Network-on-chip; neural network accelerator; noc-based DNN

• Source: ACM Transactions on Modeling and Computer Simulation. 35(4):1-24

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A data-driven inelasticity framework enhanced by neural network based propagators: Application to trusses

• Authors : Harnisch, Marius; Bartel, Thorsten; Menzel, Andreas ...

Subjects: Engineering and Technology; Mechanical Engineering; Solid and Structural Mechanics

• Source: Computer Methods in Applied Mechanics and Engineering. 453

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Development of a Centralized Conflict Free Greedy Assignment Learning Spiking Neural Network for Solving a Perimeter Defense Problem

• Authors : Thousif, Mohammed; Velhal, Shridhar; Sundaram, Suresh

Subjects: Perimeter Defense Problem (PDP); Spiking Neural Network (SNN); Inhibitory connections

• Source: Unmanned Systems. 14(2):357-367

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A physics-informed neural network for interpretable membrane-fouling prediction with adaptive transitions between fouling mechanisms

• Authors : Garakani, Sadaf Saeedi; Hassanabadi, Majid; Chew, Jia Wei

Subjects: Flux decline; Machine learning; Mechanistic interpretability

• Source: Separation and Purification Technology. 394, part 2

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Systematic selection of symmetry functions for transferable neural network potentials in coarse-grained molecular modeling

• Authors : Posysoev, Maksim, 1997; Lyubartsev, Alexander P., 1962

• Source: Journal of Chemical Physics. 164(9)

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