Robuta

https://www.mdpi.com/1424-8220/21/16/5309 Steady-State Visual Evoked Potential Classification Using Complex Valued Convolutional Neural... The steady-state visual evoked potential (SSVEP), which is a kind of event-related potential in electroencephalograms (EEGs), has been applied to... visual evoked potentialsteady statecomplex valued https://openreview.net/forum?id=S1xFl64tDr Interpretable Complex-Valued Neural Networks for Privacy Protection | OpenReview Previous studies have found that an adversary attacker can often infer unintended input information from intermediate-layer features. We study the possibility... complex valuedneural networksprivacy protectionopenreview https://openreview.net/forum?id=uotGmrcooz Optimal approximation using complex-valued neural networks | OpenReview Complex-valued neural networks (CVNNs) have recently shown promising empirical success, for instance for increasing the stability of recurrent neural networks... complex valuedneural networksoptimalapproximationusing https://www.wolfram.com/mathematica/new-in-10/pdes-and-finite-elements/solve-a-complex-valued-oscillator.html.en?footer=lang Solve a Complex-Valued Oscillator: New in Mathematica 10 complex valuednew insolveoscillatormathematica https://www.mdpi.com/2073-8994/16/12/1568 Parametrized Half-Hyperbolic Tangent Function-Activated Complex-Valued Neural Network Approximation In this paper, we create a family of neural network (NN) operators employing a parametrized and deformed half-hyperbolic tangent function as an activation... hyperbolic tangent functionactivated complexneural networkparametrizedhalf https://www.scirp.org/journal/PaperInformation?PaperID=41684 Learning Dynamics of the Complex-Valued Neural Network in the Neighborhood of Singular Points Discover the impact of singularity on learning dynamics in complex-valued neural networks. Explore how the linear combination structure enhances speed and... learning dynamicsof thecomplex valued https://openreview.net/forum?id=GDKpj3pqt0z&referrer=%5Bthe%20profile%20of%20Jinjing%20Shi%5D(%2Fprofile%3Fid%3D~Jinjing_Shi1) Quantum-Inspired Fully Complex-Valued Neutral Network for Sentiment Analysis | OpenReview Most of the existing quantum-inspired models are based on amplitude-phase embedding to model natural language, which maps words into Hilbert space. In... complex valuedneutral networksentiment analysisquantuminspired https://www.mapleprimes.com/questions/230741-How-To-Fit-A-Complexvalued-Function How to fit a complex-valued function to a complex-valued data? - MaplePrimes how to fitcomplex valued functiondata https://www.scirp.org/journal/PaperInformation?paperID=41684& Learning Dynamics of the Complex-Valued Neural Network in the Neighborhood of Singular Points In this paper, the singularity and its effect on learning dynamics in the complex-valued neural network are elucidated. It has learned that the linear... learning dynamicsof thecomplex valued https://www.frontiersin.org/journals/quantum-science-and-technology/articles/10.3389/frqst.2024.1282730/full Frontiers | Empowering complex-valued data classification with the variational quantum classifier The evolution of quantum computers has encouraged research into how to handle tasks with significant computation demands in the past few years. Due to the un... complex valueddata classificationwith thefrontiersempowering https://openreview.net/forum?id=jKHH6MwrJb Neural Networks with Complex-Valued Weights Have No Spurious Local Minima | OpenReview We study the benefits of complex-valued weights for neural networks. We prove that shallow complex neural networks with quadratic activations have no spurious... neural networkscomplex valued https://deepai.org/publication/end-to-end-complex-valued-multidilated-convolutional-neural-network-for-joint-acoustic-echo-cancellation-and-noise-suppression End-to-End Complex-Valued Multidilated Convolutional Neural Network for Joint Acoustic Echo... Oct 2, 2021 - 10/02/21 - Echo and noise suppression is an integral part of a full-duplex communication system. Many recent acoustic echo cancellation (AEC)... convolutional neural networkcomplex valued https://www.mapleprimes.com/questions/223998-Why-Cant-Maple-Solve-This-Complexvalued Why can't Maple solve this complex-valued differential equation? - MaplePrimes can tcomplex valueddifferential equationmaplesolve https://www.stir.ac.uk/research/hub/publication/498273 Conference Paper (published) | Complex-valued computational model of hippocampal CA3 recurrent... conference papercomplex valuedcomputational modelpublished https://www.frontiersin.org/journals/physiology/articles/10.3389/fphys.2022.1085530/full Frontiers | Classifying epileptic phase-amplitude coupling in SEEG using complex-valued... EEG phase-amplitude coupling (PAC), the amplitude of high-frequency oscillations modulated by the phase of low-frequency oscillations (LFOs), is a useful bio... frontiersclassifyingepilepticphaseamplitude https://arxiv.org/abs/1810.02158 [1810.02158] Long range scattering for the complex-valued Klein-Gordon equation with quadratic... Abstract page for arXiv paper 1810.02158: Long range scattering for the complex-valued Klein-Gordon equation with quadratic nonlinearity in two dimensions https://arxiv.org/abs/1806.11282v1 [1806.11282v1] Approximation Algorithms for Complex-Valued Ising Models on Bounded Degree Graphs Abstract page for arXiv paper 1806.11282v1: Approximation Algorithms for Complex-Valued Ising Models on Bounded Degree Graphs https://arxiv.org/abs/0810.4833 [0810.4833] Complex Valued Analytic Torsion for Flat Bundles and for Holomorphic Bundles with (1,1)... Abstract page for arXiv paper 0810.4833: Complex Valued Analytic Torsion for Flat Bundles and for Holomorphic Bundles with (1,1) Connections https://arxiv.org/abs/1712.07183 [1712.07183] Profile for the imaginary part of a blowup solution for a complex-valued seminar heat... Abstract page for arXiv paper 1712.07183: Profile for the imaginary part of a blowup solution for a complex-valued seminar heat equation https://www.mapleprimes.com/questions/236756-How-Can-An-Argument-Of-A-Complexvalued How can an argument of a complex-valued expression in polar representation be fully evaluated...