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Distributed representations enable robust multi-timescale symbolic computation in neuromorphic hardware
Published 2025-01-01“…This work introduces a scalable approach to embed robust symbolic computation through recurrent dynamics into neuromorphic hardware, without requiring parameter fine-tuning or significant platform-specific optimisation. …”
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Exact Solutions to a Generalized Bogoyavlensky-Konopelchenko Equation via Maple Symbolic Computations
Published 2019-01-01“…The considered nonlinear equation is transformed into a Hirota bilinear form, and symbolic computations are made for solving both the nonlinear equation and the corresponding bilinear equation. …”
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Lump-type kink wave phenomena of the space-time fractional phi-four equation
Published 2024-12-01Subjects: Get full text
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Geometric Information and Rational Parametrization of Nonsingular Cubic Blending Surfaces
Published 2011-01-01“…We claim that these nonsingular cubic blending surfaces can be parametrized using the symbolic computation due to their excellent geometric properties. …”
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GroupFound: An effective approach to detect suspicious accounts in online social networks
Published 2017-07-01Get full text
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A Novel Histogram Region Merging Based Multithreshold Segmentation Algorithm for MR Brain Images
Published 2017-01-01Get full text
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Exact Solution of (4+1)-Dimensional Boiti–Leon–Manna–Pempinelli Equation
Published 2023-01-01“…Based on the Hirota bilinear method, using the heuristic function method and mathematical symbolic computation system, various exact solutions of the (4+1)-dimensional Boiti–Leon–Manna–Pempinelli equation including the block kink wave solution, block soliton solution, periodic block solution, and new composite solution are obtained. …”
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New Interaction Solutions for a (2 + 1)-Dimensional Vakhnenko Equation
Published 2020-01-01“…By using Hirota’s transformation combined with the three-wave method and with symbolic computation, some interaction solutions which include interaction solutions between exponential and trigonometric functions and interaction solutions between exponential and trigonometric and hyperbolic functions are presented.…”
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Analysis of the Symmetries and Conservation Laws of the Nonlinear Jaulent-Miodek Equation
Published 2014-01-01“…And conservation laws of the J-M equation are presented with two steps: firstly, finding multipliers for computation of conservation laws and, secondly, symbolic computation of conservation laws will be applied.…”
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Exact Solutions for the Wick-Type Stochastic Schamel-Korteweg-de Vries Equation
Published 2017-01-01“…With the aid of symbolic computation and Hermite transformation, by employing the (G′/G,1/G)-expansion method, we derive the new exact travelling wave solutions, which include hyperbolic and trigonometric solutions for the considered equations.…”
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Lump and Lump-Type Solutions of the Generalized (3+1)-Dimensional Variable-Coefficient B-Type Kadomtsev-Petviashvili Equation
Published 2019-01-01“…Based on the Hirota bilinear form of the generalized (3+1)-dimensional variable-coefficient B-type Kadomtsev-Petviashvili equation, the lump and lump-type solutions are generated through symbolic computation, whose analyticity can be easily achieved by taking special choices of the involved parameters. …”
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New Nonlinear Systems Admitting Virasoro-Type Symmetry Algebra and Group-Invariant Solutions
Published 2014-01-01“…With the aid of symbolic computation by Maple, we extend the application of Virasoro-type symmetry prolongation method to coupled systems with two-component nonlinear equations. …”
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The Improved Riccati Equation Method and Exact Solutions to mZK Equation
Published 2012-01-01“…The method appears to be easier and more convenient by means of a symbolic computation system. Of course, it is also effective to solve other nonlinear evolution equations in mathematical physics.…”
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The Study of the Solution to a Generalized KdV-mKdV Equation
Published 2013-01-01“…A mathematical technique based on an auxiliary equation and the symbolic computation system Matlab is employed to investigate a generalized KdV-mKdV equation which possesses high-order nonlinear terms. …”
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Rational Solutions for the (2+1)-Dimensional Modified KdV-CBS Equation
Published 2019-01-01“…In this paper, with the help of symbolic computation, three types of rational solutions for the (2+1)-dimensional modified KdV-Calogero-Bogoyavlenkskii-Schiff equation are derived. …”
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Abundant Interaction Solutions of Sine-Gordon Equation
Published 2012-01-01“…With the help of computer symbolic computation software (e.g., Maple), abundant interaction solutions of sine-Gordon equation are obtained by means of a constructed Wronskian form expansion method. …”
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Symmetry Reductions of (2 + 1)-Dimensional CDGKS Equation and Its Reduced Lax Pairs
Published 2014-01-01“…With the aid of symbolic computation, we obtain the symmetry transformations of the (2 + 1)-dimensional Caudrey-Dodd-Gibbon-Kotera-Sawada (CDGKS) equation by Lou’s direct method which is based on Lax pairs. …”
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Physics Informed by Deep Learning: Numerical Solutions of Modified Korteweg-de Vries Equation
Published 2021-01-01“…In this paper, with the aid of symbolic computation system Python and based on the deep neural network (DNN), automatic differentiation (AD), and limited-memory Broyden-Fletcher-Goldfarb-Shanno (L-BFGS) optimization algorithms, we discussed the modified Korteweg-de Vries (mkdv) equation to obtain numerical solutions. …”
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