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Neural and Evolutionary Computing

Authors and titles for recent submissions

[ total of 44 entries: 1-25 | 26-44 ]
[ showing 25 entries per page: fewer | more | all ]

Fri, 23 Aug 2019

[1]  arXiv:1908.08118 [pdf, other]
Title: Neural Plasticity Networks
Authors: Yang Li, Shihao Ji
Comments: arXiv admin note: text overlap with arXiv:1904.04432
Subjects: Neural and Evolutionary Computing (cs.NE); Machine Learning (cs.LG); Machine Learning (stat.ML)
[2]  arXiv:1908.08380 (cross-list from eess.SP) [pdf, other]
Title: Analysis of Wide and Deep Echo State Networks for Multiscale Spatiotemporal Time Series Forecasting
Comments: 10 pages, 10 figures, Proceedings of the Neuro-inspired Computational Elements Workshop (NICE '19), March 26-28, 2019, Albany, NY, USA
Subjects: Signal Processing (eess.SP); Machine Learning (cs.LG); Neural and Evolutionary Computing (cs.NE); Machine Learning (stat.ML)

Thu, 22 Aug 2019

[3]  arXiv:1908.08026 [pdf, other]
Title: Refactoring Neural Networks for Verification
Subjects: Neural and Evolutionary Computing (cs.NE); Machine Learning (cs.LG); Software Engineering (cs.SE)
[4]  arXiv:1908.08022 [pdf]
Title: Genetic Algorithm for the 0/1 Multidimensional Knapsack Problem
Authors: Shalin Shah
Subjects: Neural and Evolutionary Computing (cs.NE); Optimization and Control (math.OC)
[5]  arXiv:1908.08021 [pdf, other]
Title: Reservoir-size dependent learning in analogue neural networks
Subjects: Neural and Evolutionary Computing (cs.NE); Emerging Technologies (cs.ET); Machine Learning (cs.LG); Machine Learning (stat.ML)
[6]  arXiv:1908.08020 [pdf, other]
Title: Comparing reliability of grid-based Quality-Diversity algorithms using artificial landscapes
Authors: Leo Cazenille
Comments: 3 pages, 2 figures
Journal-ref: Genetic and Evolutionary Computation Conference Companion (GECCO '19 Companion), July 13--17, 2019, Prague, Czech Republic
Subjects: Neural and Evolutionary Computing (cs.NE)
[7]  arXiv:1908.08019 [pdf, other]
Title: Spiking Neural Networks and Online Learning: An Overview and Perspectives
Subjects: Neural and Evolutionary Computing (cs.NE); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[8]  arXiv:1908.08018 [pdf, other]
Title: Exploiting a Stimuli Encoding Scheme of Spiking Neural Networks for Stream Learning
Subjects: Neural and Evolutionary Computing (cs.NE); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[9]  arXiv:1908.08017 [pdf, other]
Title: Knowledge transfer in deep block-modular neural networks
Subjects: Neural and Evolutionary Computing (cs.NE)
[10]  arXiv:1908.08015 [pdf, other]
Title: BGADAM: Boosting based Genetic-Evolutionary ADAM for Convolutional Neural Network Optimization
Subjects: Neural and Evolutionary Computing (cs.NE); Machine Learning (cs.LG)
[11]  arXiv:1908.08014 [pdf, other]
Title: Graph based adaptive evolutionary algorithm for continuous optimization
Journal-ref: OLA conference 2018
Subjects: Neural and Evolutionary Computing (cs.NE); Distributed, Parallel, and Cluster Computing (cs.DC)
[12]  arXiv:1908.08012 [pdf]
Title: Efficient training and design of photonic neural network through neuroevolution
Comments: 11 pages, 4 figures
Subjects: Neural and Evolutionary Computing (cs.NE); Optics (physics.optics)
[13]  arXiv:1908.08011 [pdf, other]
Title: A Fast and Efficient Stochastic Opposition-Based Learning for Differential Evolution in Numerical Optimization
Subjects: Neural and Evolutionary Computing (cs.NE)
[14]  arXiv:1908.08010 [pdf, other]
Title: Improving the Results of De novo Peptide Identification via Tandem Mass Spectrometry Using a Genetic Programming-based Scoring Function for Re-ranking Peptide-Spectrum Matches
Comments: 13 pages, conference paper, containing 2 figures
Subjects: Neural and Evolutionary Computing (cs.NE); Quantitative Methods (q-bio.QM)
[15]  arXiv:1908.08007 [pdf, ps, other]
Title: Evolution of Ant Colony Optimization Algorithm -- A Brief Literature Review
Comments: 11 Pages
Subjects: Neural and Evolutionary Computing (cs.NE); Artificial Intelligence (cs.AI)
[16]  arXiv:1908.08006 [pdf, other]
Title: Evolutionary Computation, Optimization and Learning Algorithms for Data Science
Comments: 40 pages, 6 figures
Subjects: Neural and Evolutionary Computing (cs.NE); Machine Learning (cs.LG); Machine Learning (stat.ML)
[17]  arXiv:1908.08005 [pdf, other]
Title: Consistent Feature Construction with Constrained Genetic Programming for Experimental Physics
Comments: Accepted in this version to CEC 2019
Journal-ref: Proceedings of 2019 IEEE Congress on Evolutionary Computation (CEC), Wellington, New Zealand, 2019, pp. 1650-1658
Subjects: Neural and Evolutionary Computing (cs.NE); Machine Learning (cs.LG); Machine Learning (stat.ML)
[18]  arXiv:1908.08024 (cross-list from q-bio.NC) [pdf, other]
Title: Mapping of Local and Global Synapses on Spiking Neuromorphic Hardware
Comments: 17 pages, 7 figures, published in 2018 Design, Automation & Test in Europe Conference & Exhibition (DATE)
Subjects: Neurons and Cognition (q-bio.NC); Emerging Technologies (cs.ET); Machine Learning (cs.LG); Neural and Evolutionary Computing (cs.NE)
[19]  arXiv:1908.07942 (cross-list from cs.ET) [pdf]
Title: Design space exploration of Ferroelectric FET based Processing-in-Memory DNN Accelerator
Subjects: Emerging Technologies (cs.ET); Neural and Evolutionary Computing (cs.NE); Signal Processing (eess.SP)
[20]  arXiv:1908.07899 (cross-list from cs.CL) [pdf, other]
Title: Evaluating Defensive Distillation For Defending Text Processing Neural Networks Against Adversarial Examples
Comments: Published at the International Conference on Artificial Neural Networks (ICANN) 2019
Subjects: Computation and Language (cs.CL); Cryptography and Security (cs.CR); Machine Learning (cs.LG); Neural and Evolutionary Computing (cs.NE)
[21]  arXiv:1908.07896 (cross-list from cs.LG) [pdf, other]
Title: Enabling hyperparameter optimization in sequential autoencoders for spiking neural data
Subjects: Machine Learning (cs.LG); Neural and Evolutionary Computing (cs.NE)
[22]  arXiv:1908.07656 (cross-list from eess.AS) [pdf]
Title: Survey on Deep Neural Networks in Speech and Vision Systems
Subjects: Audio and Speech Processing (eess.AS); Machine Learning (cs.LG); Neural and Evolutionary Computing (cs.NE); Sound (cs.SD); Signal Processing (eess.SP); Machine Learning (stat.ML)

Wed, 21 Aug 2019 (showing first 3 of 5 entries)

[23]  arXiv:1908.07124 [pdf, other]
Title: Landmark Map: An Extension of the Self-Organizing Map for a User-Intended Nonlinear Projection
Authors: Akinari Onishi
Subjects: Neural and Evolutionary Computing (cs.NE); Human-Computer Interaction (cs.HC); Machine Learning (cs.LG)
[24]  arXiv:1908.07062 [pdf, other]
Title: Recurrent Neural Networks: An Embedded Computing Perspective
Subjects: Neural and Evolutionary Computing (cs.NE); Signal Processing (eess.SP)
[25]  arXiv:1908.07060 [pdf, other]
Title: New Approach for Solving The Clustered Shortest-Path Tree Problem Based on Reducing The Search Space of Evolutionary Algorithm
Comments: 27 pages, 7 figures
Subjects: Neural and Evolutionary Computing (cs.NE)
[ total of 44 entries: 1-25 | 26-44 ]
[ showing 25 entries per page: fewer | more | all ]

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