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Neural and Evolutionary Computing

Authors and titles for recent submissions

[ total of 42 entries: 1-25 | 26-42 ]
[ showing 25 entries per page: fewer | more | all ]

Thu, 23 Nov 2017

[1]  arXiv:1711.08337 [pdf, ps, other]
Title: Genetic Algorithms for Evolving Computer Chess Programs
Comments: Winner of Gold Award in 11th Annual "Humies" Awards for Human-Competitive Results. arXiv admin note: substantial text overlap with arXiv:1711.06840, arXiv:1711.06841, arXiv:1711.06839
Journal-ref: IEEE Transactions on Evolutionary Computation, Vol. 18, No. 5, pp. 779-789, September 2014
Subjects: Neural and Evolutionary Computing (cs.NE); Learning (cs.LG); Machine Learning (stat.ML)
[2]  arXiv:1711.08336 (cross-list from cs.CR) [pdf, other]
Title: DeepSign: Deep Learning for Automatic Malware Signature Generation and Classification
Comments: arXiv admin note: text overlap with arXiv:1207.0580 by other authors
Journal-ref: International Joint Conference on Neural Networks (IJCNN), pages 1-8, Killarney, Ireland, July 2015
Subjects: Cryptography and Security (cs.CR); Learning (cs.LG); Neural and Evolutionary Computing (cs.NE); Machine Learning (stat.ML)

Wed, 22 Nov 2017

[3]  arXiv:1711.07907 [pdf, other]
Title: Two-Archive Evolutionary Algorithm for Constrained Multi-Objective Optimization
Comments: 26 pages, 15 figures
Subjects: Neural and Evolutionary Computing (cs.NE)
[4]  arXiv:1711.07821 [pdf]
Title: Evaluation of bioinspired algorithms for the solution of the job scheduling problem
Comments: in Spanish
Journal-ref: I+D Revista de Investigaciones 2017
Subjects: Neural and Evolutionary Computing (cs.NE); Artificial Intelligence (cs.AI)
[5]  arXiv:1711.07655 [pdf, ps, other]
Title: Genetic Algorithms for Evolving Deep Neural Networks
Journal-ref: ACM Genetic and Evolutionary Computation Conference (GECCO), pages 1451-1452, Vancouver, Canada, July 2014
Subjects: Neural and Evolutionary Computing (cs.NE); Learning (cs.LG); Machine Learning (stat.ML)
[6]  arXiv:1711.07480 [pdf, other]
Title: E-PUR: An Energy-Efficient Processing Unit for Recurrent Neural Networks
Subjects: Neural and Evolutionary Computing (cs.NE); Hardware Architecture (cs.AR)
[7]  arXiv:1711.07966 (cross-list from gr-qc) [pdf, other]
Title: Deep Learning for Real-time Gravitational Wave Detection and Parameter Estimation with Advanced LIGO Data
Comments: Version accepted to NIPS 2017 conference workshop on Deep Learning for Physical Sciences and selected for contributed talk. Also awarded 1st place at ACM SRC at SC17. This is a shorter version of arXiv:1711.03121
Subjects: General Relativity and Quantum Cosmology (gr-qc); High Energy Astrophysical Phenomena (astro-ph.HE); Instrumentation and Methods for Astrophysics (astro-ph.IM); Learning (cs.LG); Neural and Evolutionary Computing (cs.NE)
[8]  arXiv:1711.07784 (cross-list from cs.LG) [pdf, other]
Title: Hidden Tree Markov Networks: Deep and Wide Learning for Structured Data
Authors: Davide Bacciu
Subjects: Learning (cs.LG); Artificial Intelligence (cs.AI); Neural and Evolutionary Computing (cs.NE)
[9]  arXiv:1711.07732 (cross-list from cs.LG) [pdf, other]
Title: Variational Probability Flow for Biologically Plausible Training of Deep Neural Networks
Subjects: Learning (cs.LG); Neural and Evolutionary Computing (cs.NE); Machine Learning (stat.ML)

Tue, 21 Nov 2017 (showing first 16 of 18 entries)

[10]  arXiv:1711.07459 [pdf, ps, other]
Title: SquishedNets: Squishing SqueezeNet further for edge device scenarios via deep evolutionary synthesis
Comments: 4 pages
Subjects: Neural and Evolutionary Computing (cs.NE); Artificial Intelligence (cs.AI); Learning (cs.LG)
[11]  arXiv:1711.07361 [pdf, other]
Title: Community detection with spiking neural networks for neuromorphic hardware
Comments: Conference paper presented at ORNL Neuromorphic Workshop 2017, 7 pages, 6 figures
Subjects: Neural and Evolutionary Computing (cs.NE)
[12]  arXiv:1711.07214 [pdf, ps, other]
Title: Maximizing Non-monotone/Non-submodular Functions by Multi-objective Evolutionary Algorithms
Subjects: Neural and Evolutionary Computing (cs.NE); Artificial Intelligence (cs.AI); Computational Complexity (cs.CC); Data Structures and Algorithms (cs.DS)
[13]  arXiv:1711.06841 [pdf, ps, other]
Title: Expert-Driven Genetic Algorithms for Simulating Evaluation Functions
Comments: arXiv admin note: substantial text overlap with arXiv:1711.06839, arXiv:1711.06840
Journal-ref: Genetic Programming and Evolvable Machines, Vol. 12, No. 1, pp. 5-22, March 2011
Subjects: Neural and Evolutionary Computing (cs.NE); Learning (cs.LG); Machine Learning (stat.ML)
[14]  arXiv:1711.06840 [pdf, ps, other]
Title: Simulating Human Grandmasters: Evolution and Coevolution of Evaluation Functions
Comments: arXiv admin note: substantial text overlap with arXiv:1711.06839, arXiv:1711.06841
Journal-ref: ACM Genetic and Evolutionary Computation Conference (GECCO), pages 1483-1489, Montreal, Canada, July 2009
Subjects: Neural and Evolutionary Computing (cs.NE); Learning (cs.LG); Machine Learning (stat.ML)
[15]  arXiv:1711.06839 [pdf, ps, other]
Title: Genetic Algorithms for Mentor-Assisted Evaluation Function Optimization
Comments: Winner of Best Paper Award in GECCO 2008. arXiv admin note: substantial text overlap with arXiv:1711.06840, arXiv:1711.06841
Journal-ref: ACM Genetic and Evolutionary Computation Conference (GECCO), pages 1469-1475, Atlanta, GA, July 2008
Subjects: Neural and Evolutionary Computing (cs.NE); Learning (cs.LG); Machine Learning (stat.ML)
[16]  arXiv:1711.06763 [pdf, other]
Title: Addressing Expensive Multi-objective Games with Postponed Preference Articulation via Memetic Co-evolution
Subjects: Neural and Evolutionary Computing (cs.NE)
[17]  arXiv:1711.06756 [pdf, other]
Title: Deep supervised learning using local errors
Subjects: Neural and Evolutionary Computing (cs.NE); Learning (cs.LG); Machine Learning (stat.ML)
[18]  arXiv:1711.07128 (cross-list from cs.SD) [pdf, other]
Title: Hello Edge: Keyword Spotting on Microcontrollers
Subjects: Sound (cs.SD); Computation and Language (cs.CL); Learning (cs.LG); Neural and Evolutionary Computing (cs.NE); Audio and Speech Processing (eess.AS)
[19]  arXiv:1711.06834 (cross-list from cs.RO) [pdf, other]
Title: Neural Network Reinforcement Learning for Audio-Visual Gaze Control in Human-Robot Interaction
Comments: 14 pages
Subjects: Robotics (cs.RO); Computer Vision and Pattern Recognition (cs.CV); Neural and Evolutionary Computing (cs.NE)
[20]  arXiv:1711.06769 (cross-list from cs.CV) [pdf, other]
Title: A Genetic Algorithm-Based Solver for Very Large Jigsaw Puzzles
Comments: arXiv admin note: substantial text overlap with arXiv:1711.06767
Journal-ref: IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pages 1767-1774, Portland, OR, June 2013
Subjects: Computer Vision and Pattern Recognition (cs.CV); Neural and Evolutionary Computing (cs.NE)
[21]  arXiv:1711.06768 (cross-list from cs.CV) [pdf, other]
Title: A Generalized Genetic Algorithm-Based Solver for Very Large Jigsaw Puzzles of Complex Types
Journal-ref: AAAI Conference on Artificial Intelligence, pages 2839-2845, Quebec City, Canada, July 2014
Subjects: Computer Vision and Pattern Recognition (cs.CV); Neural and Evolutionary Computing (cs.NE)
[22]  arXiv:1711.06767 (cross-list from cs.CV) [pdf, other]
Title: An Automatic Solver for Very Large Jigsaw Puzzles Using Genetic Algorithms
Comments: arXiv admin note: substantial text overlap with arXiv:1711.06769
Journal-ref: Genetic Programming and Evolvable Machines, Vol. 17, No. 3, pp. 291-313, September 2016
Subjects: Computer Vision and Pattern Recognition (cs.CV); Neural and Evolutionary Computing (cs.NE)
[23]  arXiv:1711.06766 (cross-list from cs.CV) [pdf, other]
Title: Genetic Algorithm-Based Solver for Very Large Multiple Jigsaw Puzzles of Unknown Dimensions and Piece Orientation
Journal-ref: ACM Genetic and Evolutionary Computation Conference (GECCO), pages 1191-1198, Vancouver, Canada, July 2014
Subjects: Computer Vision and Pattern Recognition (cs.CV); Neural and Evolutionary Computing (cs.NE)
[24]  arXiv:1711.06765 (cross-list from cs.CV) [pdf]
Title: A Two-Phase Genetic Algorithm for Image Registration
Journal-ref: ACM Genetic and Evolutionary Computation Conference (GECCO), pp. 189-190, Berlin, Germany, July 2017
Subjects: Computer Vision and Pattern Recognition (cs.CV); Neural and Evolutionary Computing (cs.NE)
[25]  arXiv:1711.06764 (cross-list from cs.CV) [pdf]
Title: Image Registration of Very Large Images via Genetic Programming
Journal-ref: IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Workshop on Registration of Very Large Images, pp. 323-328, Columbus, OH, June 2014
Subjects: Computer Vision and Pattern Recognition (cs.CV); Neural and Evolutionary Computing (cs.NE)
[ total of 42 entries: 1-25 | 26-42 ]
[ showing 25 entries per page: fewer | more | all ]

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