cicyt UNIZAR

Neural and Evolutionary Computing

Authors and titles for recent submissions

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

Tue, 20 Mar 2018

[1]  arXiv:1803.06744 [pdf, other]
Title: Neural Architecture Construction using EnvelopeNets
Subjects: Neural and Evolutionary Computing (cs.NE); Computer Vision and Pattern Recognition (cs.CV)
[2]  arXiv:1803.06492 [pdf, other]
Title: Evolving Deep Convolutional Neural Networks by Variable-length Particle Swarm Optimization for Image Classification
Comments: accepted by IEEE CEC 2018
Subjects: Neural and Evolutionary Computing (cs.NE); Computer Vision and Pattern Recognition (cs.CV)
[3]  arXiv:1803.06959 (cross-list from stat.ML) [pdf, other]
Title: On the importance of single directions for generalization
Comments: ICLR 2018 conference paper
Subjects: Machine Learning (stat.ML); Learning (cs.LG); Neural and Evolutionary Computing (cs.NE)
[4]  arXiv:1803.06622 (cross-list from q-bio.NC) [pdf, other]
Title: Learning recurrent dynamics in spiking networks
Subjects: Neurons and Cognition (q-bio.NC); Artificial Intelligence (cs.AI); Learning (cs.LG); Neural and Evolutionary Computing (cs.NE)

Mon, 19 Mar 2018

[5]  arXiv:1803.06282 [pdf, ps, other]
Title: A mullti- or many- objective evolutionary algorithm with global loop update
Comments: 14 pages, 5 figures and 7 tables
Subjects: Neural and Evolutionary Computing (cs.NE)
[6]  arXiv:1803.06127 [pdf, other]
Title: Towards Advanced Phenotypic Mutations in Cartesian Genetic Programming
Authors: Roman Kalkreuth
Subjects: Neural and Evolutionary Computing (cs.NE); Artificial Intelligence (cs.AI)
[7]  arXiv:1803.06226 (cross-list from cs.MS) [pdf, other]
Title: Glyph: Symbolic Regression Tools
Comments: Submitted to JOSR. arXiv admin note: text overlap with arXiv:1612.05276
Subjects: Mathematical Software (cs.MS); Neural and Evolutionary Computing (cs.NE); Optimization and Control (math.OC); Data Analysis, Statistics and Probability (physics.data-an)
[8]  arXiv:1803.05945 (cross-list from cs.ET) [pdf, other]
Title: Analog simulator of integro-differential equations with classical memristors
Comments: 5 pages, 4 figures
Subjects: Emerging Technologies (cs.ET); Neural and Evolutionary Computing (cs.NE); Quantum Physics (quant-ph)

Fri, 16 Mar 2018

[9]  arXiv:1803.05859 (cross-list from cs.AI) [pdf, other]
Title: Neural Network Quine
Subjects: Artificial Intelligence (cs.AI); Neural and Evolutionary Computing (cs.NE)
[10]  arXiv:1803.05796 (cross-list from stat.ML) [pdf, other]
Title: Deep architectures for learning context-dependent ranking functions
Comments: Under review for SIGKDD 2018
Subjects: Machine Learning (stat.ML); Information Retrieval (cs.IR); Learning (cs.LG); Neural and Evolutionary Computing (cs.NE)

Thu, 15 Mar 2018

[11]  arXiv:1803.05383 [pdf, ps, other]
Title: Use of recurrent infomax to improve the memory capability of input-driven recurrent neural networks
Subjects: Neural and Evolutionary Computing (cs.NE); Disordered Systems and Neural Networks (cond-mat.dis-nn)
[12]  arXiv:1803.05174 [pdf, other]
Title: Multi-objective Analysis of MAP-Elites Performance
Comments: As submitted to GECCO'18
Subjects: Neural and Evolutionary Computing (cs.NE)
[13]  arXiv:1803.05117 [pdf, other]
Title: MT-Spike: A Multilayer Time-based Spiking Neuromorphic Architecture with Temporal Error Backpropagation
Comments: 36th International Conference On Computer Aided Design (ICCAD 2017)
Subjects: Neural and Evolutionary Computing (cs.NE); Neurons and Cognition (q-bio.NC)
[14]  arXiv:1803.05109 [pdf, other]
Title: PT-Spike: A Precise-Time-Dependent Single Spike Neuromorphic Architecture with Efficient Supervised Learning
Comments: 23rd Asia and South Pacific Design Automation Conference (ASP-DAC 2018)
Subjects: Neural and Evolutionary Computing (cs.NE); Neurons and Cognition (q-bio.NC)
[15]  arXiv:1803.05030 [pdf, other]
Title: Deep-FSMN for Large Vocabulary Continuous Speech Recognition
Subjects: Neural and Evolutionary Computing (cs.NE); Computation and Language (cs.CL)
[16]  arXiv:1803.05006 [pdf]
Title: Conditional Activation for Diverse Neurons in Heterogeneous Networks
Subjects: Neural and Evolutionary Computing (cs.NE)
[17]  arXiv:1803.05192 (cross-list from cs.CV) [pdf]
Title: Spatio-temporal Deep De-aliasing for Prospective Assessment of Real-time Ventricular Volumes
Subjects: Computer Vision and Pattern Recognition (cs.CV); Neural and Evolutionary Computing (cs.NE)
[18]  arXiv:1803.05132 (cross-list from cs.ET) [pdf, other]
Title: Neuron inspired data encoding memristive multi-level memory cell
Journal-ref: Analog Integrated Circuits and Signal Processing, 2018
Subjects: Emerging Technologies (cs.ET); Hardware Architecture (cs.AR); Neural and Evolutionary Computing (cs.NE)
[19]  arXiv:1803.05131 (cross-list from cs.ET) [pdf, other]
Title: Feature extraction without learning in an analog Spatial Pooler memristive-CMOS circuit design of Hierarchical Temporal Memory
Journal-ref: Analog Integrated Circuits and Signal Processing, 2018
Subjects: Emerging Technologies (cs.ET); Artificial Intelligence (cs.AI); Hardware Architecture (cs.AR); Neural and Evolutionary Computing (cs.NE)
[20]  arXiv:1803.04967 (cross-list from cs.LG) [pdf, other]
Title: Recurrent Neural Network Attention Mechanisms for Interpretable System Log Anomaly Detection
Comments: Submitted to the First Workshop On Machine Learning for Computer Systems, ACM HPDC 2018
Subjects: Learning (cs.LG); Neural and Evolutionary Computing (cs.NE); Machine Learning (stat.ML)

Wed, 14 Mar 2018

[21]  arXiv:1803.04509 [pdf, other]
Title: Sorting by Swaps with Noisy Comparisons
Comments: An extended abstract of this paper has been presented at Genetic and Evolutionary Computation Conference (GECCO 2017)
Subjects: Neural and Evolutionary Computing (cs.NE); Probability (math.PR)
[22]  arXiv:1803.04439 [pdf, other]
Title: From Nodes to Networks: Evolving Recurrent Neural Networks
Subjects: Neural and Evolutionary Computing (cs.NE); Learning (cs.LG)
[23]  arXiv:1803.04884 (cross-list from cs.DB) [pdf, other]
Title: IDEL: In-Database Entity Linking with Neural Embeddings
Comments: This manuscript is a preprint for a paper submitted to VLDB2018
Subjects: Databases (cs.DB); Computation and Language (cs.CL); Neural and Evolutionary Computing (cs.NE)
[24]  arXiv:1803.04813 (cross-list from cs.LG) [pdf]
Title: Artificial neural network based modelling approach for municipal solid waste gasification in a fluidized bed reactor
Comments: 34 pages, 11 figures
Journal-ref: Waste Management (Elsevier), Volume 58, December 2016, Pages 202-213
Subjects: Learning (cs.LG); Computational Engineering, Finance, and Science (cs.CE); Neural and Evolutionary Computing (cs.NE); Data Analysis, Statistics and Probability (physics.data-an)
[25]  arXiv:1803.04773 (cross-list from cs.ET) [pdf]
Title: A case for multiple and parallel RRAMs as synaptic model for training SNNs
Comments: 8 pages, 18 figures and 1 table
Subjects: Emerging Technologies (cs.ET); Neural and Evolutionary Computing (cs.NE)
[ total of 25 entries: 1-25 ]
[ showing 25 entries per page: fewer | more ]

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