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IJCNN 2013: Dallas, TX, USA
- The 2013 International Joint Conference on Neural Networks, IJCNN 2013, Dallas, TX, USA, August 4-9, 2013. IEEE 2013, ISBN 978-1-4673-6128-6
- Manh Cong Phan, Mark H. Beale, Martin T. Hagan:
A procedure for training recurrent networks. 1-8 - Vassilis Cutsuridis:
Cognitive models of the perception-action cycle: A view from the brain. 1-8 - Saber Mefoued:
Assistance of knee movements using an actuated orthosis through subject's intention based on MLPNN approximators. 1-6 - Akimul Prince, Biswanath Samanta:
Neuromodulation based control of an autonomous robot. 1-7 - Lech Szymanski, Brendan McCane
:
Learning in deep architectures with folding transformations. 1-8 - Siavash Ghavami, Farshad Lahouti, Lars Schwabe:
Information theoretic analysis of energy efficient neurons with biologically plausible constraints. 1-8 - Scott McDonald, Sonya A. Coleman
A hybrid forecasting approach using ARIMA models and self-organising fuzzy neural networks for capital markets. 1-7 - Noriyuki Muramoto, Teijiro Isokawa, Haruhiko Nishimura
On processing three dimensional data by quaternionic neural networks. 1-5 - Sergio Orts-Escolano
Point cloud data filtering and downsampling using growing neural gas. 1-8 - K. Suvarna Vani
Extraction of 2D-pattern signatures for protein folds. 1-8 - Devon K. Barrow
Crogging (cross-validation aggregation) for forecasting - A novel algorithm of neural network ensembles on time series subsamples. 1-8 - Patrick W. Stinson, Keith A. Bush:
Exogenous control and dynamical reduction of echo state networks. 1-7 - Kyle Ira Harrington, Emmanuel Awa, Sylvain Cussat-Blanc, Jordan B. Pollack:
Robot coverage control by evolved neuromodulation. 1-8 - Tatiana Escovedo, André Vargas Abs da Cruz, Marley Maria Bernardes Rebuzzi Vellasco, Adriano S. Koshiyama:
Using ensembles for adaptive learning: A comparative approach. 1-7 - Michael Glodek, Edmondo Trentin, Friedhelm Schwenker, Günther Palm:
Hidden Markov models with graph densities for action recognition. 1-6 - Murillo Rehder Batista, Rodrigo Calvo, Roseli A. Francelin Romero:
A robot on-line area coverage approach based on the probabilistic Lloyd method. 1-8 - Shuqing Zeng, Yanhua Chen:
Integrating developmental and conventional Markov decision processes: An application to robotic navigation. 1-6 - Fernando Gaxiola
Backpropagation learning method with interval type-2 fuzzy weights in neural networks. 1-6 - Xiong Luo, Jennie Si
Stability of direct heuristic dynamic programming for nonlinear tracking control using PID neural network. 1-7 - Jonathan Masci, Ueli Meier, Gabriel Fricout, Jürgen Schmidhuber:
Multi-scale pyramidal pooling network for generic steel defect classification. 1-8 - Roman Ilin, Robert Kozma
Detection of spatiotemporal phase patterns in ECoG using adaptive mixture models. 1-7 - Souhir Bouaziz
Evolving flexible beta basis function neural tree for nonlinear systems. 1-8 - Koichiro Tazuke, Noriyuki Muramoto, Nobuyuki Matsui, Teijiro Isokawa:
An application of quantum-inspired particle swarm optimization to function optimization problems. 1-6 - Mario Malcangi, Karim Ouazzane, Premit Patel:
Audio-visual fuzzy fusion for robust speech recognition. 1-8 - Rauf Izmailov
Multidimensional splines with infinite number of knots as SVM kernels. 1-7 - Wenyong Chen, Furao Shen, Jinxi Zhao:
A computational model of selecting visual attention based on bottom-up and top-down feature combination. 1-5 - Cory E. Merkel, Dhireesha Kudithipudi, Nick Sereni:
Periodic activation functions in memristor-based analog neural networks. 1-7 - Antonio Arista-Jalife, Eduardo Gómez-Ramírez
A root location training method for polynomial cellular neural networks that implements totalistic cellular automata. 1-8 - Filippo Maria Bianchi, Lorenzo Livi
Matching of time-varying labeled graphs. 1-8 - Erich Schikuta
N2Sky - Neural networks as services in the clouds. 1-8 - Jordan Fish, Lisa Ossian, Juyang Weng:
Novelty estimation in developmental networks: Acetylcholine and norepinephrine. 1-8 - Jin-Ping Chen, Shin-Fu Wu, Shie-Jue Lee:
Modified learning for discrete multi-valued neuron. 1-6 - Cristiano Cervellera, Mauro Gaggero
Quasi-random sampling for approximate dynamic programming. 1-8 - Steven K. Esser, Alexander Andreopoulos, Rathinakumar Appuswamy, Pallab Datta, Davis Barch, Arnon Amir
Cognitive computing systems: Algorithms and applications for networks of neurosynaptic cores. 1-10 - Omar Aguilar
Adaptive controller for PMSG wind turbine systems with back-to-back PWM converters. 1-6 - Ken Saito, Shiho Takahama, Shinpei Yamasaki, Minami Takato, Yoshifumi Sekine, Fumio Uchikoba:
IC chip of pulse-type hardware neural networks for hexapod walking MEMS micro robot. 1-6 - Carlos Wilson Dantas de Almeida, Renata M. C. R. de Souza, Ana Lucia B. Candeias:
A shape descriptor based on symbolic data analysis. 1-8 - Chantal Hajjar, Hani Hamdan:
Interval data clustering using self-organizing maps based on adaptive Mahalanobis distances. 1-6 - Amir Hussain
Cognitive computation: A case study in cognitive control of autonomous systems and some future directions. 1-6 - Yi Zhao, Valentin Gies
Multi-pattern cross training: An ANN model training method using WSN sensor data. 1-6 - Amine Chaibi, Mustapha Lebbah, Hanane Azzag:
A new bi-clustering approach using topological maps. 1-7 - Chris Yakopcic, Tarek M. Taha, Guru Subramanyam, Robinson E. Pino:
Memristor SPICE model and crossbar simulation based on devices with nanosecond switching time. 1-7 - Pavlo V. Tymoshchuk
A fast analogue K-winners-take-all neural circuit. 1-8 - Ken Caluwaerts, Francis Wyffels, Sander Dieleman, Benjamin Schrauwen:
The spectral radius remains a valid indicator of the Echo state property for large reservoirs. 1-6 - Heikki Hyyti
Real-time detection of young spruce using color and texture features on an autonomous forest machine. 1-8 - Ronaldo R. B. de Aquino, Teresa Bernarda Ludermir, Otoni Nóbrega Neto, Aida Araujo Ferreira
Forecasting models of wind power in Northeastern of Brazil. 1-8 - Xinyi Le, Jun Wang
Neurodynamic optimization approaches to robust pole assignment based on alternative robustness measures. 1-8 - Patrice Wira
Adaptive linear learning for on-line harmonic identification: An overview with study cases. 1-6 - Issam Dagher, Jamal Hassanieh, Ahmad Younes:
Face recognition using voting technique for the Gabor and LDP features. 1-6 - Wei Li, Longbing Cao
CRNN: Integrating classification rules into neural network. 1-8 - Peng Cao, Bo Li, Dazhe Zhao, Osmar R. Zaïane:
A novel cost sensitive neural network ensemble for multiclass imbalance data learning. 1-8 - Kartik Audhkhasi, Osonde Osoba, Bart Kosko:
Noise benefits in backpropagation and deep bidirectional pre-training. 1-8 - Davide Anguita
Some results about the Vapnik-Chervonenkis entropy and the rademacher complexity. 1-8 - Bilal Fadlallah, José C. Príncipe:
Diffusion least-mean squares over adaptive networks with dynamic topologies. 1-6 - Alberto F. De Souza
Traffic sign detection with VG-RAM weightless neural networks. 1-9 - Francisco J. Maldonado, Stephen Oonk, Tasso Politopoulos:
Optimized neuro genetic fast estimator (ONGFE) for efficient distributed intelligence instantiation within embedded systems. 1-8 - Arnon Amir
Cognitive computing programming paradigm: A Corelet Language for composing networks of neurosynaptic cores. 1-10 - Blerim Emruli, Ross W. Gayler
Analogical mapping and inference with binary spatter codes and sparse distributed memory. 1-8 - Sepehr Jalali, Paul J. Seekings, Cheston Tan
Classification of marine organisms in underwater images using CQ-HMAX biologically inspired color approach. 1-8 - Zhao Lu
Closed-form projection operator wavelet kernels in support vector learning for nonlinear dynamical systems identification. 1-8 - Qin Feng, Daqi Gao:
Dynamic learning algorithm of multi-layer perceptrons for letter recognition. 1-6 - Upuli Gunasinghe, Damminda Alahakoon:
The adaptive suffix tree: A space efficient sequence learning algorithm. 1-8 - Erick Rocha Fonseca, João Luís Garcia Rosa:
A two-step convolutional neural network approach for semantic role labeling. 1-7 - Thanh-Nghi Doan, Thanh-Nghi Do, François Poulet:
Parallel incremental SVM for classifying million images with very high-dimensional signatures into thousand classes. 1-8 - Zhong She, Can Wang
Volatility analysis via coupled Wishart process. 1-8 - Robert Coop, Itamar Arel:
Mitigation of catastrophic forgetting in recurrent neural networks using a Fixed Expansion Layer. 1-7 - Melvin Deloyd Robinson, Michael T. Manry:
Partially affine invariant training using dense transform matrices. 1-6 - Daniel S. Levine
Toward a neural network theory of emotional influences on creativity. 1-7 - Bruno U. Pedroni, Srinjoy Das, Emre Neftci
Neuromorphic adaptations of restricted Boltzmann machines and deep belief networks. 1-6 - Ahmed M. Allam, Hazem M. Abbas
Authenticated key exchange protocol using neural cryptography with secret boundaries. 1-8 - Khalid Iqbal, Xu-Cheng Yin
Classifier comparison for MSER-based text classification in scene images. 1-6 - Syed A. Yusuf, David J. Brown, Alan Mackinnon, Richard Papanicolaou:
A pixel-level, intensity-based nonlinear autoregressive classifier (NARX) with chromatic exogenous input for efficient image background subtraction. 1-8 - Nabil Imam, Kyle Wecker, Jonathan Tse, Robert Karmazin, Rajit Manohar:
Neural spiking dynamics in asynchronous digital circuits. 1-8 - Mark H. Myers, Charlotte A. Joure, Carley Johnston, Aaron Canales, Akshay Padmanabha, Robert Kozma
Spatial alignment of scalp EEG activity during cognitive tasks. 1-8 - Vehbi Calayir, Larry T. Pileggi:
Fully-digital oscillatory associative memories enabled by non-volatile logic. 1-6 - Sergey Tarasenko, Natalia Efremova:
Neural architecture for complex scene recognition based on rank-order features of IT neurons. 1-8 - Trung Le, Dat Tran
Fuzzy entropy semi-supervised support vector data description. 1-5 - Syed A. Yusuf
Application of dynamic neural networks with exogenous input to industrial conditional monitoring. 1-8 - Wei Chen, Tengjiao Wang, Dongqing Yang, Kai Lei, Yueqin Liu:
Massively parallel learning of Bayesian networks with MapReduce for factor relationship analysis. 1-5 - Chien-Yuan Chiu, Brijesh K. Verma
Impact of variability in data on accuracy and diversity of neural network based ensemble classifiers. 1-5 - Hazem M. El-Bakry
Fast diagnosing of pediatric respiratory diseases by using high speed neural networks. 1-8 - Shuhui Li
Nested-loop neural network vector control of permanent magnet synchronous motors. 1-8 - Jacqueline Christmas
Variational Bayesian tracking: Whole track convergence for large-scale ecological video monitoring. 1-8 - Badong Chen, Nanning Zheng, José C. Príncipe:
Survival kernel with application to kernel adaptive filtering. 1-6 - Victor G. Lopez, Edgar N. Sánchez, Alma Y. Alanis
Neural inverse optimal control for a linear induction motor. 1-6 - Jürgen Leitner
Artificial neural networks for spatial perception: Towards visual object localisation in humanoid robots. 1-7 - Reza Shoja Ghiass, Ognjen Arandjelovic
Illumination-invariant face recognition from a single image across extreme pose using a dual dimension AAM ensemble in the thermal infrared spectrum. 1-10 - Rakesh Chalasani, José C. Príncipe, Naveen Ramakrishnan:
A fast proximal method for convolutional sparse coding. 1-5 - Philippe Smagghe, Jean-Luc Buessler, Jean-Philippe Urban:
Déjà Vu object localization using IRF neural networks properties. 1-8 - Hung-Min Hsu, Ray-I Chang
Constructing mobile-oriented catalog in m-commerce using LDA-based self-adaptive genetic algorithm. 1-7 - Kartik Audhkhasi, Osonde Osoba, Bart Kosko:
Noisy hidden Markov models for speech recognition. 1-6 - Robert Kozma
Cognitive clustering algorithm for efficient cybersecurity applications. 1-8 - Ryotaro Kamimura:
Contradiction resolution with explicit and limited evaluation and its application to SOM. 1-8 - Francisco de A. T. de Carvalho
Batch self-organizing maps for mixed feature-type symbolic data. 1-8 - Blake Lemoine, Anthony S. Maida:
GPU facilitated unsupervised visual feature acquisition in spiking neural networks. 1-6 - Juan A. Ramirez-Quintana, Mario Ignacio Chacon Murguia:
Self-organizing retinotopic maps applied to background modeling for dynamic object segmentation in video sequences. 1-8 - Nhat-Quang Doan, Hanane Azzag, Mustapha Lebbah, Guillaume Santini:
Self-organizing trees for visualizing protein dataset. 1-8 - Harapajan Singh, Manjeevan Seera
Detection and diagnosis of broken rotor bars and eccentricity faults in induction motors using the Fuzzy Min-Max neural network. 1-5 - Alma Y. Alanis
Neural-PSO second order sliding mode controller for unknown discrete-time nonlinear systems. 1-6 - Yin Song, Longbing Cao
Extracting discriminative features for identifying abnormal sequences in one-class mode. 1-8 - Takashi Matsubara
A novel reservoir network of asynchronous cellular automaton based neurons for MIMO neural system reproduction. 1-7 - Mario Ignacio Chacon Murguia, Graciela Ramírez Alonso, Sergio Gonzalez-Duarte:
Improvement of a neural-fuzzy motion detection vision model for complex scenario conditions. 1-8 - Christo Panchev
A Neural Network model of the impact of political instability on tourism. 1-7 - Abbas Edalat, Federico Mancinelli:
Strong attractors of Hopfield neural networks to model attachment types and behavioural patterns. 1-10 - Iván Salgado
Adaptive control of discrete-time nonlinear systems by recurrent neural networks in a Quasi Sliding mode regime. 1-8 - Priyanka Bajaj, Akhil Ranjan Garg:
Dynamics of Hodgkin and Huxley model with conductance based synaptic input. 1-7 - Chihiro Ikuta, Yoko Uwate, Yoshifumi Nishio
Investigation of four-layer multi-layer perceptron with glia connections of hidden-layer neurons. 1-6 - Raul Finker
Multilevel adaptive neural network architecture for implementing single-chip intelligent agents on FPGAs. 1-9 - Khalid Iqbal, Xu-Cheng Yin
Learning Bayesian Network leveled-structure from support based XML frequent itemsets. 1-8 - Sivalogeswaran Ratnasingam, Antonio Robles-Kelly:
A spiking neural network for illuminant-invariant colour discrimination. 1-8 - Christian Daniel, Gerhard Neumann
Autonomous reinforcement learning with hierarchical REPS. 1-8 - Cristiano Cervellera, Danilo Macciò
Function learning with local linear regression models: An analysis based on discrepancy. 1-8 - Hiroomi Hikawa:
DPLL based hardware SOM with a new winner-take-all circuit. 1-8 - Yan Zhang, Qixia Jiang, Maosong Sun:
HMeanMax: Placing HMAX and HoG into a unified framework. 1-8 - Haopeng Zhang
A new hybrid swarm optimization algorithm for power system vulnerability analysis and sensor network deployment. 1-8 - Herna L. Viktor, Eric Paquet, Jing Zhao:
Artificial neural networks for predicting 3D protein shapes from amino acid sequences. 1-8 - Fang Yu, Shin-Ying Huang, Li-ching Chiou, Rua-Huan Tsaih
Clustering iOS executable using self-organizing maps. 1-8 - Antonello Rizzi
A dissimilarity-based classifier for generalized sequences by a granular computing approach. 1-8 - Ashfaqur Rahman
Exploring mineral domains with genetic algorithm. 1-8 - Michel López-Franco
Discrete time neural control of a nonholonomic mobile robot integrating stereo vision feedback. 1-8 - Bo Zhou, Cheng Yang, Haixiang Guo, Jinglu Hu:
A quasi-linear SVM combined with assembled SMOTE for imbalanced data classification. 1-7 - Shirin Dora, Ramaswamy Savitha, Suresh Sundaram:
A basis coupled evolving spiking neural network with afferent input neurons. 1-8 - Benhui Chen, Xuefen Hong, Lihua Duan, Jinglu Hu:
Improving multi-label classification performance by label constraints. 1-5 - Hüseyin Yigitler
A management framework for device-free localization. 1-8 - Shereen Fouad
Ordinal-based metric learning for learning using privileged information. 1-8 - Andres E. Coca
Computer-aided music composition with LSTM neural network and chaotic inspiration. 1-7 - Raimar Wagner, Markus Thom, Roland Schweiger, Günther Palm, Albrecht Rothermel:
Learning convolutional neural networks from few samples. 1-7 - David Bhowmik, Murray Shanahan:
STDP produces robust oscillatory architectures that exhibit precise collective synchronization. 1-8 - Adrien Jauffret, Caroline Grand, Nicolas Cuperlier, Philippe Gaussier, Philippe Tarroux:
How can a robot evaluate its own behavior? A neural model for self-assessment. 1-8 - Igor N. Aizenberg:
A modified error-correction learning rule for multilayer neural network with multi-valued neurons. 1-8 - Thiago Tavares, Adriano L. I. Oliveira
Preprocessing unbalanced data using weighted support vector machines for prediction of heart disease in children. 1-8 - German Ignacio Parisi, Stefan Wermter:
Hierarchical SOM-based detection of novel behavior for 3D human tracking. 1-8 - Yuling Lin, Haixiang Guo, Jinglu Hu:
An SVM-based approach for stock market trend prediction. 1-7 - Sergio Davies
Spike-based learning of transfer functions with the SpiNNaker neuromimetic simulator. 1-8 - Thomas Trappenberg
Bubbles in the robot. 1-2 - Qunxi Dong
A study on visual attention modeling - A linear regression method based on EEG. 1-6 - Robert Kozma
The race to new mathematics of brains and consciousness - A tribute to John G. Taylor. 1-3 - Josafath Israel Espinosa Ramos
Creation of spiking neuron models applied in pattern recognition problems. 1-8 - Cesare Alippi, Stavros Ntalampiras
Model ensemble for an effective on-line reconstruction of missing data in sensor networks. 1-6 - Bisser Raytchev
Generic object recognition with local features: From bags to subspaces. 1-6 - Blanca S. Leon, Alma Y. Alanis
Subcutaneous neural inverse optimal control for an Artificial Pancreas. 1-8 - Michel López-Franco
Real-time decentralized inverse optimal neural control for a Shrimp robot. 1-7 - Mariel Alfaro-Ponce
Continuous neural identifier for uncertain nonlinear systems with time delays in the input signal. 1-8 - Abdel-Latief H. Abou-Ali
Non-preemptive multi-constrain scheduling for multiprocessor with hopfield neural network. 1-6 - Jose Antonio Serra-Perez, José García Rodríguez
3D gesture recognition with growing neural gas. 1-8 - Shaista Hussain
Morphological learning: Increased memory capacity of neuromorphic systems with binary synapses exploiting AER based reconfiguration. 1-7 - Mikhail Suvorov, Sergey Ivliev
Incremental anomaly identification by adapted SVM method. 1-7 - Antonio Luchetta
Analog system modeling based on a double modified complex valued neural network. 1-8 - Tianfeng Shang, Qing He, Fuzhen Zhuang, Zhongzhi Shi:
Extreme Learning Machine combining matrix factorization for collaborative filtering. 1-8 - Dhiya Al-Jumeily
Recurrent neural networks inspired by artificial Immune algorithm for time series prediction. 1-8 - Wei Cao, Longbing Cao
Coupled market behavior based financial crisis detection. 1-8 - Sébastien Hélie:
Towards a unified neurobiological theory of creative problem solving. 1-8 - Kyungmin Su, Kay A. Robbins:
A framework for content-based retrieval of EEG with applications to neuroscience and beyond. 1-8 - Jorge Azorín López
Human behaviour recognition based on trajectory analysis using neural networks. 1-7 - Samuele Salti
A traffic sign detection pipeline based on interest region extraction. 1-7 - Gul Muhammad Khan, Atif Rashid Khattak, Faheem Zafari, Sahibzada Ali Mahmud:
Electrical load forecasting using fast learning recurrent neural networks. 1-6 - Siamak Mehrkanoon
Non-parallel semi-supervised classification based on kernel spectral clustering. 1-8 - Daniel S. Levine
In search of the brain's executive. 1-5 - Chin Hiong Tan, Huajin Tang, Eng Yeow Cheu, Jun Hu:
A computationally efficient associative memory model of hippocampus CA3 by spiking neurons. 1-8 - Nils Meins, Sven Magg, Stefan Wermter:
Neural Hopfield-ensemble for multi-class head pose detection. 1-8 - Nicoleta Rogovschi, Lazhar Labiod, Mohamed Nadif
A topographical nonnegative matrix factorization algorithm. 1-6 - William Koch, Yan Meng, Munish Shah, Wei Chang, Xiaojun Yu:
Predicting nerve guidance conduit performance for peripheral nerve regeneration using bootstrap aggregated neural networks. 1-7 - Filipe Alves Neto
High level data classification based on network entropy. 1-5 - Pitoyo Hartono, Thomas Trappenberg
Classificability-regulated self-organizing map using restricted RBF. 1-5 - Mandy Lange, Marika Kästner, Thomas Villmann:
About analysis and robust classification of searchlight fMRI-data using machine learning classifiers. 1-8 - A. Ravishankar Rao, Guillermo A. Cecchi:
Multi-sensory integration using sparse spatio-temporal encoding. 1-8 - Giampaolo L. Libralon, Roseli A. Francelin Romero:
Geometrical facial modeling for emotion recognition. 1-8 - Xerxes D. Arsiwalla
Integrated information for large complex networks. 1-7 - Ashfaqur Rahman
Cluster oriented ensemble classifiers using multi-objective evolutionary algorithm. 1-6 - Markos Mentzelopoulos
A semi-parametric approach for football video annotation. 1-7 - Farhan Dawood, Chu Kiong Loo
Incremental on-line learning of human motion using Gaussian adaptive resonance hidden Markov model. 1-7 - Hanen Chenini, Jean-Pierre Dérutin, Thierry Tixier:
Fast parking control of mobile robot based on multi-layer neural network on homogeneous architecture. 1-10 - Keith Anderson, Khan M. Iftekharuddin:
Learning topological image transforms using cellular simultaneous recurrent networks. 1-9 - D. Slavin, M. A. Abou-Nasr, Dimitar P. Filev, Ilya V. Kolmanovsky
Empirical modeling of vehicle fuel economy based on historical data. 1-6 - Yozo Suzuki, Masaki Kobayashi:
Complex-valued bidirectional auto-associative memory. 1-7 - Paris A. Mastorocostas, Constantinos S. Hilas, Dimitris N. Varsamis
A telecommunications call volume forecasting system based on a recurrent fuzzy neural network. 1-6 - Anuradha Saha, Amit Konar, Pratyusha Rakshit, Anca L. Ralescu, Atulya K. Nagar
Olfaction recognition by EEG analysis using differential evolution induced Hopfield neural net. 1-8 - Kelly J. Gurubel, Edgar N. Sánchez, Salvador Carlos-Hernandez
Neuro-fuzzy control strategy for methane production in an anaerobic process. 1-8 - Zhao Zhang
Robust image representation and decomposition by Laplacian regularized latent low-rank representation. 1-7 - Jerry B. Ahn:
Extension of neuron machine neurocomputing architecture for spiking neural networks. 1-8 - Qianyu Zhang, Ashfaqur Rahman
Impute vs. Ignore: Missing values for prediction. 1-8 - Gürsel Serpen
WSN-ANN: Parallel and distributed neurocomputing with wireless sensor networks. 1-8 - Mohamed Farouk Abdel Hady, Rania Ibrahim, Ahmed Ashour:
Domain adaptation for cross-lingual query classification using search query logs and document classification. 1-8 - Dermot Kerr, Sonya A. Coleman
Biologically inspired intensity and range image feature extraction. 1-8 - Narutoshi Horimoto, Toshimichi Saito:
Analysis of various transient phenomena and co-existing periodic spike-trains in simple digital spike maps. 1-8 - Roberta A. de A. Fagundes, Ricardo J. A. Queiroz Filho, Renata M. C. R. de Souza, Francisco José de A. Cysneiros:
An interval nonparametric regression method. 1-7 - M. Dolores Pérez-Godoy
A first analysis of the effect of local and global optimization weights methods in the cooperative-competitive design of RBFN for imbalanced environments. 1-8 - Ognjen Arandjelovic
Discriminative k-means clustering. 1-7 - Robert Capo, Karl B. Dyer, Robi Polikar
Active learning in nonstationary environments. 1-8 - Rocco Langone
Soft kernel spectral clustering. 1-8 - Srikanta Pal, Alireza Alaei
Off-line Bangla signature verification: An empirical study. 1-7 - Islam El-Nabarawy
Levenberg-Marquardt and Conjugate Gradient methods applied to a high-order neural network. 1-7 - James Ting-Ho Lo, Yichuan Gui, Yun Peng:
Overcoming the local-minimum problem in training multilayer perceptrons by gradual deconvexification. 1-6 - Komalpreet Kaur, Manish Wadhwa, E. K. Park:
Detection and identification of seismic P-Waves using Artificial Neural Networks. 1-6 - Shin-Fu Wu, Shie-Jue Lee:
Multi-valued neuron with new learning schemes. 1-7 - Leonardo Enzo Brito da Silva
Clustering the self-organizing map through the identification of core neuron regions. 1-8 - Mojtaba Solgi, Juyang Weng:
Stereo where-what networks: Unsupervised binocular feature learning. 1-8 - Hao Xu, Sarangapani Jagannathan:
Neural network based finite horizon stochastic optimal controller design for nonlinear networked control systems. 1-7 - Rosha Pokharel, Sohan Seth, José C. Príncipe:
Mixture kernel least mean square. 1-7 - Aditi S. Godbole
Neural decision directed segmentation of silicon defects. 1-8 - Rohit Rawat
Minimizing validation error with respect to network size and number of training epochs. 1-7 - Wentao Guo, Feng Liu, Jennie Si
Incorporating approximate dynamic programming-based parameter tuning into PD-type virtual inertia control of DFIGs. 1-8 - Koichiro Yamauchi
An importance weighted projection method for incremental learning under unstationary environments. 1-9 - Yihui Wu, Yulong Liu, Jianmin Li, Huaping Liu, Xiaolin Hu:
Traffic sign detection based on convolutional neural networks. 1-7 - B. Chandra, Kuppili Venkata Naresh Babu
A new spiking neuron model. 1-5 - Chul Sung, Jongwook Woo, Matthew Goodman, Todd Huffman, Yoonsuck Choe:
Scalable, incremental learning with MapReduce parallelization for cell detection in high-resolution 3D microscopy data. 1-7 - G. Sateesh Babu
Meta-cognitive q-Gaussian RBF network for binary classification: Application to mild cognitive impairment (MCI). 1-8 - David Roclin, Olivier Bichler, Christian Gamrat, Simon J. Thorpe
Design study of efficient digital order-based STDP neuron implementations for extracting temporal features. 1-7 - Chris Yakopcic, Tarek M. Taha:
Energy efficient perceptron pattern recognition using segmented memristor crossbar arrays. 1-8 - Andrew S. Cassidy, Paul Merolla, John V. Arthur, Steven K. Esser, Bryan L. Jackson, Rodrigo Alvarez-Icaza, Pallab Datta, Jun Sawada, Theodore M. Wong, Vitaly Feldman, Arnon Amir
Cognitive computing building block: A versatile and efficient digital neuron model for neurosynaptic cores. 1-10 - Vaibhav Gandhi, Thomas Martin McGinnity
Quantum neural network based surface EMG signal filtering for control of robotic hand. 1-7 - Evangelos Stromatias, Francesco Galluppi
Power analysis of large-scale, real-time neural networks on SpiNNaker. 1-8 - George M. Georgiou, Kerstin Voigt:
Self-organizing maps with a single neuron. 1-6 - Tuan Hoang, Dat Tran
A general aggregate model for improving multi-class brain-computer interface systems' performance. 1-5 - Colin James:
Recent advances in algorithmic learning theory of the Kanban cell neuron network. 1-6 - Vilen Jumutc
Fixed-size Pegasos for hinge and pinball loss SVM. 1-7 - Davide Anguita
A support vector machine classifier from a bit-constrained, sparse and localized hypothesis space. 1-10 - Gangyi Wang, Guanghui Ren, Zhilu Wu, Yaqin Zhao
A hierarchical method for traffic sign classification with support vector machines. 1-6 - Jesus Soto, Patricia Melin
Time series prediction using ensembles of neuro-fuzzy models with interval type-2 and type-1 fuzzy integrators. 1-6 - Thomas Pfeil, Anne-Christine Scherzer
Neuromorphic learning towards nano second precision. 1-5 - Cong Li, Michael Georgiopoulos, Georgios C. Anagnostopoulos:
Kernel-based distance metric learning in the output space. 1-8 - Jia Wu
Artificial immune system for attribute weighted Naive Bayes classification. 1-8 - Bilzã Araújo, Liang Zhao
Detecting and labeling representative nodes for network-based semi-supervised learning. 1-8 - Oliver W. Layton
The simultaneous coding of heading and path in primate MSTd. 1-8 - Dalia Rodríguez-Salas, Pilar Gómez-Gil
Designing partially-connected, multilayer perceptron neural nets through information gain. 1-5 - Domenico Labate, Isabella Palamara, Nadia Mammone, Giuseppe Morabito, Fabio La Foresta, Francesco Carlo Morabito
SVM classification of epileptic EEG recordings through multiscale permutation entropy. 1-5 - KyungHyun Cho, Tapani Raiko, Alexander Ilin:
Gaussian-Bernoulli deep Boltzmann machine. 1-7 - Qin Feng, Daqi Gao:
Iterative learning of Fisher linear discriminants for handwritten digit recognition. 1-6 - Paolo Arena, Giuseppe Di Mauro, Tammo Krause, Luca Patané
A spiking network for body size learning inspired by the fruit fly. 1-7 - Markus Mathias, Radu Timofte
Traffic sign recognition - How far are we from the solution? 1-8 - Yingwei Yu
Bio-inspired orientation analysis for seismic image. 1-5 - Raqibul Hasan, Tarek M. Taha:
Routing bandwidth model for feed forward neural networks on multicore neuromorphic architectures. 1-8 - Jun Hu, Huajin Tang, Kay Chen Tan
A hierarchical organized memory model using spiking neurons. 1-6 - Francisco Panuncio Cruz, Wen Yu:
Robust feedback passivity via dynamic neural networks. 1-6 - Zelin Tang, Furao Shen, Jinxi Zhao:
Speaker recognition based on SOINN and incremental learning Gaussian mixture model. 1-6 - Arthur F. M. Sousa, Ricardo B. C. Prudêncio, Carlos Soares
Active selection of training instances for a random forest meta-learner. 1-7 - Leif Johnson, Joseph L. Cooper, Dana H. Ballard:
Unified losses for multi-modal pose coding and regression. 1-8 - Simona Doboli
Modeling the effect of hint timing on the idea generation process. 1-8 - Jorge López Lázaro, José R. Dorronsoro:
The convergence rate of linearly separable SMO. 1-7 - Punya Murthy Chinta, Balamurugan P., Shirish K. Shevade, M. Narasimha Murty:
Optimizing F-measure with non-convex loss and sparse linear classifiers. 1-8 - Gregory Ditzler, Gail Rosen
Incremental learning of new classes from unbalanced data. 1-8 - Paolo Arena, Sergio Caccamo, Luca Patané
A computational model for motor learning in insects. 1-8 - Xin Cheng, Duoqian Miao, Can Wang
Coupled term-term relation analysis for document clustering. 1-8 - Péricles B. C. de Miranda, Ricardo B. C. Prudêncio:
Active testing for SVM parameter selection. 1-8 - Bruno Apolloni:
Toward a cooperative brain: Continuing the work with John Taylor. 1-5 - Martina Mueller
Machine learning to predict extubation outcome in premature infants. 1-6 - Upendra Kumar Singh, Vineet Padmanabhan
A novel method for training and classification of ballistic and quasi-ballistic missiles in real-time. 1-8 - Joacir Marques de Oliveira, Eulanda Miranda dos Santos, José Reginaldo Hughes Carvalho, Leyne Abuim de Vasconcelos Marques:
Ensemble of heterogeneous classifiers applied to lithofacies classification using logs from different wells. 1-6 - Hirotaka Inoue, Yudai Umemoto:
Incremental learning using self-organizing neural grove. 1-5 - Fernando Pintro, Anne M. P. Canuto, Michael C. Fairhurst:
Using genetic algorithms and ensemble systems in online cancellable signature recognition. 1-8 - Jacques-Henri Sublemontier:
Unsupervised collaborative boosting of clustering: An unifying framework for multi-view clustering, multiple consensus clusterings and alternative clustering. 1-8 - Kan Li
Kernel adaptive filtering with confidence intervals. 1-6 - Sumith Matharage, Hiran Ganegedara, Damminda Alahakoon:
A scalable and dynamic self-organizing map for clustering large volumes of text data. 1-8 - Takuya Chino, Yuko Osana:
Chaotic complex-valued multidirectional associative memory with adaptive scaling factor. 1-8 - Marek Grzes, Jesse Hoey:
On the convergence of techniques that improve value iteration. 1-8 - Jungme Park, Yi Lu Murphey, Johannes Kristinsson, Ryan McGee, Ming Kuang, Tony Phillips:
Intelligent speed profile prediction on urban traffic networks with machine learning. 1-7 - Mojtaba Sedigh Fazli
A comparative study on forecasting polyester chips prices for 15 days, using different hybrid intelligent systems. 1-7 - Thanh Nguyen
Epidemiological dynamics modeling by fusion of soft computing techniques. 1-8 - Zheng Shou, Yuhao Zhang, Hengjin Cai:
A study of transformation-invariances of deep belief networks. 1-8 - Shu Tian, Xu-Cheng Yin
Transfer learning based compressive tracking. 1-7 - Francesca Possemato, Antonello Rizzi
Automatic text categorization by a Granular Computing approach: Facing unbalanced data sets. 1-8 - Fahad H. Al-Qahtani, Sven F. Crone:
Multivariate k-nearest neighbour regression for time series data - A novel algorithm for forecasting UK electricity demand. 1-8 - Dhiya Al-Jumeily
Recurrent neural networks inspired by artificial immune algorithm for time series prediction. 1-8 - Madalina M. Drugan
Designing multi-objective multi-armed bandits algorithms: A study. 1-8 - Fabricio A. Breve
Active semi-supervised learning using particle competition and cooperation in networks. 1-6 - Marcos G. Quiles
A dynamical model for community detection in complex networks. 1-8 - Christophe Salperwyck, Vincent Lemaire:
Incremental decision tree based on order statistics. 1-8 - Shuo Wang, Leandro L. Minku
Concept drift detection for online class imbalance learning. 1-10 - Vigneshwaran Senthilvel, B. S. Mahanand, Suresh Sundaram, Ramaswamy Savitha:
Autism spectrum disorder detection using projection based learning meta-cognitive RBF network. 1-8 - Gangyi Wang, Guanghui Ren, Zhilu Wu, Yaqin Zhao
A robust, coarse-to-fine traffic sign detection method. 1-5 - Jilliam M. Diaz Barros, Jairo A. Cardona Pena:
Intelligent determination for readmission of postoperative patients in ambulatory surgery. 1-8 - Saima Hassan, Abbas Khosravi, Jafreezal Jaafar:
Neural network ensemble: Evaluation of aggregation algorithms in electricity demand forecasting. 1-6 - Zihao Zhou, Mayank Kejriwal, Risto Miikkulainen:
Extended scaled neural predictor for improved branch prediction. 1-7 - Guyue Mi, Pengtao Zhang, Ying Tan
Feature construction approach for email categorization based on term space partition. 1-8 - Piotr Suszynski, Pawel Wawrzynski
Learning population of spiking neural networks with perturbation of conductances. 1-6 - Shota Kirikawa, Toshimichi Saito:
Bifurcation phenomena of simple pulse-coupled spiking neuron models with filtered base signal. 1-8 - Ming Liang, Mingyi Yuan, Xiaolin Hu, Jianmin Li, Huaping Liu:
Traffic sign detection by ROI extraction and histogram features-based recognition. 1-8 - Yiming Peng, Shaoning Pang
Chunk incremental IDR/QR LDA learning. 1-8 - Montassar Ben Messaoud
Active learning of causal Bayesian networks using ontologies: A case study. 1-8 - Thomas Guthier, Volker Willert, Andrea Schnall, Karel Kreuter
Non-negative sparse coding for motion extraction. 1-8 - Shuhei Kimura, Masanao Sato
Development of an efficient parameter estimation method for the inference of Vohradský's neural network models of genetic networks. 1-6 - Juan R. Castro
A class of interval type-2 fuzzy neural networks illustrated with application to non-linear identification. 1-6 - Regina R. Parente, Anne M. P. Canuto, João Carlos Xavier Jr.:
Characterization measures of ensemble systems using a meta-learning approach. 1-8 - Suhas E. Chelian, Narayan Srinivasa:
A spiking thalamus model for form and motion processing of images. 1-6 - Rohitash Chandra
Adaptive problem decomposition in cooperative coevolution of recurrent networks for time series prediction. 1-8 - Thomas Sharp, Steve B. Furber
Correctness and performance of the SpiNNaker architecture. 1-8 - Zhicheng Yan, Yizhou Yu:
Sparse similarity matrix learning for visual object retrieval. 1-8 - Bo Li, Jin Liu, Zhong-Qiu Zhao, Wensheng Zhang:
Locally linear representation Fisher criterion. 1-7 - Mark Eastwood, Chrisina Jayne
Restricted Boltzmann machines for pre-training deep Gaussian networks. 1-8 - Hao Liu, Masahito Kurihara, Satoshi Oyama, Haruhiko Sato:
An incremental self-organizing neural network based on enhanced competitive Hebbian learning. 1-8 - Tuve Löfström
Effective utilization of data in inductive conformal prediction using ensembles of neural networks. 1-8 - Feng Ji, Hai (Helen) Li
Memristor-based synapse design and a case study in reconfigurable systems. 1-6 - Xiaofeng Lin, Nuyun Cao, Yuzhang Lin:
Neural network based finite horizon optimal control for a class of nonlinear systems with state delay and control constraints. 1-6 - Flavia R. B. Araújo, Hansenclever de F. Bassani
Learning vector quantization with local adaptive weighting for relevance determination in Genome-Wide association studies. 1-8 - Lorenzo Livi
Dissimilarity space embedding of labeled graphs by a clustering-based compression procedure. 1-8 - Karthikeyan Balasubramaniam, Ganesh Kumar Venayagamoorthy
Cellular neural network based situational awareness system for power grids. 1-8 - Xiangnan Zhong, Haibo He, Danil V. Prokhorov
Robust controller design of continuous-time nonlinear system using neural network. 1-8 - Juan Diego Sanchez-Torres
Recurrent neural networks with fixed time convergence for linear and quadratic programming. 1-5 - Fillipe M. Rodrigues, Araken de Medeiros Santos, Anne M. P. Canuto:
Using confidence values in multi-label classification problems with semi-supervised learning. 1-8 - Masatoshi Minakawa, Bisser Raytchev
Image sequence recognition with active learning using uncertainty sampling. 1-6 - Zhao Zhang
Handwriting representation and recognition through a sparse projection and low-rank recovery framework. 1-8 - Ernst M. Kussul
Face recognition improvement with distortions of images in training set. 1-6 - Iveta Mrázová
Can N-dimensional convolutional neural networks distinguish men and women better than humans do? 1-8 - Thomas Lampe, Martin A. Riedmiller:
Acquiring visual servoing reaching and grasping skills using neural reinforcement learning. 1-8 - Vladimir Nikulin, Nicoleta Rogovschi, Nistor Grozavu:
Incremental learning from several different microarrays. 1-7 - Sepehr Jalali, Paul J. Seekings, Cheston Tan
The use of optical and sonar images in the human and dolphin brain for image classification. 1-8 - Mousmita Sarma, Kandarpa Kumar Sarma
Speaker identification model for Assamese language using a neural framework. 1-7 - Ana Silva, Cristina P. Santos
Modeling disinhibition within a layered structure of the LGMD neuron. 1-7 - Diego Hernán Peluffo-Ordóñez
Kernel spectral clustering for dynamic data using multiple kernel learning. 1-6 - Elia Yathie Matsumoto, Emílio Del Moral Hernandez:
Using neural networks committee machines to improve outcome prediction assessment in nonlinear regression. 1-8 - Dingran Lu, Xiao-Hua Yu
Multi-circle detection for bladder cancer diagnosis based on artificial immune systems. 1-7 - Leandro Augusto da Silva, Edson C. Kitani, Emilio Del-Moral-Hernandez:
Fine-tuning of the SOMkNN classifier. 1-7 - Songyun Xie, Fangshi Zhu
A spatial selective visual attention pattern recognition method based on joint short SSVEP. 1-7 - Luciano D. S. Pacífico
Evolutionary extreme learning machine based on particle swarm optimization and clustering strategies. 1-6 - Tan Vo, Dat Tran
Object recognition in a context-aware application. 1-8 - Wentao Fan
Variational learning of finite Beta-Liouville mixture models using component splitting. 1-8 - Agostino Gibaldi
Population coding for a reward-modulated Hebbian learning of vergence control. 1-8 - Yara Rizk, Nicholas Mitri, Mariette Awad
A local mixture based SVM for an efficient supervised binary classification. 1-8 - Cesare Alippi, Li Bu, Dongbin Zhao:
A prior-free encode-decode change detection test to inspect datastreams for concept drift. 1-6 - David Santillán Sánchez
Dam seepage analysis based on artificial neural networks: The hysteresis phenomenon. 1-8 - Youlu Xing, Furao Shen, Jinxi Zhao:
A perception evolution network for unsupervised fast incremental learning. 1-8 - V. Macário, G. F. P. Silva, Milena R. P. Souza, Cleber Zanchettin
Metaclasses and zoning for handwritten document recognition. 1-5 - Deli Pei, Huaping Liu, Yulong Liu, Fuchun Sun:
Unsupervised multimodal feature learning for semantic image segmentation. 1-6 - Jorge D. Rios
Real-time discrete neural identifier for a linear induction motor using a dSPACE DS1104 board. 1-6 - Qian Liu, Cameron Patterson, Steve B. Furber
Modeling populations of spiking neurons for fine timing sound localization. 1-8 - Andreas Lang, Kenneth O. Stanley:
NeuroEvolutionary meta-optimization. 1-8 - Anastassia Angelopoulou
Adaptive learning in motion analysis with self-organising maps. 1-7 - Reza Shoja Ghiass, Ognjen Arandjelovic
Infrared face recognition: A literature review. 1-10 - Vitor B. Azevedo, Alberto F. De Souza
Real-time road surface mapping using stereo matching, v-disparity and machine learning. 1-8 - David C. Reid
Spiking neural networks for financial data prediction. 1-10 - Paolo Arena, Salvatore Maceo, Luca Patané
A spiking network for spatial memory formation: Towards a fly-inspired ellipsoid body model. 1-6 - Pedro Henrique Gouvêa Coelho
Neural equalizer trained by the artificial immune system learning algorithm. 1-4 - Guyue Mi, Pengtao Zhang, Ying Tan
A multi-resolution-concentration based feature construction approach for spam filtering. 1-8 - Sergio Lew, Hernan G. Rey
Neuronal mechanisms underlying exploration-exploitation strategies in operant learning. 1-6 - Patrick C. Connor, Thomas Trappenberg
Biologically plausible feature selection through relative correlation. 1-8 - Wei Wang, Bin Hu, Zhijun Yao, Mike Jackson, Ruiyue Liu, Chuanjiang Liang:
Dysfunctional neural activity and connection patterns in attention deficit hyperactivity disorder: A resting state fMRI study. 1-6 - Tao Ban, Ryoichi Isawa, Shanqing Guo, Daisuke Inoue, Koji Nakao:
Application of string kernel based support vector machine for malware packer identification. 1-8 - Jiqian Liu, Caixia Zhang, Yunde Jia:
Structural information processing in early vision using Hebbian-based mean shift. 1-6 - Mohammad Abu Jami'in
Deep searching for parameter estimation of the linear time invariant (LTI) system by using Quasi-ARX neural network. 1-5 - Mohammed I. Abouheaf
Approximate dynamic programming solutions of multi-agent graphical games using actor-critic network structures. 1-8 - Cristian Rodrìguez Rivero
Analysis of a Gaussian process and feed-forward neural networks based filter for forecasting short rainfall time series. 1-6 - Tao Zhu, Furao Shen, Jinxi Zhao:
An incremental learning face recognition system for single sample per person. 1-6 - Yasin I. Rosowsky, Robert E. Smith:
Rejection based support vector machines for financial time series forecasting. 1-7 - Ming-Bo Zhao, Zhao Zhang, Zhao Zhang
Learning from local and global discriminative information for semi-supervised dimensionality reduction. 1-8 - A. Ravishankar Rao, Guillermo A. Cecchi:
Capacity limits in oscillatory networks: Implications for sensory coding. 1-8 - Aurele Balavoine, Christopher J. Rozell, Justin K. Romberg:
Convergence of a neural network for sparse approximation using the nonsmooth Łojasiewicz inequality. 1-8 - Everson Verissimo, Diogo da Silva Severo, George D. C. Cavalcanti, Tsang Ing Ren:
Diversity in task decomposition: A strategy for combining mixtures of experts. 1-5 - Youwei Zheng, Lars Schwabe:
Shaping synaptic learning by the duration of the postsynaptic action potential. 1-5 - Alexander Grushin, Derek Monner, James A. Reggia, Ajay Mishra:
Robust human action recognition via long short-term memory. 1-8 - M. R. Amin-Naseri, Ehsan Ardjmand
Training the feedforward neural network using unconscious search. 1-7 - Vehbi Calayir, Tom Jackson, Augusto Tazzoli, Gianluca Piazza
Neurocomputing and associative memories based on ovenized aluminum nitride resonators. 1-8 - Daijiro Aoki, Toshiaki Omori, Seiichi Ozawa:
A robust incremental principal component analysis for feature extraction from stream data with missing values. 1-8 - Lei Meng, Ah-Hwee Tan
Vigilance adaptation in adaptive resonance theory. 1-7 - Ulf Johansson, Tuve Löfström
Random brains. 1-8 - Stephen Grossberg:
Behavioral economics and neuroeconomics: Cooperation, competition, preference, and decision making. 1-5 - Lin Chang, Yu Chong-xiu:
Modified self-organizing mixture network for probability density estimation and classification. 1-6 - Kasun Gunawardana, Jayantha Rajapakse, Damminda Alahakoon:
Brain-inspired self-organizing model for incremental learning. 1-8 - Francisco J. Maldonado, Stephen Oonk:
Self-learning and neural network adaptation by embedded collaborative learning engine (eCLE) - An overview. 1-8 - Sebastian Houben, Johannes Stallkamp, Jan Salmen, Marc Schlipsing, Christian Igel:
Detection of traffic signs in real-world images: The German traffic sign detection benchmark. 1-8 - Marco Antonelli
Application of the visuo-oculomotor transformation to ballistic and visually-guided eye movements. 1-8 - Jean-Charles Lamirel:
Dealing with highly imbalanced textual data gathered into similar classes. 1-7 - Kristofor D. Carlson, Micah Richert, Nikil D. Dutt
Biologically plausible models of homeostasis and STDP: Stability and learning in spiking neural networks. 1-8 - Laurent Candillier, Vincent Lemaire:
Active learning in the real-world design and analysis of the Nomao challenge. 1-8 - Pingping Zhu, José C. Príncipe:
Analysis on extended kernel recursive least squares algorithm. 1-4 - Peng Cao, Dazhe Zhao, Osmar R. Zaïane:
Measure optimized wrapper framework for multi-class imbalanced data learning: An empirical study. 1-8 - Eric S. Kuebler
Stimulus discrimination in networks of spiking neurons. 1-8 - Michael D. Thomure, Melanie Mitchell, Garrett T. Kenyon
On the role of shape prototypes in hierarchical models of vision. 1-6 - Ola Amayri, Nizar Bouguila:
Online news topic detection and tracking via localized feature selection. 1-8 - Vishwanathan Mohan, Giulio Sandini
On the interplay between "learning, memory, prospection and abstraction" in cumulatively learning baby humanoids. 1-10 - Shizhun Yang, Chenping Hou, Changshui Zhang, Yi Wu, Shifeng Weng:
Robust non-negative matrix factorization via joint sparse and graph regularization. 1-5 - Yoichi Hayashi, Ryusuke Sato, Sushmita Mitra
A new approach to three ensemble neural network rule extraction using recursive-rule extraction algorithm. 1-7 - Chao-Hui Huang:
Pose estimation for vertebral mobility analysis using eXclusive-ICA based boosting (XICABoost) algorithm. 1-5 - Trung Le, Dat Tran
Maximal margin learning vector quantisation. 1-6 - Mohamad Ghassany, Nistor Grozavu, Younès Bennani
Collaborative multi-view clustering. 1-8 - Stephen Grossberg:
John Taylor, learning, attention, and consciousness. 1-3 - Dao Lam, Donald C. Wunsch:
Unsupervised feature learning classification using an extreme learning machine. 1-5 - Chi-Chung Cheung, Andrew K. Lui
Solving the local minimum and flat-spot problem by modifying wrong outputs for feed-forward neural networks. 1-7 - Hiroshi Ninomiya:
Dynamic sample size selection based quasi-Newton training for highly nonlinear function approximation using multilayer neural networks. 1-6 - Leonid I. Perlovsky, N. Masataka, Michel Cabanac:
Is cognitive dissonance compatible with human evolution? 1-3 - Min Han, Xinying Wang:
Robust neural predictor for noisy chaotic time series prediction. 1-5 - Botond Bocsi, Lehel Csató, Jan Peters
Alignment-based transfer learning for robot models. 1-7 - Mashud Rana
Prediction intervals for electricity load forecasting using neural networks. 1-8 - Sohrob Kazerounian, Matthew D. Luciw, Mathis Richter, Yulia Sandamirskaya
Autonomous reinforcement of behavioral sequences in neural dynamics. 1-8 - Junchao Lv, Qiang Wang, Joshua Zhexue Huang:
A hybrid optimization method for acceleration of building linear classification models. 1-8 - Ming-Bo Zhao, Zhao Zhang
A soft label based linear discriminant analysis for semi-supervised dimensionality reduction. 1-8 - Ivo Grondman, Hao Xu, Sarangapani Jagannathan, Robert Babuska:
Solutions to finite horizon cost problems using actor-critic reinforcement learning. 1-7 - Irena Koprinska
Combining pattern sequence similarity with neural networks for forecasting electricity demand time series. 1-8 - João Carlos Xavier Jr., Anne M. P. Canuto, Noriedson D. Almeida, Luiz Marcos Garcia Gonçalves
A comparative analysis of dissimilarity measures for clustering categorical data. 1-8 - How Jing, Yu Tsao
Sparse maximum entropy deep belief nets. 1-6 - Jorge Dávila-Chacón, Sven Magg, Jindong Liu, Stefan Wermter:
Neural and statistical processing of spatial cues for sound source localisation. 1-8 - Christophe Tremblay, M. Dorville, K. Myers Stewart, Sylvain Chartier
Spreading activation and sparseness in a bidirectional associative memory. 1-7 - Sara Ghanavati, Jemal H. Abawajy, Davood Izadi:
A fuzzy technique to control congestion in WSN. 1-5 - Nizar Ajeeb, Ammar Nayal, Mariette Awad
Minority SVM for linearly separable imbalanced datasets. 1-5 - Guoqiang Xu, Furao Shen, Jinxi Zhao:
The effect of methods addressing the class imbalance problem on P300 detection. 1-5 - Zhao Zhang
ColorPCA: Color principal feature extraction technique for color image reconstruction and recognition. 1-7 - Chi-Chung Cheung, Sin Chun Ng
A new fast learning algorithm with promising global convergence capability for feed-forward neural networks. 1-6 - Michiel Boes, Damiano Oldoni
A biologically inspired recurrent neural network for sound source recognition incorporating auditory attention. 1-8 - Arash Marzi, Elham Marzi, Hosein Marzi:
Achieving CO2 emission targets for energy consumption at Canadian manufacturing and beyond; using hybrid optimization model. 1-5 - Laurence Morissette, Sylvain Chartier
FEBAMSOM-BAM∗: Neural network model of human categorization of the N-bits parity problem. 1-5 - Horacio Emilio Pérez Sánchez
Improving drug discovery using a neural networks based parallel scoring function. 1-5 - Mathieu Lefort, Yann Boniface, Bernard Girau:
SOMMA: Cortically inspired paradigms for multimodal processing. 1-8 - Alexander D. Rast, Johannes Partzsch, Christian Mayr, Johannes Schemmel
A location-independent direct link neuromorphic interface. 1-8 - Timur Chabuk, James A. Reggia:
The added value of gating in evolved neurocontrollers. 1-8 - Jia Wu
Self-adaptive probability estimation for Naive Bayes classification. 1-8 - Tarek M. Taha, Raqibul Hasan, Chris Yakopcic, Mark R. McLean:
Exploring the design space of specialized multicore neural processors. 1-8 - Wentao Fan
Unsupervised feature selection for proportional data clustering via expectation propagation. 1-8 - Marco Frasca
A neural network based algorithm for gene expression prediction from chromatin structure. 1-8 - Innocent Sizo Duma, Bhekisipho Twala
Predictive modeling for default risk using a multilayered feedforward neural network with Bayesian regularization. 1-10 - Qiming Zhao, Hao Xu, Travis Dierks, Sarangapani Jagannathan:
Finite-horizon neural network-based optimal control design for affine nonlinear continuous-time systems. 1-6 - Jongmin Lee, Pingping Zhu, José C. Príncipe:
A parameter-free kernel design based on cumulative distribution function for correntropy. 1-5 - Zejia Zheng, Kui Qian, Juyang Weng, Zhengyou Zhang:
Modeling the effects of neuromodulation on internal brain areas: Serotonin and dopamine. 1-8 - Sheng Y. Lundquist, Dylan M. Paiton, Brennan M. Nowers, Peter F. Schultz, Steven P. Brumby, Anders M. Jorgensen
Biologically inspired distributed sensor networks: Collective signal amplification via ultra-low bandwidth spike-based communication. 1-9 - Saed Hussain, Maizura Mokhtar
Aircraft sensor estimation for fault tolerant flight control system using fully connected cascade neural network. 1-8 - Yilda Irizarry-Valle, Alice Cline Parker, Jonathan Joshi:
A CMOS neuromorphic approach to emulate neuro-astrocyte interactions. 1-7 - Faicel Chamroukhi
Robust EM algorithm for model-based curve clustering. 1-8 - Jon H. Roach, Robert J. Marks II, Benjamin Thompson:
Tactical task allocation and resource management in non-stationary swarm dynamics. 1-5 - Alexis Bondu, Marc Boullé, Benoît Grossin:
SAXO: An optimized data-driven symbolic representation of time series. 1-9 - B. Shamima, Ramaswamy Savitha, Suresh Sundaram, Saras Saraswathi:
Protein secondary structure prediction using a fully complex-valued relaxation network. 1-8 - Amir Mohammad Amiri, Giuliano Armano:
Early diagnosis of heart disease using classification and regression trees. 1-4 - Kou-Yuan Huang, Kai-Ju Chen, Jia-Rong Yang:
Genetic algorithm for seismic velocity picking. 1-8 - Syed Usman Ahmed, Usman Ali Malik, Mazhar Iqbal
A guided autowave PCNN for improved real time path planning. 1-7 - Alex Doboli, Simona Doboli
Dual-process architecture for reasoning in design innovation problems. 1-8 - Yuichiro Toda
Feature extraction based on hierarchical growing neural gas for informationally structured space. 1-7 - Kiran V. Byadarhaly, Ali A. Minai
A hierarchical model of synergistic motor control. 1-8 - Panagiotis C. Petrantonakis, Athanasia Papoutsi, Panayiota Poirazi
Towards predicting persistent activity of neurons by statistical and fractal dimension-based features. 1-6 - Adam W. Lester, Michael D. Howard, Jean-Marc Fellous, Rajan Bhattacharyya:
A computational model of perirhinal cortex: Gating and repair of input to the hippocampus. 1-9 - Fabiano Berardo de Sousa, Liang Zhao
Investigation of complex dynamics in a recurrent neural network with network community structure and asymmetric weight matrix. 1-7 - Nadine Hajj, Mariette Awad
Weighted entropy cortical algorithms for isolated Arabic speech recognition. 1-7 - Tatsuya Yokota, Toru Wakahara, Yukihiko Yamashita:
Heteroscedastic Gaussian based correction term for fisher discriminant analysis and its kernel extension. 1-8 - Sarjoun Doumit, Nagendra Marupaka, Ali A. Minai
Thinking in prose and poetry: A semantic neural model. 1-8 - Oscar Castillo
Neuro-fuzzy fitness in a genetic algorithm for optimal fuzzy controller design. 1-5 - Hui Wei, Heng Wu:
A neurocomputing model for ganglion cell's color opponency mechanism and its application in image analysis. 1-8 - Ying Wen, Bradley S. Peterson, Dongrong Xu:
A highly accurate, optical flow-based algorithm for nonlinear spatial normalization of diffusion tensor images. 1-8 - Walter J. Freeman:
John Gerald Taylor: Comrade, polymath, and consummate neuroscientist - Reminiscences of life together under the Aegis of INNS. 1-3 - John P. McCaffery, Anthony S. Maida:
Toward a causal topic model for video scene analysis. 1-8
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