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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
, T. Martin McGinnity
, Yuhua Li
:
A hybrid forecasting approach using ARIMA models and self-organising fuzzy neural networks for capital markets. 1-7 - Noriyuki Muramoto, Teijiro Isokawa, Haruhiko Nishimura
, Nobuyuki Matsui:
On processing three dimensional data by quaternionic neural networks. 1-5 - Sergio Orts-Escolano
, Vicente Morell
, José García Rodríguez
, Miguel Cazorla
:
Point cloud data filtering and downsampling using growing neural gas. 1-8 - K. Suvarna Vani
, S. Durga Bhavani
:
Extraction of 2D-pattern signatures for protein folds. 1-8 - Devon K. Barrow
, Sven F. Crone:
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
, Patricia Melin
, Fevrier Valdez
, Oscar Castillo
:
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
, Adel M. Alimi
, Ajith Abraham:
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, K. Ouazzane, P. Patel:
Audio-visual fuzzy fusion for robust speech recognition. 1-8 - Rauf Izmailov
, Vladimir Vapnik, Akshay Vashist:
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
, Antonello Rizzi
:
Matching of time-varying labeled graphs. 1-8 - Erich Schikuta
, Erwin Mann:
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
, Danilo Macciò
, Roberto Marcialis:
Quasi-random sampling for approximate dynamic programming. 1-8 - Steven K. Esser, Alexander Andreopoulos, Rathinakumar Appuswamy, Pallab Datta, Davis Barch, Arnon Amir, John V. Arthur, Andrew Cassidy, Myron Flickner, Paul Merolla, Shyamal Chandra, Nicola Basilico
, Stefano Carpin, Tom Zimmerman, Frank Zee, Rodrigo Alvarez-Icaza, Jeffrey A. Kusnitz, Theodore M. Wong, William P. Risk, Emmett McQuinn, Tapan K. Nayak, Raghavendra Singh, Dharmendra S. Modha:
Cognitive computing systems: Algorithms and applications for networks of neurosynaptic cores. 1-10 - Omar Aguilar
, Rubén Tapia-Olvera
, Juan M. Ramirez, Antonio Valderrabano
:
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
, Ademir Felipe Teles, Jean-Marc Ginoux
:
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
, Jouko Kalmari, Arto Visala:
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 A. Ferreira
, Milde M. S. Lira, Manoel A. Carvalho:
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
, Thien Minh Nguyen:
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
, Dazhe Zhao, Xia Cui, Jinzhu Yang:
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
, Alessandro Ghio, Luca Oneto
, Sandro Ridella
:
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
, Cayo Fontana, Filipe Wall Mutz, Tiago Alves de Oliveira
, Mariella Berger, Avelino Forechi, Jorcy de Oliveira Neto, Edilson de Aguiar, Claudine Badue
:
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, Pallab Datta, William P. Risk, Andrew S. Cassidy, Jeffrey A. Kusnitz, Steven K. Esser, Alexander Andreopoulos, Theodore M. Wong, Myron Flickner, Rodrigo Alvarez-Icaza, Emmett McQuinn, Benjamin Shaw, Norm Pass, Dharmendra S. Modha:
Cognitive computing programming paradigm: A Corelet Language for composing networks of neurosynaptic cores. 1-10 - Blerim Emruli, Ross W. Gayler
, Fredrik Sandin:
Analogical mapping and inference with binary spatter codes and sparse distributed memory. 1-8 - Sepehr Jalali, Paul J. Seekings, Cheston Tan
, Hazel Z. W. Tan, Joo-Hwee Lim, Elizabeth A. Taylor:
Classification of marine organisms in underwater images using CQ-HMAX biologically inspired color approach. 1-8 - Zhao Lu
, Wen Yan:
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
, Mihai Nadin
:
Toward a neural network theory of emotional influences on creativity. 1-7 - Bruno U. Pedroni, Srinjoy Das, Emre Neftci
, Kenneth Kreutz-Delgado, Gert Cauwenberghs:
Neuromorphic adaptations of restricted Boltzmann machines and deep belief networks. 1-6 - Ahmed M. Allam, Hazem M. Abbas
, M. Watheq El-Kharashi:
Authenticated key exchange protocol using neural cryptography with secret boundaries. 1-8 - Khalid Iqbal, Xu-Cheng Yin
, Xuwang Yin, Hazrat Ali
, Hong-Wei Hao:
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
, Tien Tran, Khanh Nguyen, Wanli Ma
:
Fuzzy entropy semi-supervised support vector data description. 1-5 - Syed A. Yusuf
, David J. Brown, Alan Mackinnon, Richard Papanicolaou:
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
, Michael M. Li
:
Impact of variability in data on accuracy and diversity of neural network based ensemble classifiers. 1-5 - Hazem M. El-Bakry, Mohamed Hamada
:
Fast diagnosing of pediatric respiratory diseases by using high speed neural networks. 1-8 - Shuhui Li, Michael Fairbank, Xingang Fu, Donald C. Wunsch, Eduardo Alonso
:
Nested-loop neural network vector control of permanent magnet synchronous motors. 1-8 - Jacqueline Christmas, Richard M. Everson
, Rolando Rodriguez-Munoz, Tom Tregenza
:
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
, Simon Harding, Mikhail Frank, Alexander Förster
, Jürgen Schmidhuber:
Artificial neural networks for spatial perception: Towards visual object localisation in humanoid robots. 1-7 - Reza Shoja Ghiass, Ognjen Arandjelovic, Hakim Bendada, Xavier Maldague
:
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
, Jan-Ming Ho:
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
, João Luís Garcia Rosa, Denis Renato de Moraes Piazentin:
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
, Gibson B. N. Barbosa:
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
, Mohd Zaki Abdullah:
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
, Nancy Arana-Daniel
, Carlos López-Franco:
Neural-PSO second order sliding mode controller for unknown discrete-time nonlinear systems. 1-6 - Yin Song, Longbing Cao
, Junfu Yin, Cheng Wang
:
Extracting discriminative features for identifying abnormal sequences in one-class mode. 1-8 - Takashi Matsubara
, Hiroyuki Torikai:
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
, Antonis L. Theocharous
:
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
, Oscar Camacho Nieto
, Isaac Chairez
, Cornelio Yáñez
:
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
, Inés del Campo
, Javier Echanobe
, Faiyaz Doctor:
Multilevel adaptive neural network architecture for implementing single-chip intelligent agents on FPGAs. 1-9 - Khalid Iqbal, Xu-Cheng Yin
, Hong-Wei Hao, Qazi Mudassar Ilyas
:
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
, Jan Peters
:
Autonomous reinforcement learning with hierarchical REPS. 1-8 - Cristiano Cervellera, Danilo Macciò
, Roberto Marcialis:
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
, Qing Hui:
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
, Francesca Possemato, Lorenzo Livi
, Azzurra Sebastiani, Alessandro Giuliani
, Fabio Massimo Frattale Mascioli:
A dissimilarity-based classifier for generalized sequences by a granular computing approach. 1-8 - Ashfaqur Rahman
, Ritaban Dutta, Daniel V. Smith:
Exploring mineral domains with genetic algorithm. 1-8