International Journal of Neural Systems

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#	Title	Journal	Year	Citations
1	GAUSSIAN PROCESSES FOR MACHINE LEARNING	International Journal of Neural Systems	2004	727
2	NEURAL NETWORKS, PRINCIPAL COMPONENTS, AND SUBSPACES	International Journal of Neural Systems	1989	705
3	A Neural Network Method for Identification of Prokaryotic and Eukaryotic Signal Peptides and Prediction of their Cleavage Sites	International Journal of Neural Systems	1997	645
4	SPIKING NEURAL NETWORKS	International Journal of Neural Systems	2009	608
5	A FAST FIXED-POINT ALGORITHM FOR INDEPENDENT COMPONENT ANALYSIS OF COMPLEX VALUED SIGNALS	International Journal of Neural Systems	2000	557
6	PREDICTING THE FUTURE: A CONNECTIONIST APPROACH	International Journal of Neural Systems	1990	545
7	A NEW METHOD FOR MAPPING OPTIMIZATION PROBLEMS ONTO NEURAL NETWORKS	International Journal of Neural Systems	1989	373
8	KERNEL AND NONLINEAR CANONICAL CORRELATION ANALYSIS	International Journal of Neural Systems	2000	332
9	FREQUENCY RECOGNITION IN SSVEP-BASED BCI USING MULTISET CANONICAL CORRELATION ANALYSIS	International Journal of Neural Systems	2014	311
10	Ensembles of Deep Learning Architectures for the Early Diagnosis of the Alzheimer’s Disease	International Journal of Neural Systems	2016	289
11	A HIGH-SPEED BRAIN SPELLER USING STEADY-STATE VISUAL EVOKED POTENTIALS	International Journal of Neural Systems	2014	287
12	APPLICATION OF NON-LINEAR AND WAVELET BASED FEATURES FOR THE AUTOMATED IDENTIFICATION OF EPILEPTIC EEG SIGNALS	International Journal of Neural Systems	2012	279
13	APPLICATION OF RECURRENCE QUANTIFICATION ANALYSIS FOR THE AUTOMATED IDENTIFICATION OF EPILEPTIC EEG SIGNALS	International Journal of Neural Systems	2011	271
14	AN OPTIMIZATION SPIKING NEURAL P SYSTEM FOR APPROXIMATELY SOLVING COMBINATORIAL OPTIMIZATION PROBLEMS	International Journal of Neural Systems	2014	261
15	BACKPROPAGATION LEARNING FOR MULTILAYER FEED-FORWARD NEURAL NETWORKS USING THE CONJUGATE GRADIENT METHOD	International Journal of Neural Systems	1991	252
16	CLASSIFICATION OF MENTAL TASKS FROM EEG SIGNALS USING EXTREME LEARNING MACHINE	International Journal of Neural Systems	2006	222
17	EVOLUTIONARY ARTIFICIAL NEURAL NETWORKS	International Journal of Neural Systems	1993	220
18	An Experimental Review on Deep Learning Architectures for Time Series Forecasting	International Journal of Neural Systems	2021	218
19	SPAN: SPIKE PATTERN ASSOCIATION NEURON FOR LEARNING SPATIO-TEMPORAL SPIKE PATTERNS	International Journal of Neural Systems	2012	215
20	A First Application of Independent Component Analysis to Extracting Structure from Stock Returns	International Journal of Neural Systems	1997	207
21	NONLINEAR GATED EXPERTS FOR TIME SERIES: DISCOVERING REGIMES AND AVOIDING OVERFITTING	International Journal of Neural Systems	1995	202
22	NEURAL NETWORK MODELS FOR EARTHQUAKE MAGNITUDE PREDICTION USING MULTIPLE SEISMICITY INDICATORS	International Journal of Neural Systems	2007	197
23	APPLICATION OF EMPIRICAL MODE DECOMPOSITION (EMD) FOR AUTOMATED DETECTION OF EPILEPSY USING EEG SIGNALS	International Journal of Neural Systems	2012	196
24	AUTOMATIC DETECTION OF EPILEPTIC EEG SIGNALS USING HIGHER ORDER CUMULANT FEATURES	International Journal of Neural Systems	2011	170
25	NETWORK DYNAMICS AND SYNCHRONOUS ACTIVITY IN CULTURED CORTICAL NEURONS	International Journal of Neural Systems	2007	167
26	Sparse Bayesian Learning for Obtaining Sparsity of EEG Frequency Bands Based Feature Vectors in Motor Imagery Classification	International Journal of Neural Systems	2017	166
27	A MODEL OF GRID CELLS BASED ON A TWISTED TORUS TOPOLOGY	International Journal of Neural Systems	2007	164
28	APPLICATIONS OF SUPPORT VECTOR MACHINES TO CANCER CLASSIFICATION WITH MICROARRAY DATA	International Journal of Neural Systems	2005	162
29	Neonatal Seizure Detection Using Deep Convolutional Neural Networks	International Journal of Neural Systems	2019	157
30	Spiking Neural P Systems with Communication on Request	International Journal of Neural Systems	2017	151
31	APPLICATION OF HIGHER ORDER CUMULANT FEATURES FOR CARDIAC HEALTH DIAGNOSIS USING ECG SIGNALS	International Journal of Neural Systems	2013	150
32	Visibility Graph from Adaptive Optimal Kernel Time-Frequency Representation for Classification of Epileptiform EEG	International Journal of Neural Systems	2017	147
33	ANALYSIS AND AUTOMATIC IDENTIFICATION OF SLEEP STAGES USING HIGHER ORDER SPECTRA	International Journal of Neural Systems	2010	145
34	AUTOMATIC IDENTIFICATION OF EPILEPTIC AND BACKGROUND EEG SIGNALS USING FREQUENCY DOMAIN PARAMETERS	International Journal of Neural Systems	2010	145
35	AUTOMATED DIAGNOSIS OF NORMAL AND ALCOHOLIC EEG SIGNALS	International Journal of Neural Systems	2012	140
36	CONTROL OF SYNCHRONIZATION OF BRAIN DYNAMICS LEADS TO CONTROL OF EPILEPTIC SEIZURES IN RODENTS	International Journal of Neural Systems	2009	133
37	Stress Detection Using Wearable Physiological and Sociometric Sensors	International Journal of Neural Systems	2017	132
38	Data Mining of Inputs: Analysing Magnitude and Functional Measures	International Journal of Neural Systems	1997	125
39	Early Seizure Detection Algorithm Based on Intracranial EEG and Random Forest Classification	International Journal of Neural Systems	2015	123
40	Control of a 7-DOF Robotic Arm System With an SSVEP-Based BCI	International Journal of Neural Systems	2018	123
41	EFFICIENT HIGHER-ORDER NEURAL NETWORKS FOR CLASSIFICATION AND FUNCTION APPROXIMATION	International Journal of Neural Systems	1992	122
42	A Neural Network Based Artificial Vision System for Licence Plate Recognition	International Journal of Neural Systems	1997	122
43	RECURRENT NEURAL NETWORKS ARE UNIVERSAL APPROXIMATORS	International Journal of Neural Systems	2007	120
44	Temporal Backpropagation for Spiking Neural Networks with One Spike per Neuron	International Journal of Neural Systems	2020	120
45	A P300 Brain–Computer Interface Based on a Modification of the Mismatch Negativity Paradigm	International Journal of Neural Systems	2015	119
46	ADVANCES IN BLIND SOURCE SEPARATION (BSS) AND INDEPENDENT COMPONENT ANALYSIS (ICA) FOR NONLINEAR MIXTURES	International Journal of Neural Systems	2004	118
47	TWO-STAGE BIOMETRIC AUTHENTICATION METHOD USING THOUGHT ACTIVITY BRAIN WAVES	International Journal of Neural Systems	2008	115
48	AUTOMATED DIAGNOSIS OF EPILEPSY USING CWT, HOS AND TEXTURE PARAMETERS	International Journal of Neural Systems	2013	113
49	MODULAR NEURAL NETWORKS: A SURVEY	International Journal of Neural Systems	1999	112
50	PREDICTION OF PARKINSON'S DISEASE TREMOR ONSET USING A RADIAL BASIS FUNCTION NEURAL NETWORK BASED ON PARTICLE SWARM OPTIMIZATION	International Journal of Neural Systems	2010	110

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