Connection Science

5.0(top 5%)

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851(top 20%)

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18.0K(top 10%)

citations

66(top 10%)

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5.1(top 5%)

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1.0K

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19.5K

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106(top 10%)

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Top Articles

#	Title	Journal	Year	Citations
1	Developmental robotics: a survey	Connection Science	2003	512
2	Error Correlation and Error Reduction in Ensemble Classifiers	Connection Science	1996	460
3	Catastrophic Forgetting, Rehearsal and Pseudorehearsal	Connection Science	1995	445
4	On Combining Artificial Neural Nets	Connection Science	1996	365
5	How to do the Right Thing	Connection Science	1989	318
6	Resonance and the Perception of Musical Meter	Connection Science	1994	309
7	Dynamic Node Creation in Backpropagation Networks	Connection Science	1989	302
8	Using Relevance to Reduce Network Size Automatically	Connection Science	1989	286
9	Actively Searching for an Effective Neural Network Ensemble	Connection Science	1996	277
10	Experimental Analysis of the Real-time Recurrent Learning Algorithm	Connection Science	1989	236
11	Developmental robotics, optimal artificial curiosity, creativity, music, and the fine arts	Connection Science	2006	214
12	Ensemble Learning Using Decorrelated Neural Networks	Connection Science	1996	209
13	Syntactic Transformations on Distributed Representations	Connection Science	1990	200
14	Relational artifacts with children and elders: the complexities of cybercompanionship	Connection Science	2006	193
15	A constructive model for the development of joint attention	Connection Science	2003	182
16	A Recurrent Neural Network that Learns to Count	Connection Science	1999	178
17	Symbol Grounding or the Emergence of Symbols? Vocabulary Growth in Children and a Connectionist Net	Connection Science	1992	170
18	The Emergence of a 'Language' in an Evolving Population of Neural Networks	Connection Science	1998	169
19	Human Category Learning: Implications for Backpropagation Models	Connection Science	1993	151
20	Distributed, predictive perception of actions: a biologically inspired robotics architecture for imitation and learning	Connection Science	2003	147
21	High-level Inferencing in a Connectionist Network	Connection Science	1989	146
22	Rule Extraction: From Neural Architecture to Symbolic Representation	Connection Science	1995	144
23	Function Optimization using Connectionist Reinforcement Learning Algorithms	Connection Science	1991	140
24	Tests of an Adaptive Network Model for the Identification and Categorization of Continuous-dimension Stimuli	Connection Science	1994	134
25	Bootstrapping with Noise: An Effective Regularization Technique	Connection Science	1996	132
26	Neural Network Music Composition by Prediction: Exploring the Benefits of Psychoacoustic Constraints and Multi-scale Processing	Connection Science	1994	126
27	Towards Automated Artificial Evolution for Computer-generated Images	Connection Science	1994	125
28	Pseudo-recurrent Connectionist Networks: An Approach to the 'Sensitivity-Stability' Dilemma	Connection Science	1997	119
29	Better Living Through Chemistry: Evolving GasNets for Robot Control	Connection Science	1998	116
30	Tracing Recurrent Activity in Cognitive Elements (TRACE): a Model of Temporal Dynamics in a Cell Assembly	Connection Science	1991	114
31	Biologically plausible visual homing methods based on optical flow techniques	Connection Science	2005	113
32	Dimensional Relevance Shifts in Category Learning	Connection Science	1996	107
33	Principles of robotics: regulating robots in the real world	Connection Science	2017	106
34	Knowledge-based cascade-correlation: Using knowledge to speed learning	Connection Science	2001	105
35	Learning Recursive Distributed Representations for Holistic Computation	Connection Science	1991	103
36	Solution of the one-dimensional Bratu equation arising in the fuel ignition model using ANN optimised with PSO and SQP	Connection Science	2014	103
37	Tensor Product Production System: a Modular Architecture and Representation	Connection Science	1989	102
38	Density Plots of Hidden Value Unit Activations Reveal Interpretable Bands	Connection Science	1995	100
39	Perceptron Trees: A Case Study in Hybrid Concept Representations	Connection Science	1989	96
40	Nature-inspired computing approach for solving non-linear singular Emden–Fowler problem arising in electromagnetic theory	Connection Science	2015	96
41	Script Recognition with Hierarchical Feature Maps	Connection Science	1990	95
42	Construction of a Hexapod Robot with Cockroach Kinematics Benefits both Robotics and Biology	Connection Science	1998	92
43	Modelling social interaction as perceptual crossing: an investigation into the dynamics of the interaction process	Connection Science	2010	92
44	A multi-objective particle swarm optimisation for filter-based feature selection in classification problems	Connection Science	2012	89
45	Backpropagation Discrimination Geometric Analysis Interference Memory Modelling Neural Nets	Connection Science	1995	88
46	A constructivist approach to infants' vowel acquisition through mother–infant interaction	Connection Science	2003	87
47	Symbols Language Neural Networks Performance	Connection Science	1995	86
48	Semi-distributed Representations and Catastrophic Forgetting in Connectionist Networks	Connection Science	1992	85
49	From robotic toil to symbolic theft: Grounding transfer from entry-level to higher-level categories1	Connection Science	2000	85
50	A categorical approach to affective gesture recognition	Connection Science	2003	85

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