| 1990 | - | Natural language and natural selection - Pinker,Bloom | :: | 168 |
| 1994 | - | Innate biases and critical periods: Combining evolution and learning in the acquisition of syntax - Batali | :: | 46 |
| 1993 | - | Learning and development in neural networks: The importance of starting small - Elman | :: | 33 |
| 1994 | - | Infinite Languages, Finite Minds: Connectionism, Learning and Linguistic Structure - Christiansen | :: | 25 |
| 1996 | - | A computational study of cross-situational techniques for learning word-to-meaning mappings - Siskind | :: | 24 |
| 2004 | - | Constructivist Development of Grounded Construction Grammars - Steels | :: | 23 |
| 2000 | - | Evolutionary Perspectives on Diachronic Syntax - Briscoe | :: | 17 |
| 1998 | - | Models of the Emergence of Language - MacWhinney | :: | 6 |
| 2008 | - | Language as shaped by the brain - Christiansen,Chater | :: | 5 |
| 2005 | - | The nature of the language faculty and its implications for evolution of language (Reply to Fitch, Hauser, and Chomsky) - Jackendoff,Pinker | :: | 5 |
| 2000 | - | A connectionist simulation of the empirical acquisition of grammatical relations - Morris,Cottrell,Elman | :: | 3 |
| 1999 | - | Using Syntax to Learn Semantics: An Experiment in Language Acquisition with a Mobile Robot - Oates,Eyler-Walker,Cohen | :: | 3 |
| 2008 | - | The Emergence of Semantic Roles in Fluid Construction Grammar - van Trijp | :: | 2 |
| 2005 | - | Grounding words in perception and action: computational insights - Roy | :: | 2 |
| 2005 | - | Acquisition and evolution of quasi-regular languages: two puzzles for the price of one - Roberts,Onnis,Chater | :: | 1 |
| 1999 | - | Cognitive linguistics and connectionist models of language acquisition - Smith | :: | 1 |
| 2005 | - | The role of construction grammar in language grounding - Steels | :: | 1 |
| 2008 | - | Argumentsstruktur in der Fluid Construction Grammar - van Trijp | :: | 1 |
| 2005 | - | Multiple-cue integration in language acquisition: A connectionist model of speech segmentation and rule-like behavior - Christiansen,Conway,Curtin | :: | 1 |
| 2008 | - | Analogy and Multi-Level Selection in the Formation of a Case Grammar. A Case Study in Fluid Construction Grammar - van Trijp | :: | |
| 2005 | - | Static mental representations in recurrent neural networks for the control of dynamic behavioural sequences - Kuhn,Cruse | :: | |
| 2004 | - | Colour Terms, Syntax and Bayes: Modelling Acquisition and Evolution - Dowman | :: | |