| 1998 | - | Computational simulations of the emergence of grammar - Batali | :: | 99 |
| 2002 | - | Learning, Bottlenecks and the Evolution of Recursive Syntax - Kirby | :: | 86 |
| 2002 | - | The Faculty of Language: What Is It, Who Has It, and How Did It Evolve? - Hauser,Chomsky,Fitch | :: | 82 |
| 1992 | - | Evolution of Communication in Artificial Organisms - Werner,Dyer | :: | 82 |
| 1992 | - | Synthetic Ethology: An approach to the study of communication - MacLennan | :: | 56 |
| 1980 | - | Rules and Representations - Chomsky | :: | 55 |
| 1990 | - | Finding structure in time - Elman | :: | 49 |
| 1972 | - | Language and Mind - Chomsky | :: | 42 |
| 2000 | - | Grammatical Acquisition: Inductive Bias and Coevolution of Language and the Language Acquisition Device - Briscoe | :: | 36 |
| 2002 | - | The cultural evolution of communication in a population of neural networks - Smith | :: | 27 |
| 2003 | - | Complex Systems in Language Evolution: the cultural emergence of compositional structure - Smith,Brighton,Kirby | :: | 20 |
| 1975 | - | The Language of Thought - Fodor | :: | 19 |
| 2000 | - | Explaining language change: an evolutionary approach - Croft | :: | 14 |
| 2002 | - | Natural selection and cultural selection in the evolution of communication - Smith | :: | 12 |
| 1956 | - | Three models for the description of language - Chomsky | :: | 12 |
| 2001 | - | Self-Organizing Maps - Kohonen | :: | 10 |
| 1993 | - | Grounding symbols in the analog world with neural nets - Harnad | :: | 6 |
| 1990 | - | Recursive distributed representations - Pollack | :: | 5 |
| 2000 | - | Conceptual Spaces: The Geometry of Thought - Gardenfors | :: | 4 |
| 1980 | - | Behavioral and Brain Sciences - Searle,Searle,Searle | :: | 2 |
| 2006 | - | Understanding Linguistic Evolution by Visualizing the Emergence of Topographic Mappings - Brighton,Kirby | :: | 2 |
| 1990 | - | Tensor product variable binding and the representation of symbolic structures in connectionist systems - Smolensky | :: | 2 |
| 1988 | - | Competitive learning: from interactive activation to adaptive resonance - Grossberg | :: | 2 |
| 2001 | - | Binding and normalization of binary sparse distributed representations by context-dependent thinning - Rachkovskij,Kussul | :: | 1 |
| 1999 | - | Connectionist sentence processing in perspective - Steedman | :: | 1 |
| 1986 | - | The appeal of parallel distributed processing - McClelland,Rumelhart,Hinton | :: | 1 |
| 2003 | - | Holographic Reduced Representation: Distributed Representation for Cognitive Science - Plate | :: | 1 |
| 1997 | - | A solution to plato's problem: The latent semantic analysis theory of the acquisition, induction, and representation of knowledge - Landauer,Dumais | :: | 1 |
| 1984 | - | Distributed representations - Hinton | :: | 1 |
| 1987 | - | Serial order effects in a distributed-memory model - Murdock | :: | 1 |
| 1986 | - | Learning internal representation by error propagation - Rumelhart,Hinton,Williams | :: | 1 |
| 1990 | - | Faithful Representations and Topographic Maps - VanHulle | :: | 1 |
| 1994 | - | The binary spatter code for encoding concepts at many levels - Kanerva | :: | 1 |
| 1989 | - | Memory for serial order - Lewandowsky,Murdock | :: | 1 |
| 1998 | - | Multiplicative binding, representation operators, and analogy - Gayler | :: | 1 |