| 1997 | - | The Symbolic Species: The Co-evolution of Language and the Brain - Deacon | :: | 142 |
| 2000 | - | Syntax without Natural Selection: How compositionality emerges from vocabulary in a population of learners - Kirby | :: | 81 |
| 1997 | - | Grounding adaptive language games in robotic agents - Steels,Vogt | :: | 74 |
| 1990 | - | The Symbol Grounding Problem - Harnad | :: | 70 |
| 1996 | - | Self-organizing vocabularies - Steels | :: | 67 |
| 1997 | - | Learning and the emergence of coordinated communication - Oliphant,Batali | :: | 61 |
| 1990 | - | Finding structure in time - Elman | :: | 49 |
| 2001 | - | The adaptive advantage of symbolic theft over sensorimotor toil: Grounding language in perceptual categories - Cangelosi,Harnad | :: | 31 |
| 1989 | - | Genetic algorithms in search, optimization, and machine learning - Goldberg | :: | 29 |
| 1999 | - | Collective learning and semiotic dynamics - Steels,Kaplan | :: | 25 |
| 2000 | - | From robotic toil to symbolic theft: Grounding transfer from entry-level to higher-level categories - Cangelosi,Greco,Harnad | :: | 21 |
| 1976 | - | The Language of thought - Fodor | :: | 19 |
| 1997 | - | An Artificial Life Approach to Language - Parisi | :: | 16 |
| 1999 | - | Toward a connectionist model of recursion in human linguistic performance - Christiansen,Chater | :: | 14 |
| 1969 | - | Basic color terms: Their universality and evolution - Berlin,Kay | :: | 11 |
| 1987 | - | Categorical perception: The groundwork of cognition - Harnad | :: | 11 |
| 1995 | - | Learned categorical perception in neural nets: Implications for symbol grounding - Harnad,Hanson,Lubin | :: | 9 |
| 1996 | - | The origin of words: A psychophysical hypothesis - Harnad | :: | 6 |
| 1978 | - | Symbolization, language, and Chimpanzees: A theoretical reevaluation on Initial language acquisition processes in four Young Pan troglodytes - Savage-Rumbaugh,Rumbaugh | :: | 5 |
| 2000 | - | Talking aibo: First experimentation of verbal interactions with an autonomous four-legged robot - Kaplan | :: | 4 |
| 1998 | - | Review of ``The Symbolic Species: The co-evolution of language and the human brain'', by Terrence Deacon, 1997 - Hurford | :: | 4 |
| 1984 | - | Computation and cognition - Pylyshyn | :: | 4 |
| 1997 | - | Warping similarity space in category learning by backprop nets - Tijsseling,Harnad | :: | 4 |
| 1994 | - | Influences of categorization of perceptual discrimination - Goldstone | :: | 4 |
| 1998 | - | Categorical perception effects induced by category learning - Andrews,Livingston,Harnad | :: | 4 |
| 1994 | - | Encoding shape and spatial relations: The role of receptive field size in coordinating complementary representations - Jacobs,Kosslyn | :: | 3 |
| 1991 | - | Categorical perception and the evolution of supervised learning in neural nets - Harnad,Hanson,Lubin | :: | 3 |
| 1997 | - | Warping similarity space in category learning by human subjects: The role of task difficulty - Pevtzow,Harnad | :: | 3 |
| 1998 | - | Evolution of a rapidly learned representation for speech - Nakisa,Plunkett | :: | 2 |
| 1982 | - | The Chinese room revisited - Searle | :: | 2 |
| 1992 | - | Symbol grounding or the emergence of symbols - Plunkett,Sinha,Plunkett | :: | 1 |
| 2001 | - | Modeling infant speech sound discrimination using simple associative networks - Schafer,Mareschal | :: | 1 |
| 1999 | - | Language and the acquisition of implicit and explicit knowledge: a pilot study using neural networks - Greco,Cangelosi | :: | 1 |