| 1993 | - | Constraints on plasticity in a connectionist model of the English past tense - Marchman | :: | 2 |
| 1993 | - | Foundations of Recurrent Neural Networks - Siegelmann | :: | 3 |
| 1993 | - | Learning and development in neural networks: The importance of starting small - Elman | :: | 33 |
| 1992 | - | A PDP approach to processing center-embedded sentences - Weckerly,Elman | :: | 7 |
| 1991 | - | Distributed representations, simple recurrent networks, and grammatical structure - Elman | :: | 18 |
| 1991 | - | Evolving networks: Using the genetic algorithm with connectionist learning - Belew,McInerney,Schraudolph | :: | 5 |
| 1991 | - | The induction of dynamical recognizers - Pollack | :: | 8 |
| 1990 | - | Connectionist pushdown automata that learn context-free grammars - Sun,Chen,Giles,Lee,Chen | :: | 1 |
| 1990 | - | Finding structure in time - Elman | :: | 49 |
| 1990 | - | Learning and Evolution in Neural Networks - Nolfi,Elman,Parisi | :: | 7 |
| 1990 | - | Maturational constraints on language learning - Newport | :: | 17 |
| 1990 | - | Higher order recurrent networks & grammatical inference - Giles,Sun,Chen,Lee,Chen | :: | 1 |
| 1990 | - | Back propagation is sensitive to initial conditions - Kolen,Pollack | :: | 4 |
| 1990 | - | Language acquisition via strange automata - Pollack | :: | 2 |
| 1989 | - | Learnability and Cognition: The acquisition of Argument Structure - Pinker | :: | 22 |
| 1989 | - | Genetic Algorithms in Search, Optimization, and Machine Learning - Goldberg | :: | 29 |
| 1989 | - | Finite state automata and simple recurrent networks - Cleeremans,Servan-Schreiber,McClelland | :: | 5 |
| 1989 | - | When both individuals and populations search: Adding simple learning to the genetic algorithm - Belew | :: | 1 |
| 1988 | - | Connectionism and cognitive architecture: A critical analysis - Fodor,Pylyshyn | :: | 10 |
| 1988 | - | Encoding sequential structure in simple recurrent networks - Servan-Schreiber,Cleeremans,McClelland | :: | 4 |
| 1987 | - | The instict to learn - Marler | :: | 1 |
| 1987 | - | How learning can guide evolution - Hinton,Nowlan | :: | 31 |
| 1987 | - | Knowledge of Language: Its Nature, Origin, and Use - Chomsky | :: | 32 |
| 1987 | - | On Connectionist Models of Natural Language Processing - Pollack | :: | 3 |
| 1986 | - | Learning internal representations by error propagation - Rumelhart,Hinton,Williams | :: | 18 |
| 1986 | - | Serial Order: a Parallel Distributed Processing Approach - Jordan | :: | 6 |
| 1980 | - | A Theory of Syntactic Recognition for Natural Language - Marcus | :: | 5 |
| 1980 | - | Formal Principles of Language Acquisition - Wexler,Culicover | :: | 30 |
| 1979 | - | Introduction to Automata Theory, Languages, and Computation - Hopcroft,Ullman | :: | 15 |
| 1967 | - | Language identification in the limit - Gold | :: | 54 |
| 1967 | - | Biological Foundations of Language - Lennenberg | :: | 2 |
| 1957 | - | Syntactic Structures - Chomsky | :: | 40 |
| 1896 | - | A new factor in evolution - Baldwin | :: | 37 |