1951 | August | | **A Machine That Learns** - *W. G. Walter* |

1952 | | | **A measure of asymptotic efficiency for tests of a hypothesis based on the sum of observations** - *H. Chernoff* |

1957 | | | **Logical Networks and Probability** - *F. H. George* |

1958 | | | **The Perceptron: A Probabilistic Model for Information Storage and Organization in the Brain** - *F. Rosenblatt* |

1959 | | | **Inductive machines and the problem of learning** - *F. H. George* |

| | | **Computers and thought** - *A. L. Samuel* |

| July | | **Some studies in machine learning using the game of checkers** - *A. L. Samuel* |

1960 | | | **Adaptive Switching Circuits** - *B. Widrow and M. E. Hoff* |

| | | **A predictive model for self organizing systems, Part I** - *G. Pask and H. V. Foerster* |

| | | **Information-theoretical aspects of inductive and deductive inference** - *S. Watanabe* |

1961 | | | **A predictive model for self organizing systems, Part II** - *G. Pask and H. V. Foerster* |

1962 | | | **A note on the self-consistency of definitions of generalization and inductive inference** - *Henry P. Kramer* |

| | | **A remark on discovery algorithms for grammars** - *E. Shamir* |

1963 | | | **Human acquisition of concepts for sequential patterns** - *H. A. Simon and K. Kotovsky* |

| | | **Real Analysis** - *H. Royden* |

| March | | **Probability inequalities for sums of bounded random variables** - *W. Hoeffding* |

1964 | | | **Techniques using LISP for automatically discovering interesting relations in data** - *E. Fredkin* |

| | | **A Formal Theory of Inductive Inference: Part 2** - *R. J. Solomonoff* |

| | | **The LISP program for inductive inference on sequences** - *M. Pivar and E. Gord* |

| | | **A Formal Theory of Inductive Inference: Part 1** - *R. J. Solomonoff* |

| | | **Automation, using LISP, of inductive inference on sequences** - *M. Pivar and M. Finkelstein* |

1965 | | | **Limiting Recursion** - *E. M. Gold* |

| | | **Models of Goal Seeking and Learning** - *M. Gold* |

| | | **Geometrical and Statistical Properties of Systems of Linear Inequalities with Applications in Pattern Recognition** - *T. M. Cover* |

| | | **Learning Machines** - *N. J. Nilsson* |

| | | **Behavior of sequential predictors of binary sequences** - *T. Cover* |

1966 | | | **Some Sequence Extrapolating Programs: a Study of Representation and Modeling in Inquiring Systems** - *S. Persson* |

1967 | | | **First thoughts on grammatical inference** - *J. A. Feldman* |

| | | **Language Identification in the Limit** - *E. Mark Gold* |

| January | | **Nearest Neighbor Pattern Classification** - *T. M. Cover and P. E. Hart* |