WorldCat Identities

Touretzky, David S.

Overview
Works: 100 works in 360 publications in 2 languages and 2,471 library holdings
Genres: Conference papers and proceedings  Academic theses 
Roles: Author, Editor, Collector, Creator
Classifications: QA76.73.L23, 006.3
Publication Timeline
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Most widely held works by David S Touretzky
LISP : a gentle introduction to symbolic computation by David S Touretzky( Book )

21 editions published between 1983 and 1988 in English and Japanese and held by 489 WorldCat member libraries worldwide

Introduction: getting acquainted. Functions and data. Lists. EVAL notation. Conditionals. Global variables and side effects. List data structures. Applicative operators. Recursion. Elementary input/output. Iteration. Property lists. Recommended further reading. Dialects of Lisp. Extensions to Lisp. Index
Common LISP : a gentle introduction to symbolic computation by David S Touretzky( Book )

21 editions published between 1989 and 2014 in English and held by 306 WorldCat member libraries worldwide

Highly accessible treatment covers cons cell structures, evaluation rules, programs as data, recursive and applicable programming styles. Nearly 400 illustrations, answers to exercises, "toolkit" sections, and a variety of complete programs. 1990 edition. -- Provided by publisher
The mathematics of inheritance systems by David S Touretzky( Book )

26 editions published between 1984 and 1988 in English and held by 305 WorldCat member libraries worldwide

Connectionist models : proceedings of the 1990 summer school by David S Touretzky( Book )

13 editions published between 1989 and 2015 in English and Undetermined and held by 244 WorldCat member libraries worldwide

Connectionist Models contains the proceedings of the 1990 Connectionist Models Summer School held at the University of California at San Diego. The summer school provided a forum for students and faculty to assess the state of the art with regards to connectionist modeling. Topics covered range from theoretical analysis of networks to empirical investigations of learning algorithms; speech and image processing; cognitive psychology; computational neuroscience; and VLSI design. Comprised of 40 chapters, this book begins with an introduction to mean field, Boltzmann, and Hopfield networks
Proceedings of the 1988 Connectionist Models Summer School by David S Touretzky( Book )

17 editions published between 1988 and 1991 in English and Undetermined and held by 184 WorldCat member libraries worldwide

Connectionist approaches to language learning by David S Touretzky( )

10 editions published in 1991 in English and held by 135 WorldCat member libraries worldwide

Arise automatically as a result of the recursive structure of the task and the continuous nature of the SRN's state space. Elman also introduces a new graphical technique for study­ ing network behavior based on principal components analysis. He shows that sentences with multiple levels of embedding produce state space trajectories with an intriguing self­ similar structure. The development and shape of a recurrent network's state space is the subject of Pollack's paper, the most provocative in this collection. Pollack looks more closely at a connectionist network as a continuous dynamical system. He describes a new type of machine learning phenomenon: induction by phase transition. He then shows that under certain conditions, the state space created by these machines can have a fractal or chaotic structure, with a potentially infinite number of states. This is graphically illustrated using a higher-order recurrent network trained to recognize various regular languages over binary strings. Finally, Pollack suggests that it might be possible to exploit the fractal dynamics of these systems to achieve a generative capacity beyond that of finite-state machines
Advances in neural information processing systems by Gerald Tesauro( Book )

10 editions published between 1989 and 1995 in English and held by 118 WorldCat member libraries worldwide

Contains the entire proceedings of the twelve neural information processing system conferences from 1988 to 1999. Includes free browsers for all major platforms
Advances in neural information processing systems I by David S Touretzky( Book )

12 editions published in 1989 in English and Undetermined and held by 111 WorldCat member libraries worldwide

Advances in neural information processing systems 2 by IEEE Conference on Neural Information Processing Systems( Book )

13 editions published between 1990 and 1993 in English and Undetermined and held by 99 WorldCat member libraries worldwide

Advances in Neural Information Processing Systems 8 : proceedings of the 1995 conference by IEEE Conference on Neural Information Processing Systems--Natural and Synthetic( Book )

23 editions published between 1995 and 1996 in English and Undetermined and held by 90 WorldCat member libraries worldwide

Advances in neural information processing systems 7 by IEEE Conference on Neural Information Processing Systems( Book )

20 editions published in 1995 in English and Undetermined and held by 83 WorldCat member libraries worldwide

Advances in neural information processing systems 3( Book )

10 editions published in 1991 in English and held by 31 WorldCat member libraries worldwide

Proceedings of the 1993 Connectionist Models Summer School by Michael C Mozer( )

5 editions published between 1993 and 2014 in English and held by 13 WorldCat member libraries worldwide

The result of the 1993 Connectionist Models Summer School, the papers in this volume exemplify the tremendous breadth and depth of research underway in the field of neural networks. Although the slant of the summer school has always leaned toward cognitive science and artificial intelligence, the diverse scientific backgrounds and research interests of accepted students and invited faculty reflect the broad spectrum of areas contributing to neural networks, including artificial intelligence, cognitive science, computer science, engineering, mathematics, neuroscience, and physics. Providing an
Connectionism and compositional semantics by David S Touretzky( Book )

6 editions published in 1989 in English and held by 10 WorldCat member libraries worldwide

Mere pattern transformers cannot learn the PP attachment task without an exponential training set. Connectionist-style computation still has many valuable ideas to offer, so this is not an indictment of connectionism's potential. It is an argument for a more sophisticated and more symbolic connectionist approach to language."
BoltzCONS : dynamic symbol structures in a connectionist network by David S Touretzky( Book )

5 editions published between 1989 and 1990 in English and Undetermined and held by 9 WorldCat member libraries worldwide

Abstract: "BoltzCONS is a connectionist model that dynamically creates and manipulates composite symbol structures. These structures are implemented using a functional analog of linked lists, but BoltzCONS employs distributed representations and associative retrieval in place of a conventional memory organization. Associative retrieval leads to some interesting properties. For example, the model can instantaneously access any uniquely-named internal node of a tree. But the point of the work is not to reimplement linked lists in some peculiar new way; it is to show how neural networks can exhibit compositionality and distal access (the ability to reference a complex structure via an abbreviated tag), two properties that distinguish symbol processing from lower-level cognitive functions such as pattern recognition
Advances in neural information processing systems 6 by Annual Conference on Neural Information Processing Systems( Book )

3 editions published between 1989 and 1994 in English and Undetermined and held by 9 WorldCat member libraries worldwide

Four capacity models for coarse-coded symbol memories by Ronald Rosenfeld( Book )

6 editions published in 1987 in English and held by 8 WorldCat member libraries worldwide

Abstract: "Coarse-coded symbol memories have appeared in several neural network symbol processing models. In order to determine how these models would scale, one must first have some understanding of the mathematics of coarse-coded representations. We define the general structure of coarse-coded symbol memories, and discuss their strengths and weaknesses. Memory schemes can be characterized by their memory size, symbol-set size and capacity. We derive mathematical relationships between these parameters for various memory schemes, using both analysis and numerical methods. Finally, we compare the predicted capacity of one of the schemes with actual measurements of the coarse-coded working memory of DCPS, Touretzky and Hinton's distributed connectionist production system."
Rules and maps in connectionist symbol processing by David S Touretzky( Book )

5 editions published in 1989 in English and held by 8 WorldCat member libraries worldwide

This report contains two papers to be presented at the Eleventh Annual Conference of the Cognitive Science Society. The first describes a simulation of chunking in a connectionist network. The network applies context-sensitive rewrite rules to strings of symbols as they flow through its input buffer. Chunking is implemented as a form of self-supervised learning using back-propagation. Over time, the network improves its efficiency by replacing simple rule sequences with more complex chunks. The second paper describes the first implementation of Lakoff's new theory of cognitive phonology. His approach is based on a multilevel representation of utterances to which all rules apply in parallel. Cognitive phonology is free of the rule ordering constraints that make classical generative theories computationally p awkward. The connectionist implementation utilizes a novel many maps architecture that may explain certain constraints on phonological rules not adequately accounted for by more abstract models. Keywords: Cognitive phonology; Linguistics; Many-maps model; Voice communication. (JG)
Connectionist models and linguistic theory : investigations of stress systems in language by Prahlad Gupta( Book )

3 editions published in 1993 in English and held by 8 WorldCat member libraries worldwide

Abstract: "We question the widespread assumption that linguistic theory should guide the formulation of mechanistic accounts of human language processing. We develop a pseudo-linguistic theory for the domain of linguistic stress, based on observation of the learning behavior of a perceptron exposed to a variety of stress patterns. There are significant similarities between our analysis of perceptron stress learning and metrical phonology, the linguistic theory of human stress. Both approaches attempt to identify salient characteristics of the stress systems under examination without reference to the workings of the underlying processor. Our theory and computer simulations exhibit some strikingly suggestive correspondences with metrical theory
Visualizing evaluation in applicative languages by David S Touretzky( Book )

6 editions published in 1989 in English and Undetermined and held by 8 WorldCat member libraries worldwide

In support of this, we have made available a set of LAT[subscript E]X macros to allow others to produce evaltrace diagrams similar to the ones that appear here."
 
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The mathematics of inheritance systems
Covers
Connectionist models : proceedings of the 1990 summer schoolProceedings of the 1988 Connectionist Models Summer SchoolConnectionist approaches to language learningAdvances in neural information processing systemsAdvances in neural information processing systems IAdvances in neural information processing systems 2Advances in Neural Information Processing Systems 8 : proceedings of the 1995 conferenceAdvances in neural information processing systems 7
Alternative Names
David S. Touretzky American computer scientist

David S. Touretzky Amerikaans hoogleraar

David S. Touretzky amerikanischer Informatiker

Touretzky, David

トーレッキー, ダヴィッド・S

Languages
English (222)

Japanese (3)