Fred A. Cummins

Learning to Forget: Continual Prediction with LSTM

Felix A. Gers, Jürgen Schmidhuber, Fred A. Cummins
Neural Computation
2000

Long short-term memory (LSTM; Hochreiter & Schmidhuber, 1997) can solve numerous tasks not solvable by previous learning algorithms for recurrent neural networks (RNNs). We identify a weakness of… (More)

Language identification from prosody without explicit features

Fred A. Cummins, Felix A. Gers, Jürgen Schmidhuber
EUROSPEECH
1999

Most current language identi cation (LID) systems make little or no use of prosodic information, despite the importance of prosody in LID by humans. The greatest obstacle has been that of nding an… (More)

TARO: an interactive, object-oriented tool for building natural language systems

This paper presents TARO, an interactive tool to assist linguists in designing, building, testing, and extending Natural Language Processing (NLP) systems. TARO (Text Analysis and Representation with… (More)

Object-oriented programming languages: the next generation

Fred A. Cummins
OOPS Messenger
1992

The goal of this workshop was to bring together a variety of experiences and insights to explore alternative languages and identify important features for consideration in future language development… (More)

BPM Meets SOA: A New Era in Business Design

Fred A. Cummins
Handbook on Business Process Management
2015

The object engine: foundation for next generation architectures

Fred A. Cummins, Roman Cunis, Gail Harris
OOPS Messenger
1994

As we have applied object-oriented technology to larger and more complex systems, we have realized the need for capabilities not readily supported by current object-oriented programming environments.… (More)

A Model of Reflection for Developing AI Applications

KSL/Logic: Integration of Logic with Objects

Objects with Logic

Mamdouh H. Ibrahim, Fred A. Cummins
ACM Conference on Computer Science
1990

This paper describes an approach to the integration of logic and object programming where predicates, logic expressions, and a generalized search protocol that support Prolog-like reasoning are… (More)

KSL: a reflective object-oriented programming language

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