Accession Number : ADA299746
Title : Spatio-Temporal Neural Networks for Vision, Reasoning and Rapid Decision Making.
Descriptive Note : Semi-annual productivity rept. 1 Oct 94-31 Mar 95,
Corporate Author : INTERNATIONAL COMPUTER SCIENCE INST BERKELEY CA
Personal Author(s) : Shastri, Lokendra
PDF Url : ADA299746
Report Date : 31 MAR 1995
Pagination or Media Count : 3
Abstract : The results of our work on a biologically motivated model of reflexive reasoning were used to implement a large scale system for performing rapid reasoning using very large knowledge bases. The system - SHRUTI- cM-5 runs on a 32 node CM-5, and has been tested on a large randomly generated knowledge base contalning over 500,000 items and WordNet, a real-world lexical database. The system's response time is fast enough to support retrieval and inferencing for real-time applications such as speech understanding. We have also made some progress in addressing the catastrophic interference problem.
Descriptors : *NEURAL NETS, *DECISION MAKING, *REASONING, *COMPUTER VISION, DATA BASES, QUICK REACTION, REAL TIME, REACTION TIME, INTERFERENCE, INFORMATION RETRIEVAL, KNOWLEDGE BASED SYSTEMS, SPEECH, CATASTROPHIC CONDITIONS, LEXICOGRAPHY.
Subject Categories : Cybernetics
Distribution Statement : APPROVED FOR PUBLIC RELEASE