Presidential Young Investigators Award
{'Code': '07010000', 'Directorate': {'Abbreviation': 'ENG', 'LongName': 'Directorate For Engineering'}, 'Division': {'Abbreviation': 'ECCS', 'LongName': 'Div Of Electrical, Commun & Cyber Sys'}}
{'SignBlockName': 'Paul Werbos', 'PO_EMAI': None, 'PO_PHON': None}
This Presidential Young Investigator will continue his research                 into Associative Memory Networks (AMNs).  A wide variety of                     AMN designs have been proposed, based on different                              fundamental algorithms.  This project will begin with variants                  of Binary AMNs, and investigate their performance in terms of                   learning rate, flexibility, and storage capacity.  Formal                       mathematical analysis, using probabilistic concepts, will be                    stressed.  Computer simulations will be used extensively to                     verify the theory and guide the analysis.                                                                                                                       Selected AMN designs will then be tested on applications in                     communications and computer vision, by simulating the designs                   in computer software.  If successful, the designs will then be                  implemented in special-purpose integrated circuits.
{'FirstName': 'Anthony', 'LastName': 'Kuh', 'PI_MID_INIT': None, 'PI_SUFX_NAME': None, 'PI_FULL_NAME': 'Anthony Kuh', 'EmailAddress': 'kuh@hawaii.edu', 'NSF_ID': '000456887', 'StartDate': '08/18/1993', 'EndDate': None, 'RoleCode': 'Principal Investigator'}
{'Name': 'University of Hawaii', 'CityName': 'HONOLULU', 'ZipCode': '968222247', 'PhoneNumber': '8089567800', 'StreetAddress': '2425 CAMPUS RD SINCLAIR RM 1', 'StreetAddress2': None, 'CountryName': 'United States', 'StateName': 'Hawaii', 'StateCode': 'HI', 'CONGRESSDISTRICT': '01', 'CONGRESS_DISTRICT_ORG': 'HI01', 'ORG_UEI_NUM': 'NSCKLFSSABF2', 'ORG_LGL_BUS_NAME': 'UNIVERSITY OF HAWAII', 'ORG_PRNT_UEI_NUM': None}
{'Name': 'University of Hawaii', 'CityName': 'HONOLULU', 'StateCode': 'HI', 'ZipCode': '968222247', 'StreetAddress': '2425 CAMPUS RD SINCLAIR RM 1', 'CountryCode': 'US', 'CountryName': 'United States', 'StateName': 'Hawaii', 'CountryFlag': '1', 'CONGRESSDISTRICT': '01', 'CONGRESS_DISTRICT_PERF': 'HI01'}
[{'Code': '1494', 'Text': 'NEUROENGINEERING'}, {'Code': '1518', 'Text': 'CONTROL, NETWORKS, & COMP INTE'}]
{'url': 'https://www.nsf.gov/awardsearch/download?DownloadFileName=1988&All=true', 'xml': '8857711.xml'}