Cognitive Algorithms for Signal Processing

reportActive / Technical Report | Accession Number: ADA546287 | Open PDF

Abstract:

Processes in the mind perception, cognition, concepts, instincts, emotions, and higher cognitive abilities are considered here within a neural modeling fields paradigm. Its fundamental mathematical mechanism is a process from vague-fuzzy to crisp, called dynamic logic. The paper discusses why this paradigm is necessary mathematically, and relates it to a psychological description of the mind. Cognitive algorithms using Dynamic Logic result in significant improvement of signal processing.

Author(s):
Perlovsky, Leonid I.
Author Organization(s):
AIR FORCE RESEARCH LAB HANSCOM AFB MA SENSORS DIRECTORATE/ELECTROMAGNETICS TECHNOLOGY DIV
Descriptive Note:
Final rept. 1 Oct 2006-30 Spe 2010
Supplementary Note:
The original document contains color images. DOI: 10.21236/ADA546287
Pagination:
0042

Security Markings

DOCUMENT & CONTEXTUAL SUMMARY

Distribution:
Approved For Public Release
Distribution Statement:
Approved For Public Release; Distribution Is Unlimited.

RECORD

Collection: TR
Identifying Numbers
Report Number(s):
AFRL-RY-HS-TR-2011-0013
Task Number(s):
HE
Project Number(s):
2311
Monitor Series:
AFRL-RY-HS
 Subject Terms
Joint Capability Areas:
JCA_5_Command and Control; JCA_5.2.2_Develop Knowledge and Situational Awareness; JCA_5.2_Understand; JCA_1.2.6_Concepts; JCA_4.6_Engineering; JCA_5.3_Planning; JCA_1.2.7_Experimentation; JCA_1.2.1_Training; JCA_1.2.5_Lessons Learned; JCA_5.5.2_Task; JCA_5.5_Direct
Modernization Areas:
AI and Machine Learning; Quantum Science and Computing
Communities of Interest:
Energy and Power Technologies
Descriptor(s):
*ALGORITHMS, *SIGNAL PROCESSING, NERVOUS SYSTEM, PSYCHOLOGY, MENTAL ABILITY, PERCEPTION, DYNAMICS, COGNITION
Field(s)/Group(s):
Numerical Mathematics
Keyword(s):
COGNITIVE ALGORITHMS, DYNAMIC LOGIC, NEURAL MODELING FIELDS, PE61102F, WUAFRL2311HE01
Report Date:
2011 Mar 18
Creation Date:
2011 Aug 17