TY - GEN
T1 - A scalable pattern-matching architecture utilizing phase oscillators of different frequencies
AU - Heger, Daniel
AU - Krischer, Katharina
N1 - Publisher Copyright:
© 2014 IEEE.
PY - 2014/8/29
Y1 - 2014/8/29
N2 - Oscillatory networks can in principle be used for pattern recognition. However, current architectures either lack scalability towards large numbers of oscillators or they need the external input of complex time-dependent coupling functions. In the architecture we present here, the number of physical connections grows linearly with the number of oscillators and necessary coupling functions are generated in the network itself. The symmetric structure of the architecture and a new type of coupling function guarantee high stability of the matching mechanism up to high coupling strengths.
AB - Oscillatory networks can in principle be used for pattern recognition. However, current architectures either lack scalability towards large numbers of oscillators or they need the external input of complex time-dependent coupling functions. In the architecture we present here, the number of physical connections grows linearly with the number of oscillators and necessary coupling functions are generated in the network itself. The symmetric structure of the architecture and a new type of coupling function guarantee high stability of the matching mechanism up to high coupling strengths.
UR - http://www.scopus.com/inward/record.url?scp=84907790426&partnerID=8YFLogxK
U2 - 10.1109/CNNA.2014.6888628
DO - 10.1109/CNNA.2014.6888628
M3 - Conference contribution
AN - SCOPUS:84907790426
T3 - International Workshop on Cellular Nanoscale Networks and their Applications
BT - International Workshop on Cellular Nanoscale Networks and their Applications
A2 - Niemier, Michael
A2 - Porod, Wolfgang
PB - IEEE Computer Society
T2 - 2014 14th International Workshop on Cellular Nanoscale Networks and Their Applications, CNNA 2014
Y2 - 29 July 2014 through 31 July 2014
ER -