TY - GEN
T1 - Computing the modified hopfield network parameters by STFT
AU - Bauk, Sanja I.
AU - Perovich, Slavica M.
PY - 2005
Y1 - 2005
N2 - Hopfield has shown that models of physical systems could be used to solve some difficult computational problems. Such systems could be implemented in hardware by combining standard components such as capacitors and resistors. Our idea is to replace capacitor with an inverse polarized diode with large capacity in aim to shift, in a way, Hopfield network parameters analysis from the field of the linear differential equations to the field of the exponential transcendental equations, solvable analytically by the linear approximation method based upon STFT (Special Trans Function Theory).
AB - Hopfield has shown that models of physical systems could be used to solve some difficult computational problems. Such systems could be implemented in hardware by combining standard components such as capacitors and resistors. Our idea is to replace capacitor with an inverse polarized diode with large capacity in aim to shift, in a way, Hopfield network parameters analysis from the field of the linear differential equations to the field of the exponential transcendental equations, solvable analytically by the linear approximation method based upon STFT (Special Trans Function Theory).
KW - Hopfield neural network modification
KW - STFT - Special Trans Function Theory based linear approximation method
UR - http://www.scopus.com/inward/record.url?scp=33847769620&partnerID=8YFLogxK
U2 - 10.1109/eurcon.2005.1629906
DO - 10.1109/eurcon.2005.1629906
M3 - Conference contribution
AN - SCOPUS:33847769620
SN - 142440049X
SN - 9781424400492
T3 - EUROCON 2005 - The International Conference on Computer as a Tool
SP - 245
EP - 248
BT - EUROCON 2005 - The International Conference on Computer as a Tool
PB - IEEE Computer Society
T2 - EUROCON 2005 - The International Conference on Computer as a Tool
Y2 - 21 November 2005 through 24 November 2005
ER -