Amit Borundiya

Broschiertes Buch

Implementation of Hopfield Neural Network using Double Gate MOSFET

Subtitle

Beschreibung

Chaotic phenomenon has a good ability to search for
an optimal solution of a problem with many local
minima. The current work uses the chaos theory with
focus on electrical circuits. Chua s circuit is a
good example to demonstrate the type of non-
linearity in the electrical circuit which causes
chaos.The opamp based hysteresis neuron model is
implemented and its stability is explained.
Stability criterion of the network can be used as a
cost function and when the network reaches its
stable point, this corresponds to a solution. This is
explained in regards to N-queens problem.The circuit
topology for solving 8-queens problem is proposed
that can be extended to N-queens.The hysteresis
neuron model is implemented using the double gate
MOSFET. Once we are able to build this analog
circuit representation of the network, the solution
can be obtained in a constant time irrespective of
the network size.

Autor

Amit Parasmal Borundiya completed his M S from Ohio University,
USA after completing B.Tech from National Institute of
Technology, Kurushetra,India. His research interests are in the
field of VLSI Design and Neural Network based applications.
Apart from academics, his interests are also in soccer and
hiking.

Produktdetails

• Verlag: VDM Verlag Dr. Müller
• Seitenzahl: 100
• Englisch
• Abmessung: 220mm
• ISBN-13: 9783639166644
• ISBN-10: 3639166647
• Artikelnr.: 26548634