TY - GEN
T1 - Artificial biochemical networks
AU - Capanni, Niccolo
AU - MacLeod, Christopher
AU - Maxwell, Grant
AU - Clayton, William
PY - 2005
Y1 - 2005
N2 - Connectionist approaches to Artificial Intelligence are almost always based on Artificial Neural Networks. However, there is another route towards Parallel Distributed Processing, taking as its inspiration the intelligence displayed by single celled creatures called Protoctists (Protists). This is based on networks of interacting proteins. Such networks may be used in Pattern Recognition and Control tasks and are more flexible than most neuron models. In this paper they are demonstrated in Image Recognition applications and in Legged Robot control. They are trained using a Genetic Algorithm and Back Propagation.
AB - Connectionist approaches to Artificial Intelligence are almost always based on Artificial Neural Networks. However, there is another route towards Parallel Distributed Processing, taking as its inspiration the intelligence displayed by single celled creatures called Protoctists (Protists). This is based on networks of interacting proteins. Such networks may be used in Pattern Recognition and Control tasks and are more flexible than most neuron models. In this paper they are demonstrated in Image Recognition applications and in Legged Robot control. They are trained using a Genetic Algorithm and Back Propagation.
UR - https://www.scopus.com/pages/publications/33847217635
UR - https://www.scopus.com/pages/publications/33847217635#tab=citedBy
U2 - 10.1109/cimca.2005.1631452
DO - 10.1109/cimca.2005.1631452
M3 - Conference contribution
AN - SCOPUS:33847217635
SN - 0769525040
SN - 9780769525044
T3 - Proceedings - International Conference on Computational Intelligence for Modelling, Control and Automation, CIMCA 2005 and International Conference on Intelligent Agents, Web Technologies and Internet
SP - 98
EP - 102
BT - Proceedings - International Conference on Computational Intelligence for Modelling, Control and Automation, CIMCA 2005 and International Conference on Intelligent Agents, Web Technologies and Interne
PB - IEEE Computer Society
T2 - International Conference on Computational Intelligence for Modelling, Control and Automation, CIMCA 2005 and International Conference on Intelligent Agents, Web Technologies and Internet Commerce, IAWTIC 2005
Y2 - 28 November 2005 through 30 November 2005
ER -