Liquid State Machine Built of Hodgkin–Huxley Neurons
Volume 15, Issue 1 (2004), pp. 39–44
Pub. online: 1 January 2004
Type: Research Article
Received
1 April 2003
1 April 2003
Published
1 January 2004
1 January 2004
Abstract
Neural networks built of Hodgkin–Huxley neurons were examined. These structures behaved like Liquid State Machines (LSM). They could effectively process different input signals (i.e., Morse alphabet) into precisely defined output. It is also shown that there is a possibility of logical gates creation with use of Hodgkin–Huxley neurons and simple LSMs.