Spatiotemporal Models in Biological and Artificial Systems
- Silva, F.L., Almeida, L.B., Principe, J.C.
- Pub. date
- January 1997
- 37 of Frontiers in Artificial Intelligence and Applications
- ISBN print
- Artificial Intelligence, Computer & Communication Sciences, Computer Science
Spatiotemporal models are emerging as a very important topic in several disciplines, including neurobiology and artificial neural networks. Many hard problems exist in this area. Examples include understanding the capabilities of nonlinear dynamical systems on a lattice and of networks of spiking neurons (both natural and artificial), training such systems, implementing them in hardware, understanding biological signals like the EEG, etc. Besides the state-of-the-art in the area of spatiotemporal models, the book also covers the neurobiological, and the artificial systems communities.