Table 2 Basic operations supported by HRN.
From: A framework for the general design and computation of hybrid neural networks
Objects | Events |
|---|---|
Object-Excitation | Event-Excitation |
raise membrane potential (depolarization) | raise membrane potential (depolarization) |
Object-Inhibition | Event-Inhibition |
reduce membrane potential (hyperpolarization) | reduce membrane potential (hyperpolarization) |
Object-Copy | Event-Copy |
back up the firing state of object neurons | back up the firing state of event neurons |
Object-Self-inhibition | Event-Ancestor |
inhibit firing objects after 2-time steps | activate events that influence the firing events |
Object-Attend | Event-Attend |
activate objects that attend firing events | activate events that firing objects attend |
Object-Moving | Event-Before |
inhibit stationary objects of every firing events | activate earlier events of firing events |
Object-Stationary | Event-After |
inhibit moving objects of each firing events | activate later event of firing events |
Object-Shape | Event-Start |
filter by or get the shape | the beginning of the video |
Object-Material | Event-End |
filter by or get the material | the end of the video |
Object-Color | Event-First |
filter by or get the color | deactivate all firing events except the first one |
| Â | Event-Second |
| Â | deactivate all firing events except the second one |
| Â | Event-last |
| Â | deactivate all firing events except the last one |
