Wireless inertial sensors for monitoring animal behavior.
Wireless sensors were designed which are small and light enough to be worn by small animals such as rats. These sensors are used to record three axes acceleration data from animals during natural behavior in a cage. The behavior of the animal is further extracted from the recorded acceleration data using neural network based pattern recognition algorithms. Successful recognition of eating, grooming and standing are demonstrated using this approach. Finally another potential application of this research is demonstrated in behavioral neuroscience by showing correlations between action potentials recorded from the motor cortex of a rat and acceleration data.
Venkatraman
Subramaniam
S
Dept. of Electrical Engineering at University of California, Berkeley, USA. subbu@eecs.berkeley.edu
Long
John D
JD
Pister
Kristofer S J
KS
Carmena
Jose M
JM
D000200:Action Potentials / Q000502:physiology; D000465:Algorithms; D000818:Animals; D001522:Behavior, Animal / Q000502:physiology*; D018670:Monitoring, Ambulatory / Q000295:instrumentation*; D009044:Motor Cortex / Q000502:physiology; D009068:Movement / Q000502:physiology*; D016571:Neural Networks, Computer; D009488:Neurosciences / Q000295:instrumentation*; D011846:Radio Waves; D051381:Rats; D017207:Rats, Sprague-Dawley