13 citations · 16 across the 3 of their papers we have counts for
3 papers
In-situ animal behavior classification using knowledge distillation and fixed-point quantization
Reza Arablouei, Liang Wang, Caitlin Phillips +3
We explore the use of knowledge distillation (KD) for learning compact and accurate models that enable classification of animal behavior from accelerometry data on wearable devices…
Animal Behavior Classification via Accelerometry Data and Recurrent Neural Networks
Liang Wang, Reza Arablouei, Flavio A. P. Alvarenga +1
We study the classification of animal behavior using accelerometry data through various recurrent neural network (RNN) models. We evaluate the classification performance and comple…
Animal behavior classification via deep learning on embedded systems
Reza Arablouei, Liang Wang, Lachlan Currie +3
We develop an end-to-end deep-neural-network-based algorithm for classifying animal behavior using accelerometry data on the embedded system of an artificial intelligence of things…