TinyCowNet: Memory- and Power-Minimized RNNs Implementable on Tiny Edge Devices for Lifelong Cow Behavior Distribution Estimation.
Jim BartelsKorkut Kaan TokgozSihan AMasamoto FukawaShohei OtsuboChao LiIkumi RachiKenichi TakedaLudovico MinatiHiroyuki ItoPublished in: IEEE Access (2022)
Keyphrases
- recurrent neural networks
- power consumption
- st century
- probability distribution
- probability density
- edge detection
- parameter estimation
- mobile devices
- data distribution
- accurate estimation
- edge information
- computational power
- spatial distribution
- echo state networks
- multithreading
- memory usage
- fuzzy neural network
- estimation algorithm
- mobile applications
- density estimation
- memory requirements
- random variables