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cs.LG2022
Analog Gated Recurrent Neural Network for Detecting Chewing Events
Kofi Odame, Maria Nyamukuru, Mohsen Shahghasemi +2
We present a novel gated recurrent neural network to detect when a person is chewing on food. We implemented the neural network as a custom analog integrated circuit in a 0.18 um C…
cs.LG2020
Tiny Eats: Eating Detection on a Microcontroller
Maria T. Nyamukuru, Kofi M. Odame
There is a growing interest in low power highly efficient wearable devices for automatic dietary monitoring (ADM) [1]. The success of deep neural networks in audio event classifica…
cs.LG2019
An Optimized Recurrent Unit for Ultra-Low-Power Keyword Spotting
Justice Amoh, Kofi Odame
There is growing interest in being able to run neural networks on sensors, wearables and internet-of-things (IoT) devices. However, the computational demands of neural networks mak…