Search Results for author: Kofi Odame

Found 5 papers, 0 papers with code

Analog Gated Recurrent Neural Network for Detecting Chewing Events

no code implementations2 Aug 2022 Kofi Odame, Maria Nyamukuru, Mohsen Shahghasemi, Shengjie Bi, David Kotz

We present a novel gated recurrent neural network to detect when a person is chewing on food.

Extracting Fractional Inspiratory Time from Electrocardiograms

no code implementations2 Dec 2020 Maria Nyamukuru, Kofi Odame

Various proposed approaches estimate the respiratory rate and extract the respiratory waveform from an electrocardiogram (ECG) signal as a way to discreetly monitor lung health.

Multi-Task Learning

Inferring COPD Severity from Tidal Breathing

no code implementations16 Nov 2020 Kofi Odame, Graham Atkins, Maria Nyamukuru, Katherine Fearon

Objective: To develop an algorithm that can infer the severity level of a COPD patient's airflow limitation from tidal breathing data that is collected by a wearable device.

An Optimized Recurrent Unit for Ultra-Low-Power Keyword Spotting

no code implementations13 Feb 2019 Justice Amoh, Kofi Odame

The Arm M0+ implementation of the eGRU model compares favorably with a full precision GRU that is running on a workstation.

Event Detection Keyword Spotting

DeepCough: A Deep Convolutional Neural Network in A Wearable Cough Detection System

no code implementations8 Sep 2015 Justice Amoh, Kofi Odame

In this paper, we present a system that employs a wearable acoustic sensor and a deep convolutional neural network for detecting coughs.

General Classification Specificity

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