From Bits of Data to Bits of Knowledge—An On-Board Classification Framework for Wearable Sensing Systems

Taking AI to the edge: Google's TPU now comes in a maker-friendly package

(2019) Stephen Cass   IEEE SPECTRUM

A 2.86-TOPS/W Current Mirror Cross-Bar-Based Machine-Learning and Physical Unclonable Function Engine For Internet-of-Things Applications

(2019) Yi Chen et al.   IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS

A robust human activity recognition system using smartphone sensors and deep learning

(2018) Mohammed Mehedi Hassan et al.   Future Generation Computer Systems-The International Journal of eScience

A Reconfigurable Streaming Deep Convolutional Neural Network Accelerator for Internet of Things

(2018) Li Du et al.   IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS

Enabling Healthcare in Smart Homes: The SPHERE IoT Network Infrastructure

(2018) Atis Elsts et al.   IEEE COMMUNICATIONS MAGAZINE

Automatic identification of physical activity types and sedentary behaviors from triaxial accelerometer: laboratory-based calibrations are not enough

(2015) Thomas Bastian et al.   JOURNAL OF APPLIED PHYSIOLOGY

Approaching the accuracy–cost conflict in embedded classification system design

(2015) Ulf Jensen et al.   PATTERN ANALYSIS AND APPLICATIONS

Adaptive Duty Cycling for Place-Centric Mobility Monitoring using Zero-Cost Information in Smartphone

(2014) Yohan Chon et al.   IEEE TRANSACTIONS ON MOBILE COMPUTING

Better Physical Activity Classification using Smartphone Acceleration Sensor

(2014) Muhammad Arif et al.   JOURNAL OF MEDICAL SYSTEMS

Window Size Impact in Human Activity Recognition

(2014) Oresti Banos et al.   SENSORS

Fire detection system using random forest classification for image sequences of complex background

(2013) Onecue Kim et al.   OPTICAL ENGINEERING

CASAS: A Smart Home in a Box

(2012) Diane J. Cook et al.   COMPUTER

Wireless Medical-Embedded Systems: A Review of Signal-Processing Techniques for Classification

(2012) Hassan Ghasemzadeh et al.   IEEE SENSORS JOURNAL

Cohort Profile: The ‘Children of the 90s’—the index offspring of the Avon Longitudinal Study of Parents and Children

(2012) Andy Boyd et al.   INTERNATIONAL JOURNAL OF EPIDEMIOLOGY