Search Results for author: Mahdi Pedram

Found 3 papers, 0 papers with code

Resource-Efficient Computing in Wearable Systems

no code implementations7 Jul 2019 Mahdi Pedram, Mahsan Rofouei, Francesco Fraternali, Zhila Esna Ashari, Hassan Ghasemzadeh

We propose two optimization techniques to minimize memory usage and computation while meeting system timing constraints for real-time classification in wearable systems.

Activity Recognition General Classification

Resource-Efficient Wearable Computing for Real-Time Reconfigurable Machine Learning: A Cascading Binary Classification

no code implementations7 Jul 2019 Mahdi Pedram, Seyed Ali Rokni, Marjan Nourollahi, Houman Homayoun, Hassan Ghasemzadeh

We propose to transform the activity recognition problem from a multi-class classification problem to a hierarchical model of binary decisions using cascading online binary classifiers.

Activity Recognition BIG-bench Machine Learning +3

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