A 1D-CNN based deep learning technique for sleep apnea detection in IoT sensors
Internet of Things (IoT) enabled wearable sensors for health monitoring are widely used to
reduce the cost of personal healthcare and improve quality of life. The sleep apnea …
reduce the cost of personal healthcare and improve quality of life. The sleep apnea …
An 88-fJ/40-MHz [0.4 V]–0.61-pJ/1-GHz [0.9 V] Dual-Mode Logic 8 8 bit Multiplier Accumulator With a Self-Adjustment Mechanism in 28-nm FD-SOI
The unique ability of dual-mode logic (DML) to self-adapt to computational needs by
providing high speed and/or low energy consumption is demonstrated for the first time by …
providing high speed and/or low energy consumption is demonstrated for the first time by …
Multimodal multiresolution data fusion using convolutional neural networks for IoT wearable sensing
With advances in circuit design and sensing technology, the acquisition of data from a large
number of Internet of Things (IoT) sensors simultaneously to enable more accurate …
number of Internet of Things (IoT) sensors simultaneously to enable more accurate …
SomnNET: An SpO2 based deep learning network for sleep apnea detection in smartwatches
The abnormal pause or rate reduction in breathing is known as the sleep-apnea hypopnea
syndrome and affects the quality of sleep of an individual. A novel method for the detection …
syndrome and affects the quality of sleep of an individual. A novel method for the detection …
Dual mode logic address decoder
Address decoders are integral components of random access memories. In higher-
performance computing, the timing of address decoders is often critical, especially in …
performance computing, the timing of address decoders is often critical, especially in …
A Two-Stage ECG Classifier for Decentralized Inferencing Across Edge-Cloud Continuum
In this paper, we propose a multi-stage electrocardiogram (ECG) classifier for distributed
machine learning (ML) inferencing across the edge-cloud continuum for wearable systems …
machine learning (ML) inferencing across the edge-cloud continuum for wearable systems …
[HTML][HTML] Lightweight and Low-Parametric Network for Hardware Inference of Obstructive Sleep Apnea
Background: Obstructive sleep apnea is a sleep disorder that is linked to many health
complications and can even be lethal in its severe form. Overnight polysomnography is the …
complications and can even be lethal in its severe form. Overnight polysomnography is the …
Efficiency of dual mode logic in nanoscale technology nodes
Previous work on Dual Mode Logic (DML) have demonstrated improvements in frequency
and energy compared to CMOS. In this paper, for the first time, we examine scaling of the …
and energy compared to CMOS. In this paper, for the first time, we examine scaling of the …
Double-precision Dual Mode Logic carry-save multiplier
In this paper, a double-precision carry-save adder (CSA)-based array multiplier is designed
using the Dual Mode Logic (DML) approach in a commercial 65-nm low-power CMOS …
using the Dual Mode Logic (DML) approach in a commercial 65-nm low-power CMOS …
LDML: A Proposal to Reduce Leakage Power in DML Circuits
This paper puts forward a proposal to reduce leakage power in dual mode logic (DML)
circuits by adapting LECTOR (LEakage Control TransistOR) technique and the circuits so …
circuits by adapting LECTOR (LEakage Control TransistOR) technique and the circuits so …