ProtoNN: kNN for Resource-scarce Devices
ثبت نشده
چکیده
منابع مشابه
ProtoNN: Compressed and Accurate kNN for Resource-scarce Devices
Several real-world applications require real-time prediction on resource-scarce devices such as an Internet of Things (IoT) sensor. Such applications demand prediction models with small storage and computational complexity that do not compromise significantly on accuracy. In this work, we propose ProtoNN, a novel algorithm that addresses the problem of real-time and accurate prediction on resou...
متن کاملEffect of nano and micron WO3 on microstructure and electrical properties of lead free potassium sodium niobate piezoceramics
Lead free potassium sodium niobate (KNN) piezoceramics were synthesized via conventional solid state sintering route. Nano and micron WO3 were separately added to KNN through ball-milling. Dielectric and piezoelectric properties of samples sintered in the temperature range of 1110°-1145°C were measured by precision LCR-meter and APC d33-meter devices. The results revealed that micron WO3 partic...
متن کاملThe Scarce Drugs Allocation Indicators in Iran: A Fuzzy Delphi Method Based Consensus
Objective: Almost all countries are affected by a variety of drug-supply problems and spend a considerable amount of time and resources to address shortages. The current study aims to reach a consensus on the scarce drug allocation measures to improve the allocation process of scarce drugs in Iran by a population needs-based approach. Methods: To achieve the objective, two phases were co...
متن کاملThe Scarce Drugs Allocation Indicators in Iran: A Fuzzy Delphi Method Based Consensus
Objective: Almost all countries are affected by a variety of drug-supply problems and spend a considerable amount of time and resources to address shortages. The current study aims to reach a consensus on the scarce drug allocation measures to improve the allocation process of scarce drugs in Iran by a population needs-based approach. Methods: To achieve the objective, two phases were co...
متن کاملThe Material Basis of ICT
Technologies for storing, transmitting, and processing information have made astounding progress in dematerialization. The amount of physical mass needed to represent one bit of information has dramatically decreased in the last few years, and is still declining. However, information will always need a material basis. In this chapter, we address both the upstream (from mining to the product) an...
متن کامل