3m Innovative Properties Company

Aut Ventures Limited

Sm Innovative Properties Company

Yixiong Chen

Andrew R Fox

Ling Chen

Pan Liu

Jie Zhou

Liang Cheng

Yinghua Yang

Weilai Jiang

Zhijun Yang

Liliang Liu

Xiaodan Chen

Wenqian Tang

Nikola Kirilov Kasabov

Zeng-Guang Hou

Valery Feigin

A room air purifier including an RFID reader and a wireless communication unit, and methods of using such a room air purifier.

Room air purifier with RFID reader

A room air purifier comprises housing (), air filter (), RFID reader (), RFID tag (), and a wireless communication unit (). A method is how to operating the room air purifier.

This invention involves use of temporal or spatio/spector-temporal data (SSTD) for early classification of outputs that are results of spatio-temporal patterns of data. Classification models are based on spiking neural networks (SNN) suitable to learn and classify SSTD. The invention may predict early events in many applications, i.e. engineering, bioinformatics, neuroinformatics, predicting response to treatment of neurological and brain disease, ecology, environment, medicine, and economics, among others. The invention involves a method and system for personalized modelling of SSTD and early prediction of events based on evolving spiking neural network reservoir architecture (eSNNr). The system includes a spike-time encoding module to encode continuous value input information into spike trains, a recurrent 3D SNNr and an eSSN as an output classification module.

Method and system for predicting outcomes based on spatio/spectro-temporal data

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Shanghai, China

Yixiong Chen