Funded Projects

Flexible IoT Devices With Integrated Inference AI

Funded February 2019
Submitted by Arindam Sanyal
Project Team
portrait of Sanyal
Arindam Sanyal
Electrical Engineering
Silver Coin
portrait of Seo
Jung-Hun Seo
Materials Design and Innovation
Silver Coin
portrait of Mazumder
Baishakhi Mazumder
Materials Design and Innovation
 
Description
Rapid expansion of internet-of-things (IoT) will produce an extremely large volume of data from connected devices. While this raw data holds critical information and insights, it is extremely difficult for humans to parse large volume of data and take actions in real time. This is where artificial intelligence (AI) steps in to provide real-time actionable insights. While the synergistic relation between IoT and AI holds the key for success of IoT, there are several challenges with the current framework in which IoT device collects raw data and uses cloud services for storage and AI analysis before the decisions/insights are made available to the end-user. The 3 outstanding challenges are: i) transmission of large volume of data creates a bottleneck for communication network and increases latency; ii) use of cloud services increases probability for security breaches; and iii) use of rigid silicon electronics for IoT devices limits their use in the growing flexible devices market, which encompasses healthcare to consumer applications. To address the above-mentioned challenges, we will explore development of a new generation of “super-IoT” devices that will not require cloud services for AI based analysis and will also be flexible. The proposed IoT devices can lead to a new framework for IoT that will be more secure and also need less transmission bandwidth than the existing IoT devices. We envision that these new generation of IoT devices will find applications in a wide variety of fields, from healthcare to automotive to structural health monitoring.

More Buffalo Blue Sky Projects

33 Funded Projects

2021

  • BUFFALO BLUE SKY

portrait of Zivadinov
Robert Zivadinov
Neurology
Bronze Coin

  • BUFFALO BLUE SKY

portrait of Nowak
Norma Nowak
Biochemistry
Bronze Coin

  • BUFFALO BLUE SKY

portrait of Mu
Xiuqian Mu
Ophthalmology
Bronze Coin
portrait of Xu
Ding Xu
Oral Biology
Bronze Coin
portrait of Zhang
Sarah Zhang
Ophthalmology
Bronze Coin

  • BUFFALO BLUE SKY

portrait of Lovell
Jonathan Lovell
Biomedical Engineering
Gold Coin

  • BUFFALO BLUE SKY

portrait of Dietz
David Dietz
Pharmacology and Toxicology
Gold Coin
portrait of Armbruster
Chelsie Armbruster
Microbiology and Immunology
Bronze Coin
portrait of Panepinto
John Panepinto
Microbiology and Immunology
Bronze Coin

  • BUFFALO BLUE SKY

portrait of Zhao
Ruogang Zhao
Biomedical Engineering
Bronze Coin

  • BUFFALO BLUE SKY

portrait of Talal
Andrew Talal
Medicine
Gold Coin
portrait of Kennedy
Oliver Kennedy
Computer Science and Engineering
Bronze Coin
portrait of Markatou
Marianthi Markatou
Biostatistics
Bronze Coin

  • BUFFALO BLUE SKY

portrait of Nouh
Mostafa Nouh
Mechanical and Aerospace Engineering
Bronze Coin
portrait of Sanyal
Arindam Sanyal
Electrical Engineering
Bronze Coin

  • BUFFALO BLUE SKY

portrait of Hicar
Mark Hicar
Pediatrics
Bronze Coin

  • BUFFALO BLUE SKY

portrait of Balthasar
Gold Coin

  • BUFFALO BLUE SKY

portrait of Mastronarde
Nicholas Mastronarde
Electrical Engineering
Bronze Coin
portrait of Okumus
Pinar Okumus
Civil, Structural and Environmental Engineering
Bronze Coin

  • BUFFALO BLUE SKY

portrait of Buck
Michael Buck
Biochemistry
Bronze Coin
portrait of Daniels
Derek Daniels
Biological Sciences
Bronze Coin
portrait of Mietlicki-Baase
Elizabeth Mietlicki-Baase
Exercise and Nutrition Sciences
Bronze Coin

  • BUFFALO BLUE SKY

portrait of Epstein
Leonard Epstein
Pediatrics
Gold Coin
portrait of Leone
Lucia Leone
Community Health and Health Behavior
Gold Coin
portrait of Temple
Jennifer Temple
Exercise and Nutrition Sciences
Silver Coin

  • BUFFALO BLUE SKY

portrait of Liang
Xiao Liang
Civil, Structural and Environmental Engineering
Bronze Coin
portrait of Zheng
Minghui Zheng
Mechanical and Aerospace Engineering
Bronze Coin

  • BUFFALO BLUE SKY

portrait of Ostrov
Jamie Ostrov
Psychology
Bronze Coin

  • BUFFALO BLUE SKY

portrait of Pfeifer
Blaine Pfeifer
Chemical and Biological Engineering
Bronze Coin
portrait of Russo
Thomas Russo
Medicine
Bronze Coin

  • BUFFALO BLUE SKY

portrait of Chang
Yu-Ping Chang
Nursing
Silver Coin

  • BUFFALO BLUE SKY

portrait of Kirkwood
Keith Kirkwood
Oral Biology
Gold Coin
portrait of Meyer
Paul Meyer
Psychology
Gold Coin

  • BUFFALO BLUE SKY

portrait of Wu
Yun Wu
Biomedical Engineering
Gold Coin
portrait of Gan
Qiaoqiang Gan
Electrical Engineering
Bronze Coin
portrait of Jornet
Josep Jornet
Electrical Engineering
Bronze Coin
portrait of Ying
Leslie Ying
Biomedical Engineering
Bronze Coin

  • BUFFALO BLUE SKY

portrait of Kramer
Jill Kramer
Oral Biology
Bronze Coin
portrait of Romano
Rose-Anne Romano
Oral Biology
Bronze Coin
portrait of Sinha
Satrajit Sinha
Biochemistry
Bronze Coin

  • BUFFALO BLUE SKY

portrait of Setlur
Srirangaraj Setlur
Computer Science and Engineering
Gold Coin
portrait of Chowdhury
Souma Chowdhury
Mechanical and Aerospace Engineering
Bronze Coin
portrait of Dantu
Karthik Dantu
Computer Science and Engineering
Bronze Coin

  • BUFFALO BLUE SKY

portrait of Khorasani
Negar Khorasani
Civil, Structural and Environmental Engineering
Bronze Coin
portrait of Sun
Kang Sun
Civil, Structural and Environmental Engineering
Bronze Coin
portrait of Wilson
Adam Wilson
Geography
Bronze Coin

  • BUFFALO BLUE SKY

portrait of Mercado
Eduardo Mercado
Psychology
Bronze Coin
portrait of Tjaden
Kris Tjaden
Communicative Disorders and Sciences
Bronze Coin

  • BUFFALO BLUE SKY

portrait of Jarvis
James Jarvis
Pediatrics
Silver Coin
portrait of Ionita
Ciprian Ionita
Biomedical Engineering
Bronze Coin
portrait of Poulsen
David Poulsen
Neurosurgery
Bronze Coin
portrait of Siddiqui
Adnan Siddiqui
Neurosurgery
Bronze Coin

  • BUFFALO BLUE SKY

portrait of Yan
Zhen Yan
Physiology and Biophysics
Gold Coin
portrait of Feng
Jian Feng
Physiology and Biophysics
Bronze Coin
portrait of Pralle
Arnd Pralle
Physics
Bronze Coin

  • BUFFALO BLUE SKY

portrait of Hostler
Dave Hostler
Exercise and Nutrition Sciences
Gold Coin
portrait of Homish
Gregory Homish
Community Health and Health Behavior
Bronze Coin
portrait of Violanti
John Violanti
Epidemiology and Environmental Health
Bronze Coin

  • BUFFALO BLUE SKY

portrait of Sun
Wei Sun
Communicative Disorders and Sciences
Bronze Coin
portrait of Xu
Wenyao Xu
Computer Science and Engineering
Bronze Coin

  • BUFFALO BLUE SKY

portrait of Cullen
Paul Cullen
Biological Sciences
Bronze Coin
portrait of Gokcumen
Omer Gokcumen
Biological Sciences
Bronze Coin
portrait of Ruhl
Stefan Ruhl
Oral Biology
Bronze Coin

  • BUFFALO BLUE SKY

portrait of Lin
Haiqing Lin
Chemical and Biological Engineering
Gold Coin
portrait of Wu
Gang Wu
Chemical and Biological Engineering
Gold Coin
portrait of Aich
Nirupam Aich
Civil, Structural and Environmental Engineering
Bronze Coin

  • BUFFALO BLUE SKY

portrait of Szigeti
Kinga Szigeti
Neurology
Silver Coin
portrait of Auerbach
Anthony Auerbach
Physiology and Biophysics
Bronze Coin

  • BUFFALO BLUE SKY

portrait of Feltri
M Feltri
Biochemistry
Gold Coin
portrait of Sim
Fraser Sim
Pharmacology and Toxicology
Bronze Coin
portrait of Wrabetz
Lawrence Wrabetz
Neurology
Bronze Coin

  • BUFFALO BLUE SKY

portrait of Zhuang
Jun Zhuang
Industrial and Systems Engineering
Bronze Coin

  • BUFFALO BLUE SKY

portrait of Neelamegham
Sriram Neelamegham
Chemical and Biological Engineering
Gold Coin

Presented by University at Buffalo - Research and Economic Development
Buffalo Blue Sky © 2024