Application Specific Instrumentation (ASIN): A Bio-inspired Paradigm to Instrumentation by fusing sensors and AI (SensAI)

Amit Kumar Mishra*

*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceedingConference Proceeding (Non-Journal item)

Abstract

Nature has, consistently, been an inspiration for scientists and engineers. In this paper, I present a novel paradigm to instrumentation where we co-develop the sensor and machine learning algorithms to bolster the sensor. This is what happens in most species of animals through generations of coevolution. Such sensor and AI (SensAI) empowered instruments are expected to be inexpensive as well as more efficient (in the applications for which they have been developed). In addition to presenting the modus operandi of this application specific instrumentation (ASIN) paradigm this paper shall also, briefly, discuss some of the successful demonstrations of the ASIN paradigm.

Original languageEnglish
Title of host publicationDSMLAI '21
Subtitle of host publicationProceedings of the International Conference on Data Science, Machine Learning and Artificial Intelligence
EditorsDharm Singh Jat, Colin Stanley, Jose Quenum, Nilanjan Dey, Arpit Jain
PublisherAssociation for Computing Machinery
Pages1-6
Number of pages6
ISBN (Electronic)9781450387637
DOIs
Publication statusPublished - 13 Jan 2022
Externally publishedYes
Event1st International Conference on Data Science, Machine Learning and Artificial Intelligence, DSMLAI 2021 - Virtual, Online, Namibia
Duration: 09 Aug 202112 Aug 2021

Publication series

NameACM International Conference Proceeding Series

Conference

Conference1st International Conference on Data Science, Machine Learning and Artificial Intelligence, DSMLAI 2021
Country/TerritoryNamibia
CityVirtual, Online
Period09 Aug 202112 Aug 2021

Keywords

  • Artificial Intelligence
  • Bio-inspired
  • Bio-inspired Architecture
  • Instrumentation
  • Machine Learning
  • Sensors

Fingerprint

Dive into the research topics of 'Application Specific Instrumentation (ASIN): A Bio-inspired Paradigm to Instrumentation by fusing sensors and AI (SensAI)'. Together they form a unique fingerprint.

Cite this