D-Index & Metrics Best Publications

D-Index & Metrics

Discipline name D-index D-index (Discipline H-index) only includes papers and citation values for an examined discipline in contrast to General H-index which accounts for publications across all disciplines. Citations Publications World Ranking National Ranking
Electronics and Electrical Engineering D-index 41 Citations 6,372 147 World Ranking 1749 National Ranking 37

Overview

What is he best known for?

The fields of study he is best known for:

  • Electrical engineering
  • Artificial intelligence
  • Control theory

His primary areas of study are Phase-change memory, Electronic engineering, Nanotechnology, Neuromorphic engineering and Spiking neural network. In his articles, Abu Sebastian combines various disciplines, including Phase-change memory and Key. His research integrates issues of Transfer function, Actuator, Electrical engineering, Microelectromechanical systems and Reliability in his study of Electronic engineering.

His work on Nanoscopic scale as part of general Nanotechnology research is often related to Stochastic process, thus linking different fields of science. His Neuromorphic engineering research focuses on subjects like Crossbar switch, which are linked to Path, Signal and Massively parallel. His study looks at the intersection of Spiking neural network and topics like Computer architecture with State.

His most cited work include:

  • Stochastic phase-change neurons (433 citations)
  • Neuromorphic computing using non-volatile memory (393 citations)
  • High bandwidth nano-positioner: A robust control approach (379 citations)

What are the main themes of his work throughout his whole career to date?

Abu Sebastian focuses on Electronic engineering, Phase-change memory, Resistive random-access memory, Artificial intelligence and Electrical engineering. Abu Sebastian has researched Electronic engineering in several fields, including Cantilever, Nonlinear system, Computer data storage and Microelectromechanical systems. His Cantilever study combines topics in areas such as Nanotechnology and Actuator.

Abu Sebastian focuses mostly in the field of Phase-change memory, narrowing it down to topics relating to Artificial neural network and, in certain cases, Crossbar switch. His work deals with themes such as Signal, State and Topology, which intersect with Resistive random-access memory. His work on Deep learning, Spiking neural network and Inference as part of general Artificial intelligence research is frequently linked to In-Memory Processing, thereby connecting diverse disciplines of science.

He most often published in these fields:

  • Electronic engineering (26.74%)
  • Phase-change memory (20.54%)
  • Resistive random-access memory (15.12%)

What were the highlights of his more recent work (between 2018-2021)?

  • Artificial intelligence (12.79%)
  • In-Memory Processing (8.53%)
  • Deep learning (6.98%)

In recent papers he was focusing on the following fields of study:

Abu Sebastian mainly focuses on Artificial intelligence, In-Memory Processing, Deep learning, Phase-change memory and Artificial neural network. His study looks at the relationship between Artificial intelligence and topics such as Crossbar switch, which overlap with Compensation and Nonlinear system. He interconnects Computer architecture, Computer engineering and Analog computer in the investigation of issues within Deep learning.

His Phase-change memory research integrates issues from Resistive random-access memory, Electronic engineering, Mixing, Convolutional neural network and Electrical engineering. His research in Electronic engineering is mostly focused on Bandwidth. His studies in Artificial neural network integrate themes in fields like Pipeline, Computation, Dataflow and Pattern recognition.

Between 2018 and 2021, his most popular works were:

  • Memory devices and applications for in-memory computing. (103 citations)
  • In-memory computing on a photonic platform (87 citations)
  • Accurate deep neural network inference using computational phase-change memory. (33 citations)

In his most recent research, the most cited papers focused on:

  • Electrical engineering
  • Artificial intelligence
  • Control theory

His main research concerns Artificial intelligence, Phase-change memory, Deep learning, In-Memory Processing and Von Neumann architecture. His work in the fields of Artificial intelligence, such as Artificial neural network, Spiking neural network and Robustness, intersects with other areas such as Randomness. His Spiking neural network study integrates concerns from other disciplines, such as Neuromorphic engineering, Supervised learning, Spike and Computational model.

His research investigates the connection with Neuromorphic engineering and areas like Computer architecture which intersect with concerns in Computation. His Phase-change memory study incorporates themes from Convolutional neural network, Electrical engineering and Resistive random-access memory. His In-Memory Processing research overlaps with other disciplines such as Data processing, Computer data storage and Electronic circuit.

This overview was generated by a machine learning system which analysed the scientist’s body of work. If you have any feedback, you can contact us here.

Best Publications

Neuromorphic computing using non-volatile memory

Geoffrey W. Burr;Robert M. Shelby;Abu Sebastian;Sangbum Kim.
Advances in Physics: X (2017)

602 Citations

Stochastic phase-change neurons

Tomas Tuma;Angeliki Pantazi;Manuel Le Gallo;Manuel Le Gallo;Abu Sebastian.
Nature Nanotechnology (2016)

568 Citations

High bandwidth nano-positioner: A robust control approach

S. Salapaka;A. Sebastian;J. P. Cleveland;M. V. Salapaka.
Review of Scientific Instruments (2002)

482 Citations

Design methodologies for robust nano-positioning

A. Sebastian;S.M. Salapaka.
IEEE Transactions on Control Systems and Technology (2005)

349 Citations

Neuromorphic computing with multi-memristive synapses

Irem Boybat;Irem Boybat;Manuel Le Gallo;S. R. Nandakumar;S. R. Nandakumar;Timoleon Moraitis.
Nature Communications (2018)

292 Citations

Recent Progress in Phase-Change Memory Technology

Geoffrey W. Burr;Matthew J. BrightSky;Abu Sebastian;Huai-Yu Cheng.
IEEE Journal on Emerging and Selected Topics in Circuits and Systems (2016)

244 Citations

Neuromorphic computing with multi-memristive synapses

Irem Boybat;Manuel Le Gallo;Nandakumar S. R.;Timoleon Moraitis.
arXiv: Emerging Technologies (2017)

235 Citations

Ultralow nanoscale wear through atom-by-atom attrition in silicon-containing diamond-like carbon

Harish Bhaskaran;Harish Bhaskaran;Bernd Gotsmann;Abu Sebastian;Ute Drechsler.
Nature Nanotechnology (2010)

221 Citations

Mixed-precision in-memory computing

Manuel Le Gallo;Manuel Le Gallo;Abu Sebastian;Roland Mathis;Matteo Manica;Matteo Manica.
Nature Electronics (2018)

181 Citations

Crystal growth within a phase change memory cell.

Abu Sebastian;Manuel Le Gallo;Daniel Krebs.
Nature Communications (2014)

175 Citations

Best Scientists Citing Abu Sebastian

S. O. Reza Moheimani

S. O. Reza Moheimani

The University of Texas at Dallas

Publications: 65

Ian R. Petersen

Ian R. Petersen

Australian National University

Publications: 62

Andrew J. Fleming

Andrew J. Fleming

University of Newcastle Australia

Publications: 53

Hemanshu R. Pota

Hemanshu R. Pota

UNSW Sydney

Publications: 48

Georg Schitter

Georg Schitter

TU Wien

Publications: 44

S. O. R. Moheimani

S. O. R. Moheimani

University of Newcastle Australia

Publications: 34

Evangelos S. Eleftheriou

Evangelos S. Eleftheriou

IBM (United States)

Publications: 29

Kam K. Leang

Kam K. Leang

University of Utah

Publications: 27

Zhitang Song

Zhitang Song

Chinese Academy of Sciences

Publications: 27

Daniele Ielmini

Daniele Ielmini

Politecnico di Milano

Publications: 25

J. Joshua Yang

J. Joshua Yang

University of Southern California

Publications: 24

Robert W. Carpick

Robert W. Carpick

University of Pennsylvania

Publications: 23

Qingsong Xu

Qingsong Xu

University of Macau

Publications: 23

Matthias Wuttig

Matthias Wuttig

RWTH Aachen University

Publications: 22

Kaushik Roy

Kaushik Roy

Purdue University West Lafayette

Publications: 20

Qiangfei Xia

Qiangfei Xia

University of Massachusetts Amherst

Publications: 19

Profile was last updated on December 6th, 2021.
Research.com Ranking is based on data retrieved from the Microsoft Academic Graph (MAG).
The ranking d-index is inferred from publications deemed to belong to the considered discipline.

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