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
Computer Science D-index 40 Citations 6,774 229 World Ranking 4461 National Ranking 2221
Electronics and Electrical Engineering D-index 34 Citations 5,575 172 World Ranking 2539 National Ranking 1035

Research.com Recognitions

Awards & Achievements

2012 - IEEE Fellow For contributions to low power embedded system design and to very large scale integration architectures for signal processing

Overview

What is he best known for?

The fields of study he is best known for:

  • Operating system
  • Artificial intelligence
  • Algorithm

Chaitali Chakrabarti spends much of his time researching Parallel computing, Embedded system, Electronic engineering, Energy consumption and Efficient energy use. His research in Parallel computing intersects with topics in Discrete wavelet transform, Wavelet transform and Signal processing. In his research, Transform coding is intimately related to JPEG 2000, which falls under the overarching field of Wavelet transform.

His studies deal with areas such as Supercomputer, Software-defined radio, Interleaved memory, Power budget and SIMD as well as Embedded system. The various areas that Chaitali Chakrabarti examines in his Energy consumption study include Scheduling and Mathematical optimization. His study in Efficient energy use is interdisciplinary in nature, drawing from both RF front end, Energy and Code division multiple access.

His most cited work include:

  • A VLSI architecture for lifting-based forward and inverse wavelet transform (315 citations)
  • SODA: A Low-power Architecture For Software Radio (220 citations)
  • Efficient realizations of the discrete and continuous wavelet transforms: from single chip implementations to mappings on SIMD array computers (211 citations)

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

The scientist’s investigation covers issues in Parallel computing, Algorithm, Electronic engineering, Embedded system and Computer hardware. The concepts of his Parallel computing study are interwoven with issues in Field-programmable gate array, Decoding methods, Very-large-scale integration and Discrete wavelet transform. His Algorithm research includes themes of Filter and Artificial intelligence.

His research in Electronic engineering intersects with topics in Energy consumption, Electronic circuit and Low-power electronics. His Energy consumption study incorporates themes from Energy, Real-time computing and Efficient energy use. In his research on the topic of Embedded system, Signal processing is strongly related with SIMD.

He most often published in these fields:

  • Parallel computing (24.04%)
  • Algorithm (17.31%)
  • Electronic engineering (16.99%)

What were the highlights of his more recent work (between 2015-2021)?

  • Artificial neural network (5.45%)
  • Computer hardware (13.46%)
  • Artificial intelligence (9.62%)

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

His scientific interests lie mostly in Artificial neural network, Computer hardware, Artificial intelligence, Algorithm and Computation. The Computer hardware study combines topics in areas such as Resistive random-access memory, Reduction, Energy, Node and Error detection and correction. His Energy study which covers Electronic engineering that intersects with Reliability, Efficient energy use, BCH code and Layer.

His Artificial intelligence research is multidisciplinary, relying on both Binary number, Computer vision and Pattern recognition. Electrical engineering is closely connected to Process in his research, which is encompassed under the umbrella topic of Algorithm. Chaitali Chakrabarti has researched Parallel computing in several fields, including Multiplication algorithm and Triangular matrix.

Between 2015 and 2021, his most popular works were:

  • OuterSPACE: An Outer Product Based Sparse Matrix Multiplication Accelerator (54 citations)
  • Efficient memory compression in deep neural networks using coarse-grain sparsification for speech applications (25 citations)
  • A Deep Q-Learning Approach for Dynamic Management of Heterogeneous Processors (19 citations)

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

  • Operating system
  • Artificial intelligence
  • Algorithm

Chaitali Chakrabarti mainly investigates Artificial neural network, Artificial intelligence, Resistive random-access memory, Reduction and Computer hardware. His Artificial neural network research is multidisciplinary, incorporating perspectives in Algorithm, Memory footprint and Cluster analysis. Chaitali Chakrabarti interconnects Dram, Electronic engineering and Overhead in the investigation of issues within Resistive random-access memory.

His Electronic engineering research incorporates elements of Reliability, Access time, Instructions per cycle, Energy and Efficient energy use. His study on Reduction also encompasses disciplines like

  • Speech recognition that intertwine with fields like Bottleneck, Very-large-scale integration and Neuromorphic engineering,
  • Granularity together with Real-time computing, Code rate, Feature and Code,
  • Word error rate that intertwine with fields like Computer engineering. Chaitali Chakrabarti usually deals with Time delay neural network and limits it to topics linked to Pattern recognition and Embedded system.

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

A VLSI architecture for lifting-based forward and inverse wavelet transform

K. Andra;C. Chakrabarti;T. Acharya.
IEEE Transactions on Signal Processing (2002)

512 Citations

SODA: A Low-power Architecture For Software Radio

Yuan Lin;Hyunseok Lee;Mark Woh;Yoav Harel.
international symposium on computer architecture (2006)

309 Citations

Efficient realizations of the discrete and continuous wavelet transforms: from single chip implementations to mappings on SIMD array computers

C. Chakrabarti;M. Vishwanath.
IEEE Transactions on Signal Processing (1995)

301 Citations

Memory exploration for low power, embedded systems

Wen-Tsong Shiue;Chaitali Chakrabarti.
design automation conference (1999)

260 Citations

Architectures for wavelet transforms: A survey

Chaitali Chakrabarti;Mohan Vishwanath;Robert M. Owens.
signal processing systems (1996)

230 Citations

A high-performance JPEG2000 architecture

K. Andra;C. Chakrabarti;T. Acharya.
IEEE Transactions on Circuits and Systems for Video Technology (2003)

187 Citations

A System Level Energy Model and Energy-Quality Evaluation for Integrated Transceiver Front-Ends

Ye Li;B. Bakkaloglu;C. Chakrabarti.
IEEE Transactions on Very Large Scale Integration Systems (2007)

185 Citations

A Survey on Lifting-based Discrete Wavelet Transform Architectures

Tinku Acharya;Chaitali Chakrabarti.
signal processing systems (2006)

173 Citations

A Distributed Canny Edge Detector: Algorithm and FPGA Implementation

Qian Xu;Srenivas Varadarajan;Chaitali Chakrabarti;Lina J. Karam.
IEEE Transactions on Image Processing (2014)

154 Citations

SODA: A High-Performance DSP Architecture for Software-Defined Radio

Y. Lin;H. Lee;M. Woh;Y. Harel.
IEEE Micro (2007)

129 Citations

Best Scientists Citing Chaitali Chakrabarti

Mahmut Kandemir

Mahmut Kandemir

Pennsylvania State University

Publications: 54

Luca Benini

Luca Benini

University of Bologna

Publications: 40

Mary Jane Irwin

Mary Jane Irwin

Pennsylvania State University

Publications: 37

Liang-Gee Chen

Liang-Gee Chen

National Taiwan University

Publications: 36

Trevor Mudge

Trevor Mudge

University of Michigan–Ann Arbor

Publications: 25

Scott Mahlke

Scott Mahlke

University of Michigan–Ann Arbor

Publications: 24

Francky Catthoor

Francky Catthoor

KU Leuven

Publications: 20

Kaushik Roy

Kaushik Roy

Purdue University West Lafayette

Publications: 20

Henk Corporaal

Henk Corporaal

Eindhoven University of Technology

Publications: 20

N. Vijaykrishnan

N. Vijaykrishnan

Pennsylvania State University

Publications: 18

Keqin Li

Keqin Li

State University of New York

Publications: 17

Saraju P. Mohanty

Saraju P. Mohanty

University of North Texas

Publications: 17

Nikil Dutt

Nikil Dutt

University of California, Irvine

Publications: 16

Magdy Bayoumi

Magdy Bayoumi

University of Louisiana at Lafayette

Publications: 16

Vijaykrishnan Narayanan

Vijaykrishnan Narayanan

Pennsylvania State University

Publications: 15

J. Ramanujam

J. Ramanujam

Louisiana State University

Publications: 15

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.

If you think any of the details on this page are incorrect, let us know.

Contact us
Something went wrong. Please try again later.