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1

Circuits and Architectures for In-Memory Computing-Based Machine Learning Accelerators

Ankit, Aayush, Chakraborty, Indranil, Agrawal, Amogh, Ali, Mustafa, Roy, Kaushik

Journal:

Year:

2020

File:

PDF, 2.79 MB

2020

2

1T Non-Volatile Memory Design Using Sub-10nm Ferroelectric FETs

Sharma, Ankit, Roy, Kaushik

Journal:

IEEE Electron Device Letters

Year:

2018

Language:

english

File:

PDF, 423 KB

english, 2018

3

Colocynth Extracts Prevent Epithelial to Mesenchymal Transition and Stemness of Breast Cancer Cells

Chowdhury, Kaushik, Sharma, Ankit, Kumar, Suresh, Gunjan, Gyanesh K., Nag, Alo, Mandal, Chandi C.

Journal:

Frontiers in Pharmacology

Year:

2017

Language:

english

File:

PDF, 5.13 MB

english, 2017

4

SPARE: Spiking Neural Network Acceleration Using ROM-Embedded RAMs as In-Memory-Computation Primitives

Agrawal, Amogh, Ankit, Aayush, Roy, Kaushik

Journal:

IEEE Transactions on Computers

Year:

2018

Language:

english

File:

PDF, 2.22 MB

english, 2018

5

An All-Memristor Deep Spiking Neural Computing System: A Step Toward Realizing the Low-Power Stochastic Brain

Wijesinghe, Parami, Ankit, Aayush, Sengupta, Abhronil, Roy, Kaushik

Journal:

IEEE Transactions on Emerging Topics in Computational Intelligence

Year:

2018

Language:

english

File:

PDF, 2.65 MB

english, 2018

6

Neural network accelerator design with resistive crossbars: Opportunities and challenges

Jain, Shubham, Ankit, Aayush, Chakraborty, Indranil, Gokmen, Tayfun, Rasch, Malte, Haensch, Wilfried E., Roy, Kaushik, Raghunathan, Anand

Journal:

IBM Journal of Research and Development

Year:

2019

Language:

english

File:

PDF, 3.74 MB

english, 2019

7

Resistive Crossbars as Approximate Hardware Building Blocks for Machine Learning: Opportunities and Challenges

Chakraborty, Indranil, Ali, Mustafa, Ankit, Aayush, Jain, Shubham, Roy, Sourjya, Sridharan, Shrihari, Agrawal, Amogh, Raghunathan, Anand, Roy, Kaushik

Journal:

Proceedings of the IEEE

Year:

2020

File:

PDF, 11.24 MB

2020

8

Fast food consumption in children

Jaya Shankar Kaushik, Manish Narang, Ankit Parakh

Journal:

Indian Pediatrics

Year:

2011

Language:

english

File:

PDF, 88 KB

english, 2011

9

Ceftaroline: a comprehensive update

Darpan Kaushik, Sudeep Rathi, Ankit Jain

Journal:

International Journal of Antimicrobial Agents

Year:

2011

Language:

english

File:

PDF, 293 KB

english, 2011

10

[IEEE 2014 IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB) - Honolulu, HI, USA (2014.5.21-2014.5.24)] 2014 IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology - An eLORETA EEG analysis to spatially resolve real and imagined neuromotor control

Kaushik, Ankit, Smart, Otis

Year:

2014

Language:

english

File:

PDF, 1.74 MB

english, 2014

11

GaSb-InAs n-TFET With Doped Source Underlap Exhibiting Low Subthreshold Swing at Sub-10-nm Gate-Lengths

Sharma, Ankit, Goud, Akkala Arun, Roy, Kaushik

Journal:

IEEE Electron Device Letters

Year:

2014

Language:

english

File:

PDF, 750 KB

english, 2014

12

[IEEE 2015 73rd Annual Device Research Conference (DRC) - Columbus, OH, USA (2015.6.21-2015.6.24)] 2015 73rd Annual Device Research Conference (DRC) - P-channel Tunneling Field Effect Transistor (TFET): Sub-10nm technology enablement by GaSb-InAs with doped source underlap

Sharma, Ankit, Goud, A. Arun, Roy, Kaushik

Year:

2015

Language:

english

File:

PDF, 1.16 MB

english, 2015

13

[IEEE 2015 IEEE International Symposium on Dynamic Spectrum Access Networks (DySPAN) - Stockholm, Sweden (2015.9.29-2015.10.2)] 2015 IEEE International Symposium on Dynamic Spectrum Access Networks (DySPAN) - Spectrum sharing for 5G wireless systems (Spectrum sharing challenge)

Kaushik, Ankit, Wunsch, Felix, Sagainov, Andrej, Cuervo, Nicolas, Demel, Johannes, Koslowski, Sebastian, Jakel, Holger, Jondral, Friedrich

Year:

2015

Language:

english

File:

PDF, 197 KB

english, 2015

14

Sensing-Throughput Tradeoff for Interweave Cognitive Radio System: A Deployment-Centric Viewpoint

Kaushik, Ankit, Sharma, Shree Krishna, Chatzinotas, Symeon, Ottersten, Bjorn, Jondral, Friedrich

Journal:

IEEE Transactions on Wireless Communications

Year:

2016

Language:

english

File:

PDF, 2.25 MB

english, 2016

15

[IEEE 2014 IEEE 25th Annual International Symposium on Personal, Indoor, and Mobile Radio Communications (PIMRC) - Washington DC, USA (2014.9.2-2014.9.5)] 2014 IEEE 25th Annual International Symposium on Personal, Indoor, and Mobile Radio Communication (PIMRC) - Operating characteristics of underlay cognitive relay networks

Kaushik, Ankit, Tanbourgi, Ralph, Jondral, Friedrich

Year:

2014

Language:

english

File:

PDF, 253 KB

english, 2014

16

[IEEE 2014 IEEE Wireless Communications and Networking Conference (WCNC) - Istanbul, Turkey (2014.4.6-2014.4.9)] 2014 IEEE Wireless Communications and Networking Conference (WCNC) - On the estimation of channel state transitions for cognitive radio systems

Kaushik, Ankit, Jondral, Friedrich K.

Year:

2014

Language:

english

File:

PDF, 235 KB

english, 2014

17

[ACM Press the 8th Annual ACM India Conference - Ghaziabad, India (2015.10.29-2015.10.31)] Proceedings of the 8th Annual ACM India Conference on - Compute '15 - An Empirical evaluation of CostBoost Extensions for Cost-Sensitive Classification

Desai, Ankit, Jadav, Kaushik, Chaudhary, Sanjay

Year:

2015

Language:

english

File:

PDF, 494 KB

english, 2015

18

Source-Underlapped GaSb-InAs TFETs With Applications to Gain Cell Embedded DRAMs

Sharma, Ankit, Akkala, Arun Goud, Kulkarni, Jaydeep P., Roy, Kaushik

Journal:

IEEE Transactions on Electron Devices

Year:

2016

Language:

english

File:

PDF, 1.89 MB

english, 2016

19

Proposal of an Intrinsic-Source Broken-Gap Tunnel FET to Reduce Band-Tail Effects on Subthreshold Swing: A Simulation Study

Sharma, Ankit, Reza, Ahmed Kamal, Roy, Kaushik

Journal:

IEEE Transactions on Electron Devices

Year:

2016

Language:

english

File:

PDF, 1.52 MB

english, 2016

20

[IEEE ICC 2015 - 2015 IEEE International Conference on Communications - London, United Kingdom (2015.6.8-2015.6.12)] 2015 IEEE International Conference on Communications (ICC) - Estimation-throughput tradeoff for Underlay cognitive radio systems

Kaushik, Ankit, Sharma, Shree Krishna, Chatzinotas, Symeon, Ottersten, Bjorn, Jondral, Friedrich

Year:

2015

Language:

english

File:

PDF, 1.15 MB

english, 2015

21

[IEEE Conference Publications Design, Automation and Test in Europe - Grenoble, France (2015.03.9-2015.03.13)] Design, Automation & Test in Europe Conference & Exhibition (DATE), 2015 - Sub-10 nm FinFETs and Tunnel-FETs: From Devices to Systems

Sharma, Ankit, Goud, A. Arun, Roy, Kaushik

Year:

2015

Language:

english

File:

PDF, 495 KB

english, 2015

22

On the Performance Analysis of Underlay Cognitive Radio Systems: A Deployment Perspective

Kaushik, Ankit, Sharma, Shree K., Chatzinotas, Symeon, Ottersten, Bjorn, Jondral, Friedrich K.

Journal:

IEEE Transactions on Cognitive Communications and Networking

Year:

2016

Language:

english

File:

PDF, 1.35 MB

english, 2016

23

[IEEE ICC 2016 - 2016 IEEE International Conference on Communications - Kuala Lumpur, Malaysia (2016.5.22-2016.5.27)] 2016 IEEE International Conference on Communications (ICC) - Performance analysis of hybrid cognitive radio systems with imperfect channel knowledge

Kaushik, Ankit, Sharma, Shree Krishna, Chatzinotas, Symeon, Ottersten, Bjorn, Jondral, Friedrich

Year:

2016

Language:

english

File:

PDF, 228 KB

english, 2016

24

Buffered Spin-Torque Sensors for Minimizing Delay and Energy Consumption in Global Interconnects

Al Azim, Zubair, Sharma, Ankit, Roy, Kaushik

Journal:

IEEE Magnetics Letters

Year:

2016

Language:

english

File:

PDF, 739 KB

english, 2016

25

FALCON: Feature Driven Selective Classification for Energy-Efficient Image Recognition

Panda, Priyadarshini, Ankit, Aayush, Wijesinghe, Parami, Roy, Kaushik

Journal:

IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems

Year:

2017

Language:

english

File:

PDF, 5.63 MB

english, 2017

26

[IEEE 2016 IEEE 84th Vehicular Technology Conference (VTC-Fall) - Montreal, QC, Canada (2016.9.18-2016.9.21)] 2016 IEEE 84th Vehicular Technology Conference (VTC-Fall) - Square-Law Selector and Square-Law Combiner for Cognitive Radio Systems: An Experimental Study

Rodes, Lucas, Kaushik, Ankit, Sharma, Shree Krishna, Chatzinotas, Symeon, Jondral, Friedrich

Year:

2016

Language:

english

File:

PDF, 417 KB

english, 2016

27

[IEEE 2016 IEEE 84th Vehicular Technology Conference (VTC-Fall) - Montreal, QC, Canada (2016.9.18-2016.9.21)] 2016 IEEE 84th Vehicular Technology Conference (VTC-Fall) - Performance Analysis of Interweave Cognitive Radio Systems with Imperfect Channel Knowledge over Nakagami Fading Channels

Kaushik, Ankit, Sharma, Shree Krishna, Chatzinotas, Symeon, Ottersten, Bjorn, Jondral, Friedrich

Year:

2016

Language:

english

File:

PDF, 180 KB

english, 2016

28

Simvastatin and MBCD Inhibit Breast Cancer-Induced Osteoclast Activity by Targeting Osteoclastogenic Factors

Chowdhury, Kaushik, Sharma, Ankit, Sharma, Tanu, Kumar, Suresh, Mandal, Chandi C.

Journal:

Cancer Investigation

Year:

2017

Language:

english

File:

PDF, 1.23 MB

english, 2017

29

Design Space Exploration of Hysteresis-Free HfZrOx-based Negative Capacitance FETs

Sharma, Ankit, Roy, Kaushik

Journal:

IEEE Electron Device Letters

Year:

2017

Language:

english

File:

PDF, 950 KB

english, 2017

30

[IEEE 2017 International Joint Conference on Neural Networks (IJCNN) - Anchorage, AK, USA (2017.5.14-2017.5.19)] 2017 International Joint Conference on Neural Networks (IJCNN) - Performance analysis and benchmarking of all-spin spiking neural networks (Special session paper)

Sengupta, Abhronil, Ankit, Aayush, Roy, Kaushik

Year:

2017

Language:

english

File:

PDF, 824 KB

english, 2017

31

Cross-Layer Design Exploration for Energy-Quality Tradeoffs in Spiking and Non-Spiking Deep Artificial Neural Networks

Han, Bing, Ankit, Aayush, Sengupta, Abhronil, Roy, Kaushik

Journal:

IEEE Transactions on Multi-Scale Computing Systems

Year:

2017

Language:

english

File:

PDF, 1.47 MB

english, 2017

32

Presence of a consensus DNA motif at nearby DNA sequence of the mutation susceptible CG nucleotides

Chowdhury, Kaushik, Kumar, Suresh, Sharma, Tanu, Sharma, Ankit, Bhagat, Meenakshi, Kamai, Asangla, Ford, Bridget M., Asthana, Shailendra, Mandal, Chandi C.

Journal:

Year:

2017

Language:

english

File:

PDF, 1.11 MB

english, 2017

33

[ACM Press the 54th Annual Design Automation Conference 2017 - Austin, TX, USA (2017.06.18-2017.06.22)] Proceedings of the 54th Annual Design Automation Conference 2017 on - DAC '17 - RESPARC

Ankit, Aayush, Sengupta, Abhronil, Panda, Priyadarshini, Roy, Kaushik

Year:

2017

Language:

english

File:

PDF, 299 KB

english, 2017

34

[IEEE 2017 IEEE/ACM International Conference on Computer-Aided Design (ICCAD) - Irvine, CA (2017.11.13-2017.11.16)] 2017 IEEE/ACM International Conference on Computer-Aided Design (ICCAD) - TraNNsformer: Neural network transformation for memristive crossbar based neuromorphic system design

Ankit, Aayush, Sengupta, Abhronil, Roy, Kaushik

Year:

2017

Language:

english

File:

PDF, 278 KB

english, 2017

35

RNA secondary structure profiling in zebrafish reveals unique regulatory features

Kaushik, Kriti, Sivadas, Ambily, Vellarikkal, Shamsudheen Karuthedath, Verma, Ankit, Jayarajan, Rijith, Pandey, Satyaprakash, Sethi, Tavprithesh, Maiti, Souvik, Scaria, Vinod, Sivasubbu, Sridhar

Journal:

Year:

2018

Language:

english

File:

PDF, 3.48 MB

english, 2018

36

Loperamide Induced Life Threatening Ventricular Arrhythmia

Upadhyay, Ankit, Bodar, Vijaykumar, Malekzadegan, Mohammad, Singh, Sharanjit, Frumkin, William, Mangla, Aditya, Doshi, Kaushik

Journal:

Case Reports in Cardiology

Year:

2016

Language:

english

File:

PDF, 2.73 MB

english, 2016

37

Energy-Efficient Neural Computing with Approximate Multipliers

Sarwar, Syed Shakib, Venkataramani, Swagath, Ankit, Aayush, Raghunathan, Anand, Roy, Kaushik

Journal:

ACM Journal on Emerging Technologies in Computing Systems

Year:

2018

Language:

english

File:

PDF, 4.51 MB

english, 2018

38

On-board short circuit detection of Li-ion batteries undergoing fixed charging profile as in smartphone applications

Naha, Arunava, Khandelwal, Ashish, Hariharan, Krishnan S., Kaushik, Anshul, Yadu, Ankit, Kolake, Subramanya Mayya

Journal:

IEEE Transactions on Industrial Electronics

Year:

2019

Language:

english

File:

PDF, 3.88 MB

english, 2019

39

Powerline Communication for Enhanced Connectivity in Neuromorphic Systems

Ankit, Aayush, Koo, Minsuk, Sen, Shreyas, Roy, Kaushik

Journal:

IEEE Transactions on Very Large Scale Integration (VLSI) Systems

Year:

2019

Language:

english

File:

PDF, 41 KB

english, 2019

40

Xcel-RAM: Accelerating Binary Neural Networks in High-Throughput SRAM Compute Arrays

Agrawal, Amogh, Jaiswal, Akhilesh, Roy, Deboleena, Han, Bing, Srinivasan, Gopalakrishnan, Ankit, Aayush, Roy, Kaushik

Journal:

IEEE Transactions on Circuits and Systems I: Regular Papers

Year:

2019

Language:

english

File:

PDF, 50 KB

english, 2019

41

Xcel-RAM: Accelerating Binary Neural Networks in High-Throughput SRAM Compute Arrays

Agrawal, Amogh, Jaiswal, Akhilesh, Roy, Deboleena, Han, Bing, Srinivasan, Gopalakrishnan, Ankit, Aayush, Roy, Kaushik

Journal:

IEEE Transactions on Circuits and Systems I: Regular Papers

Year:

2019

File:

PDF, 50 KB

2019

42

Neural network accelerator design with resistive crossbars: Opportunities and challenges

Jain, Shubham, Ankit, Aayush, Chakraborty, Indranil, Gokmen, Tayfun, Rasch, Malte, Haensch, Wilfried E., Roy, Kaushik, Raghunathan, Anand

Journal:

IBM Journal of Research and Development

Year:

2019

File:

PDF, 3.74 MB

2019

43

Incremental Learning in Deep Convolutional Neural Networks Using Partial Network Sharing

Sarwar, Syed Shakib, Ankit, Aayush, Roy, Kaushik

Journal:

Year:

2020

File:

PDF, 3.65 MB

2020

44

Thwarting Radicalisation in India: Lacunae in Policy Initiatives

Bajpai, G.S., Kaushik, Ankit

Journal:

Journal of National Law University Delhi

Year:

2016

File:

PDF, 417 KB

2016

45

Constructing energy-efficient mixed-precision neural networks through principal component analysis for edge intelligence

Chakraborty, Indranil, Roy, Deboleena, Garg, Isha, Ankit, Aayush, Roy, Kaushik

Journal:

Nature Machine Intelligence

Year:

2020

File:

PDF, 2.21 MB

2020

46

[IEEE 2019 IEEE/ACM International Conference on Computer-Aided Design (ICCAD) - Westminster, CO, USA (2019.11.4-2019.11.7)] 2019 IEEE/ACM International Conference on Computer-Aided Design (ICCAD) - PABO: Pseudo Agent-Based Multi-Objective Bayesian Hyperparameter Optimization for Efficient Neural Accelerator Design

Parsa, Maryam, Ankit, Aayush, Ziabari, Amirkoushyar, Roy, Kaushik

Year:

2019

File:

PDF, 8.88 MB

2019

47

PANTHER: A Programmable Architecture for Neural Network Training Harnessing Energy-efficient ReRAM

Ankit, Aayush, Hajj, Izzat El, chalamalasetti, sai, Agarwal, Sapan, Marinella, Matthew, Foltin, Martin, Strachan, John-Paul, Milojicic, Dejan S., Hwu, Wen-Mei W., Roy, Kaushik

Journal:

IEEE Transactions on Computers

Year:

2020

File:

PDF, 5.37 MB

2020

48

Correlation âKâ of foot length with crown rump length in fetuses : an anthropometric study from Kumaun region

Jaiswal, Anamika, Kaushik, Ankit, Singh, A Ð

Journal:

National Journal of Clinical Anatomy

Year:

2018

File:

PDF, 4.61 MB

2018

49

Implementation of an optical universal one-bit arithmetic logical circuit for high-speed processing combinational circuits

Choudhary, Kuldeep, Kaushik, Akash, Semwal, Ankit, Mishra, Saurabh, Kumar, Santosh

Journal:

Optical and Quantum Electronics

Year:

2020

File:

PDF, 1.39 MB

2020

50

[IEEE 2020 57th ACM/IEEE Design Automation Conference (DAC) - San Francisco, CA, USA (2020.7.20-2020.7.24)] 2020 57th ACM/IEEE Design Automation Conference (DAC) - In-Memory Computing in Emerging Memory Technologies for Machine Learning: An Overview

Roy, Kaushik, Chakraborty, Indranil, Ali, Mustafa, Ankit, Aayush, Agrawal, Amogh

Year:

2020

File:

PDF, 6.58 MB

2020