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  • Keshab K Parhi
2020

Classification Using Hyperdimensional Computing: A Review

Ge, L. & Parhi, K. K., Apr 1 2020, In : IEEE Circuits and Systems Magazine. 20, 2, p. 30-47 18 p., 9107175.

Research output: Contribution to journalReview article

1 Scopus citations

Fast 2D Convolution Algorithms for Convolutional Neural Networks

Cheng, C. & Parhi, K. K., May 2020, In : IEEE Transactions on Circuits and Systems I: Regular Papers. 67, 5, p. 1678-1691 14 p., 8966288.

Research output: Contribution to journalArticle

Homogeneous and Heterogeneous Feed-Forward XOR Physical Unclonable Functions

Avvaru, S. V. S., Zeng, Z. & Parhi, K. K., Jan 1 2020, In : IEEE Transactions on Information Forensics and Security. 15, p. 2485-2498 14 p., 8963980.

Research output: Contribution to journalArticle

2 Scopus citations

Molecular and DNA Artificial Neural Networks via Fractional Coding

Liu, X. & Parhi, K. K., Jun 2020, In : IEEE transactions on biomedical circuits and systems. 14, 3, p. 490-503 14 p., 9028230.

Research output: Contribution to journalArticle

Molecular MUX-based physical unclonable functions

Ge, L. & Parhi, K. K., Jul 2020, Proceedings - 2020 IEEE Computer Society Annual Symposium on VLSI, ISVLSI 2020. IEEE Computer Society, p. 482-487 6 p. 9155040. (Proceedings of IEEE Computer Society Annual Symposium on VLSI, ISVLSI; vol. 2020-July).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
2017

A data remanence based approach to generate 100% stable keys from an SRAM physical unclonable function

Liu, M., Zhou, C., Tang, Q., Parhi, K. K. & Kim, C. H., Aug 11 2017, ISLPED 2017 - IEEE/ACM International Symposium on Low Power Electronics and Design. Institute of Electrical and Electronics Engineers Inc., 8009192. (Proceedings of the International Symposium on Low Power Electronics and Design).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

9 Scopus citations

A DRAM based physical unclonable function capable of generating >1032 Challenge Response Pairs per 1Kbit array for secure chip authentication

Tang, Q., Zhou, C., Choi, W., Kang, G., Park, J., Parhi, K. K. & Kim, C. H., Jul 26 2017, 38th Annual Custom Integrated Circuits Conference: A Showcase for Integrated Circuit Design in Silicon Hills, CICC 2017. Institute of Electrical and Electronics Engineers Inc., 7993610. (Proceedings of the Custom Integrated Circuits Conference; vol. 2017-April).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

10 Scopus citations

Analysis of stochastic logic circuits in unipolar, bipolar and hybrid formats

Parhi, K. K., Sep 25 2017, IEEE International Symposium on Circuits and Systems: From Dreams to Innovation, ISCAS 2017 - Conference Proceedings. Institute of Electrical and Electronics Engineers Inc., 8050568. (Proceedings - IEEE International Symposium on Circuits and Systems).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Scopus citations

An entropy test for determining whether a MUX PUF is linear or nonlinear

Koyily, A., Zhou, C., Kim, C. H. & Parhi, K. K., Sep 25 2017, IEEE International Symposium on Circuits and Systems: From Dreams to Innovation, ISCAS 2017 - Conference Proceedings. Institute of Electrical and Electronics Engineers Inc., 8050670. (Proceedings - IEEE International Symposium on Circuits and Systems).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Scopus citations

Automated OCT segmentation for images with DME

Roychowdhury, S., Koozekanani, D. D., Reinsbach, M. & Parhi, K. K., Jan 1 2017, Medical Image Analysis and Informatics: Computer-Aided Diagnosis and Therapy. CRC Press, p. 85-101 17 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

1 Scopus citations

Canonic FFT flow graphs for real-valued even/odd symmetric inputs

Lao, Y. & Parhi, K. K., Dec 1 2017, In : Eurasip Journal on Advances in Signal Processing. 2017, 1, 45.

Research output: Contribution to journalArticle

Open Access
4 Scopus citations

Chemical reaction networks for computing polynomials

Salehi, S. A., Parhi, K. K. & Riedel, M. D., Jan 1 2017, In : ACS Synthetic Biology. 6, 1, p. 76-83 8 p.

Research output: Contribution to journalArticle

20 Scopus citations

Computing hyperbolic tangent and sigmoid functions using stochastic logic

Liu, Y. & Parhi, K. K., Mar 1 2017, Conference Record of the 50th Asilomar Conference on Signals, Systems and Computers, ACSSC 2016. Matthews, M. B. (ed.). IEEE Computer Society, p. 1580-1585 6 p. 7869645. (Conference Record - Asilomar Conference on Signals, Systems and Computers).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

5 Scopus citations

Computing polynomials using unipolar stochastic logic

Liu, Y. & Parhi, K. K., Apr 2017, In : ACM Journal on Emerging Technologies in Computing Systems. 13, 3, 42.

Research output: Contribution to journalArticle

4 Scopus citations

Computing polynomials with positive coefficients using stochastic logic by double-NAND expansion

Salehi, S. A., Liu, Y., Riedel, M. D. & Parhi, K. K., May 10 2017, GLSVLSI 2017 - Proceedings of the Great Lakes Symposium on VLSI 2017. Association for Computing Machinery, p. 471-474 4 p. (Proceedings of the ACM Great Lakes Symposium on VLSI, GLSVLSI; vol. Part F127756).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

10 Scopus citations

Extraction of common task signals and spatial maps from group fMRI using a PARAFAC-based tensor decomposition technique

Sen, B. & Parhi, K. K., Jun 16 2017, 2017 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1113-1117 5 p. 7952329. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

7 Scopus citations

FPGA implementation and comparison of AES-GCM and Deoxys authenticated encryption schemes

Koteshwara, S., Das, A. & Parhi, K. K., Sep 25 2017, IEEE International Symposium on Circuits and Systems: From Dreams to Innovation, ISCAS 2017 - Conference Proceedings. Institute of Electrical and Electronics Engineers Inc., 8050315. (Proceedings - IEEE International Symposium on Circuits and Systems).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

9 Scopus citations

Fully-automated segmentation of fluid regions in exudative age-related macular degeneration subjects: Kernel graph cut in neutrosophic domain

Rashno, A., Nazari, B., Koozekanani, D. D., Drayna, P. M., Sadri, S., Rabbani, H. & Parhi, K. K., Oct 2017, In : PloS one. 12, 10, e0186949.

Research output: Contribution to journalArticle

Open Access
17 Scopus citations

Hierarchical functional obfuscation of integratec circuits using a mode-based approach

Koteshwara, S., Kim, C. H. & Parhi, K. K., Sep 25 2017, IEEE International Symposium on Circuits and Systems: From Dreams to Innovation, ISCAS 2017 - Conference Proceedings. Institute of Electrical and Electronics Engineers Inc., 8050319. (Proceedings - IEEE International Symposium on Circuits and Systems).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Scopus citations

LLR-Based Successive-Cancellation List Decoder for Polar Codes with Multibit Decision

Yuan, B. & Parhi, K. K., Jan 2017, In : IEEE Transactions on Circuits and Systems II: Express Briefs. 64, 1, p. 21-25 5 p., 7440823.

Research output: Contribution to journalArticle

20 Scopus citations

Predicting hard and soft-responses and identifying stable challenges of MUX PUFs using ANNs

Avvaru, S. V. S., Zhou, C., Kim, C. H. & Parhi, K. K., Sep 27 2017, 2017 IEEE 60th International Midwest Symposium on Circuits and Systems, MWSCAS 2017. Institute of Electrical and Electronics Engineers Inc., p. 934-937 4 p. 8053078. (Midwest Symposium on Circuits and Systems; vol. 2017-August).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

7 Scopus citations

Reliable PUF-Based Local Authentication With Self-Correction

Lao, Y., Yuan, B., Kim, C. H. & Parhi, K. K., Feb 2017, In : IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems. 36, 2, p. 201-213 13 p., 7470631.

Research output: Contribution to journalArticle

Open Access
20 Scopus citations

Secure and Reliable XOR Arbiter PUF Design: An Experimental Study based on 1 Trillion Challenge Response Pair Measurements

Zhou, C., Parhi, K. K. & Kim, C. H., Jun 18 2017, Proceedings of the 54th Annual Design Automation Conference 2017, DAC 2017. Institute of Electrical and Electronics Engineers Inc., 10. (Proceedings - Design Automation Conference; vol. Part 128280).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

22 Scopus citations

Seizure prediction using long-term fragmented intracranial canine and human EEG recordings

Zhang, Z. & Parhi, K. K., Mar 1 2017, Conference Record of the 50th Asilomar Conference on Signals, Systems and Computers, ACSSC 2016. Matthews, M. B. (ed.). IEEE Computer Society, p. 361-365 5 p. 7869060. (Conference Record - Asilomar Conference on Signals, Systems and Computers).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Scopus citations

Synthesis of correlated bit streams for stochastic computing

Liu, Y., Parhi, M., Riedel, M. D. & Parhi, K. K., Mar 1 2017, Conference Record of the 50th Asilomar Conference on Signals, Systems and Computers, ACSSC 2016. Matthews, M. B. (ed.). IEEE Computer Society, p. 167-174 8 p. 7869017. (Conference Record - Asilomar Conference on Signals, Systems and Computers).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations

Takao Nishitani: An Outstanding Researcher, Technical Leader, and Mentor

Parhi, K. K., Mar 1 2017, IEEE Solid-State Circuits Magazine, 9, 2, p. 35-37 3 p.

Research output: Contribution to specialist publicationArticle

VLSI architectures for the restricted boltzmann machine

Yuan, B. & Parhi, K. K., May 2017, In : ACM Journal on Emerging Technologies in Computing Systems. 13, 3, 35.

Research output: Contribution to journalArticle

2 Scopus citations
2016

Abnormal neural oscillations in schizophrenia assessed by spectral power ratio of MEG during word processing

Xu, T., Stephane, M. & Parhi, K. K., Nov 2016, In : IEEE Transactions on Neural Systems and Rehabilitation Engineering. 24, 11, p. 1148-1158 11 p., 7448911.

Research output: Contribution to journalArticle

4 Scopus citations

Architectures for Recursive Digital Filters Using Stochastic Computing

Liu, Y. & Parhi, K. K., Jul 15 2016, In : IEEE Transactions on Signal Processing. 64, 14, p. 3705-3718 14 p., 7450670.

Research output: Contribution to journalArticle

20 Scopus citations

Architectures for stochastic normalized and modified lattice IIR filters

Liu, Y. & Parhi, K. K., Feb 26 2016, Conference Record of the 49th Asilomar Conference on Signals, Systems and Computers, ACSSC 2015. Matthews, M. B. (ed.). IEEE Computer Society, p. 1351-1358 8 p. 7421363. (Conference Record - Asilomar Conference on Signals, Systems and Computers; vol. 2016-February).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

5 Scopus citations

Artery/vein classification of retinal blood vessels using feature selection

Vijayakumar, V., Koozekanani, D., White, R., Kohler, J., Roychowdhury, S. & Parhi, K. K., Oct 13 2016, 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2016. Institute of Electrical and Electronics Engineers Inc., Vol. 2016-October. p. 1320-1323 4 p. 7590950

Research output: Chapter in Book/Report/Conference proceedingConference contribution

7 Scopus citations

Automated detection of neovascularization for proliferative diabetic retinopathy screening

Roychowdhury, S., Koozekanani, D. D. & Parhi, K. K., Oct 13 2016, 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2016. Institute of Electrical and Electronics Engineers Inc., p. 1300-1303 4 p. 7590945. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS; vol. 2016-October).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

9 Scopus citations
3 Scopus citations

Belief propagation decoding of polar codes using stochastic computing

Yuan, B. & Parhi, K. K., Jul 29 2016, ISCAS 2016 - IEEE International Symposium on Circuits and Systems. Institute of Electrical and Electronics Engineers Inc., p. 157-160 4 p. 7527194. (Proceedings - IEEE International Symposium on Circuits and Systems; vol. 2016-July).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

14 Scopus citations

Canonic real-valued radix-2n FFT computations

Lao, Y. & Parhi, K. K., Feb 26 2016, Conference Record of the 49th Asilomar Conference on Signals, Systems and Computers, ACSSC 2015. Matthews, M. B. (ed.). IEEE Computer Society, p. 441-446 6 p. 7421166. (Conference Record - Asilomar Conference on Signals, Systems and Computers; vol. 2016-February).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Scopus citations

Classification of obsessive-compulsive disorder from resting-state fMRI

Sen, B., Bernstein, G. A., Xu, T., Mueller, B. A., Schreiner, M. W., Cullen, K. R. & Parhi, K. K., Oct 13 2016, 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2016. Institute of Electrical and Electronics Engineers Inc., p. 3606-3609 4 p. 7591508. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS; vol. 2016-October).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

11 Scopus citations

Computing complex functions using factorization in unipolar stochastic logic

Liu, Y. & Parhi, K. K., May 18 2016, GLSVLSI 2016 - Proceedings of the 2016 ACM Great Lakes Symposium on VLSI. Association for Computing Machinery, p. 109-112 4 p. (Proceedings of the ACM Great Lakes Symposium on VLSI, GLSVLSI; vol. 18-20-May-2016).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Scopus citations

Computing polynomials by chemical reaction networks

Salehi, S. A., Parhi, K. K. & Riedel, M. D., Jan 1 2016, 2016 IEEE Global Communications Conference, GLOBECOM 2016 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 7841678. (2016 IEEE Global Communications Conference, GLOBECOM 2016 - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Computing RBF kernel for SVM classification using stochastic logic

Liu, Y. & Parhi, K. K., Dec 9 2016, Proceedings - IEEE International Workshop on Signal Processing Systems, SiPS 2016. Institute of Electrical and Electronics Engineers Inc., p. 327-332 6 p. 7780118. (IEEE Workshop on Signal Processing Systems, SiPS: Design and Implementation).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

6 Scopus citations

Data-canonic real FFT flow-graphs for composite lengths

Lao, Y. & Parhi, K. K., Dec 9 2016, Proceedings - IEEE International Workshop on Signal Processing Systems, SiPS 2016. Institute of Electrical and Electronics Engineers Inc., p. 189-194 6 p. 7780095

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Scopus citations

Estimating delay differences of arbiter PUFs using silicon data

Avvaru, S. V. S., Zhou, C., Satapathy, S., Lao, Y., Kim, C. H. & Parhi, K. K., Apr 25 2016, Proceedings of the 2016 Design, Automation and Test in Europe Conference and Exhibition, DATE 2016. Institute of Electrical and Electronics Engineers Inc., p. 543-546 4 p. 7459370. (Proceedings of the 2016 Design, Automation and Test in Europe Conference and Exhibition, DATE 2016).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

15 Scopus citations

Improved BER Performance with Rotated Head Array and 2-D Detector in Two-Dimensional Magnetic Recording

Wang, Y., Yuan, B. & Parhi, K. K., Jul 2016, In : IEEE Transactions on Magnetics. 52, 7, 7368942.

Research output: Contribution to journalArticle

1 Scopus citations

Low-Complexity Seizure Prediction From iEEG/sEEG Using Spectral Power and Ratios of Spectral Power

Zhang, Z. & Parhi, K. K., Jun 2016, In : IEEE transactions on biomedical circuits and systems. 10, 3, p. 693-706 14 p., 7307237.

Research output: Contribution to journalArticle

61 Scopus citations

Machine learning classifiers using stochastic logic

Liu, Y., Venkataraman, H., Zhang, Z. & Parhi, K. K., Nov 22 2016, Proceedings of the 34th IEEE International Conference on Computer Design, ICCD 2016. Institute of Electrical and Electronics Engineers Inc., p. 408-411 4 p. 7753315. (Proceedings of the 34th IEEE International Conference on Computer Design, ICCD 2016).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

7 Scopus citations

Mode-based obfuscation using control-flow modifications

Koteshwara, S., Kim, C. H. & Parhi, K. K., Jan 20 2016, Proceedings of the 3rd Workshop on Cryptography and Security in Computing Systems, CS2 2016. Association for Computing Machinery, p. 19-24 6 p. (ACM International Conference Proceeding Series; vol. 20-January-2016).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
4 Scopus citations

Network analysis of functional brain connectivity in borderline personality disorder using resting-state fMRI

Xu, T., Cullen, K. R., Mueller, B., Schreiner, M. W., Lim, K. O., Schulz, S. C. & Parhi, K. K., Jan 1 2016, In : NeuroImage: Clinical. 11, p. 302-315 14 p.

Research output: Contribution to journalArticle

Open Access
29 Scopus citations

Optic disc boundary and vessel origin segmentation of fundus images

Roychowdhury, S., Koozekanani, D. D., Kuchinka, S. N. & Parhi, K. K., Nov 2016, In : IEEE Journal of Biomedical and Health Informatics. 20, 6, p. 1562-1574 13 p.

Research output: Contribution to journalArticle

51 Scopus citations

Seizure prediction using cross-correlation and classification

Zhang, Z., Henry, T. R. & Parhi, K. K., Feb 26 2016, Conference Record of the 49th Asilomar Conference on Signals, Systems and Computers, ACSSC 2015. Matthews, M. B. (ed.). IEEE Computer Society, p. 775-779 5 p. 7421239. (Conference Record - Asilomar Conference on Signals, Systems and Computers; vol. 2016-February).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Scopus citations

Soft Response Generation and Thresholding Strategies for Linear and Feed-Forward MUX PUFs

Zhou, C., Satapathy, S., Lao, Y., Parhi, K. K. & Kim, C. H., Aug 8 2016, ISLPED 2016 - Proceedings of the 2016 International Symposium on Low Power Electronics and Design. Institute of Electrical and Electronics Engineers Inc., p. 124-129 6 p. (Proceedings of the International Symposium on Low Power Electronics and Design).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

14 Scopus citations