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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
2018

Anatomical Biomarkers for Adolescent Major Depressive Disorder from Diffusion Weighted Imaging using SVM Classifier

Chu, S. H., Lenglet, C., Schreiner, M. W., Klimes-Dougan, B., Cullen, K. & Parhi, K. K., Oct 26 2018, 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2018. Institute of Electrical and Electronics Engineers Inc., p. 2740-2743 4 p. 8512852. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS; vol. 2018-July).

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

5 Scopus citations

A Physical Unclonable Function based on Capacitor Mismatch in a Charge-Redistribution SAR-ADC

Tang, Q., Choi, W. H., Everson, L., Parhi, K. K. & Kim, C. H., Apr 26 2018, 2018 IEEE International Symposium on Circuits and Systems, ISCAS 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 8351601. (Proceedings - IEEE International Symposium on Circuits and Systems; vol. 2018-May).

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

1 Scopus citations

A Serial Commutator Fast Fourier Architecture for Real-Valued Signals

Garrido, M., Unnikrishnan, N. K. & Parhi, K. K., Nov 2018, In : IEEE Transactions on Circuits and Systems II: Express Briefs. 65, 11, p. 1693-1697 5 p., 8039527.

Research output: Contribution to journalArticle

Open Access
8 Scopus citations

Biomarkers for Adolescent MDD from Anatomical Connectivity and Network Topology Using Diffusion MRI

Chu, S. H., Lenglet, C., Schreiner, M. W., Klimes-Dougan, B., Cullen, K. & Parhi, K. K., Oct 26 2018, 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2018. Institute of Electrical and Electronics Engineers Inc., p. 1152-1155 4 p. 8512505. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS; vol. 2018-July).

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

3 Scopus citations

Canonic Composite Length Real-Valued FFT

Lao, Y. & Parhi, K. K., Oct 1 2018, In : Journal of Signal Processing Systems. 90, 10, p. 1401-1414 14 p.

Research output: Contribution to journalArticle

Classifying Treated vs. Untreated MDD Adolescents from Anatomical Connectivity using Nonlinear SVM

Chu, S. H., Lenglet, C., Schreiner, M. W., Klimes-Dougan, B., Cullen, K. R. & Parhi, K. K., Oct 26 2018, 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2018. Institute of Electrical and Electronics Engineers Inc., p. 1-4 4 p. 8513168. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS; vol. 2018-July).

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

1 Scopus citations

Computing Mathematical Functions using DNA via Fractional Coding

Salehi, S. A., Liu, X., Riedel, M. D. & Parhi, K. K., Dec 1 2018, In : Scientific reports. 8, 1, 8312.

Research output: Contribution to journalArticle

Open Access
13 Scopus citations

Effect of aging on linear and nonlinear MUX PUFs by statistical modeling

Koyily, A., Avvaru, S. V. S., Zhou, C., Kim, C. H. & Parhi, K. K., Feb 20 2018, ASP-DAC 2018 - 23rd Asia and South Pacific Design Automation Conference, Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 76-83 8 p. (Proceedings of the Asia and South Pacific Design Automation Conference, ASP-DAC; vol. 2018-January).

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

7 Scopus citations

Fully Automated Segmentation of Fluid/Cyst Regions in Optical Coherence Tomography Images with Diabetic Macular Edema Using Neutrosophic Sets and Graph Algorithms

Rashno, A., Koozekanani, D., Drayna, P. M., Nazari, B., Sadri, S., Rabbani, H. & Parhi, K. K., May 2018, In : IEEE Transactions on Biomedical Engineering. 65, 5, p. 989-1001 13 p.

Research output: Contribution to journalArticle

Open Access
27 Scopus citations

Functional encryption of integrated circuits by key-based hybrid obfuscation

Koteshwara, S., Kim, C. H. & Parhi, K. K., Apr 10 2018, Conference Record of 51st Asilomar Conference on Signals, Systems and Computers, ACSSC 2017. Matthews, M. B. (ed.). Institute of Electrical and Electronics Engineers Inc., p. 484-488 5 p. 8335386. (Conference Record of 51st Asilomar Conference on Signals, Systems and Computers, ACSSC 2017; vol. 2017-October).

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

1 Scopus citations
Open Access
12 Scopus citations
6 Scopus citations
Open Access
13 Scopus citations

Linear-Phase Lattice FIR Digital Filter Architectures Using Stochastic Logic

Liu, Y. & Parhi, K. K., May 1 2018, In : Journal of Signal Processing Systems. 90, 5, p. 791-803 13 p.

Research output: Contribution to journalArticle

2 Scopus citations

Low-Energy architectures of linear classifiers for IoT applications using incremental precision and multi-Level classification

Koteshwara, S. & Parhi, K. K., May 30 2018, GLSVLSI 2018 - Proceedings of the 2018 Great Lakes Symposium on VLSI. Association for Computing Machinery, p. 291-296 6 p. (Proceedings of the ACM Great Lakes Symposium on VLSI, GLSVLSI).

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

1 Scopus citations

Molecular computation of complex Markov chains with self-loop state transitions

Salehi, S. A., Riedel, M. D. & Parhi, K. K., Apr 10 2018, Conference Record of 51st Asilomar Conference on Signals, Systems and Computers, ACSSC 2017. Matthews, M. B. (ed.). Institute of Electrical and Electronics Engineers Inc., p. 478-483 6 p. 8335385. (Conference Record of 51st Asilomar Conference on Signals, Systems and Computers, ACSSC 2017; vol. 2017-October).

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

MUSE: Minimum Uncertainty and Sample Elimination Based Binary Feature Selection

Zhang, Z. & Parhi, K. K., Aug 16 2018, (Accepted/In press) In : IEEE Transactions on Knowledge and Data Engineering.

Research output: Contribution to journalArticle

6 Scopus citations

OCT Fluid Segmentation using Graph Shortest Path and Convolutional Neural Network

Rashno, A., Koozekanani, D. D. & Parhi, K. K., Oct 26 2018, 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2018. Institute of Electrical and Electronics Engineers Inc., p. 3426-3429 4 p. 8512998. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS; vol. 2018-July).

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

11 Scopus citations

Performance comparison of AES-GCM-SIV and AES-GCM algorithms for authenticated encryption on FPGA platforms

Koteshwara, S., Das, A. & Parhi, K. K., Apr 10 2018, Conference Record of 51st Asilomar Conference on Signals, Systems and Computers, ACSSC 2017. Matthews, M. B. (ed.). Institute of Electrical and Electronics Engineers Inc., p. 1331-1336 6 p. (Conference Record of 51st Asilomar Conference on Signals, Systems and Computers, ACSSC 2017; vol. 2017-October).

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

5 Scopus citations

PermDNN: Efficient compressed DNN architecture with permuted diagonal matrices

Deng, C., Liao, S., Xie, Y., Parhi, K. K., Qian, X. & Yuan, B., Dec 12 2018, Proceedings - 51st Annual IEEE/ACM International Symposium on Microarchitecture, MICRO 2018. IEEE Computer Society, p. 189-202 14 p. 8574541. (Proceedings of the Annual International Symposium on Microarchitecture, MICRO; vol. 2018-October).

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

22 Scopus citations

Predicting Soft-Response of MUX PUFs via Logistic Regression of Total Delay Difference

Koyily, A., Zhou, C., Kim, C. H. & Parhi, K. K., Apr 26 2018, 2018 IEEE International Symposium on Circuits and Systems, ISCAS 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 8351487. (Proceedings - IEEE International Symposium on Circuits and Systems; vol. 2018-May).

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

2 Scopus citations
4 Scopus citations
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