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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

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

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

Open Access
2019

A 3.01 mm2 65.38Gb/s Stochastic LDPC Decoder for IEEE 802.3an in 65 nm

Zhang, Q., Chen, Y., Zeng, X., Parhi, K. K. & Nikolic, B., Nov 2019, Proceedings - 2019 IEEE Asian Solid-State Circuits Conference, A-SSCC 2019. Institute of Electrical and Electronics Engineers Inc., p. 271-274 4 p. 9056915. (Proceedings - 2019 IEEE Asian Solid-State Circuits Conference, A-SSCC 2019).

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

Altered Structural Connection between Hippocampus and Insula in Adolescent Major Depressive Disorder using DTI

Chu, S. H., Lenglet, C., Schreiner, M. W., Klimes-Dougan, B., Cullen, K. R. & Parhi, K. K., Feb 19 2019, Conference Record of the 52nd Asilomar Conference on Signals, Systems and Computers, ACSSC 2018. Matthews, M. B. (ed.). IEEE Computer Society, p. 1182-1186 5 p. 8645183. (Conference Record - Asilomar Conference on Signals, Systems and Computers; vol. 2018-October).

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

Architecture optimization and performance comparison of nonce-misuse-resistant authenticated encryption algorithms

Koteshwara, S., Das, A. & Parhi, K. K., May 2019, In : IEEE Transactions on Very Large Scale Integration (VLSI) Systems. 27, 5, p. 1053-1066 14 p., 8648246.

Research output: Contribution to journalArticle

1 Scopus citations

Classification of Major Depressive Disorder from Resting-State fMRI

Sen, B., Mueller, B., Klimes-Dougan, B., Cullen, K. & Parhi, K. K., Jul 2019, 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2019. Institute of Electrical and Electronics Engineers Inc., p. 3511-3514 4 p. 8856453. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS).

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

2 Scopus citations

Classifying Adolescent Major Depressive Disorder using Linear SVM with Anatomical Features from Diffusion Weighted Imaging

Chu, S. H., Lenglet, C., Schreiner, M. W., Klimes-Dougan, B., Cullen, K. R. & Parhi, K. K., Feb 19 2019, Conference Record of the 52nd Asilomar Conference on Signals, Systems and Computers, ACSSC 2018. Matthews, M. B. (ed.). IEEE Computer Society, p. 1197-1201 5 p. 8645542. (Conference Record - Asilomar Conference on Signals, Systems and Computers; vol. 2018-October).

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

Computing arithmetic functions using stochastic logic by series expansion

Parhi, K. K. & Liu, Y., Jan 1 2019, In : IEEE Transactions on Emerging Topics in Computing. 7, 1, p. 44-59 16 p., 7593286.

Research output: Contribution to journalArticle

16 Scopus citations

Computing radial basis function support vector machine using DNA via fractional coding

Liu, X. & Parhi, K. K., Jun 2 2019, Proceedings of the 56th Annual Design Automation Conference 2019, DAC 2019. Institute of Electrical and Electronics Engineers Inc., a143. (Proceedings - Design Automation Conference).

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

2 Scopus citations

Constrained Tensor Decomposition Optimization with Applications to Fmri Data Analysis

Sen, B. & Parhi, K. K., Feb 19 2019, Conference Record of the 52nd Asilomar Conference on Signals, Systems and Computers, ACSSC 2018. Matthews, M. B. (ed.). IEEE Computer Society, p. 1923-1928 6 p. 8645427. (Conference Record - Asilomar Conference on Signals, Systems and Computers; vol. 2018-October).

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

2 Scopus citations

Converting Unstable Challenges to Stable in MUX-based Physical Unclonable Functions by Bit-Flipping

Koyily, A. & Parhi, K. K., Nov 2019, Conference Record - 53rd Asilomar Conference on Circuits, Systems and Computers, ACSSC 2019. Matthews, M. B. (ed.). IEEE Computer Society, p. 327-331 5 p. 9048731. (Conference Record - Asilomar Conference on Signals, Systems and Computers; vol. 2019-November).

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

1 Scopus citations
3 Scopus citations

Effect of finite word-length on SqNr, area and power for real-valued serial FFT

Unnikrishnan, N. K., Garrido, M. & Parhi, K. K., Jan 1 2019, 2019 IEEE International Symposium on Circuits and Systems, ISCAS 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 8702289. (Proceedings - IEEE International Symposium on Circuits and Systems; vol. 2019-May).

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

Effect of Loop Positions on Reliability and Attack Resistance of Feed-Forward PUFs

Avvaru, S. V. S. & Parhi, K., Jul 2019, Proceedings - 2019 IEEE Computer Society Annual Symposium on VLSI, ISVLSI 2019. IEEE Computer Society, p. 366-371 6 p. 8839499. (Proceedings of IEEE Computer Society Annual Symposium on VLSI, ISVLSI; vol. 2019-July).

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

1 Scopus citations

Feed-forward XOR PUFs: Reliability and attack-resistance analysis

Sandeep Avvaru, S. V. & Parhi, K. K., May 13 2019, GLSVLSI 2019 - Proceedings of the 2019 Great Lakes Symposium on VLSI. Association for Computing Machinery, p. 287-290 4 p. 3318019. (Proceedings of the ACM Great Lakes Symposium on VLSI, GLSVLSI).

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

4 Scopus citations

Not All Feed-Forward MUX PUFs Generate Unique Signatures

Ayling, A., Avvaru, S. V. S. & Parhi, K. K., Jul 2019, Proceedings - 2019 IEEE Computer Society Annual Symposium on VLSI, ISVLSI 2019. IEEE Computer Society, p. 43-48 6 p. 8839580. (Proceedings of IEEE Computer Society Annual Symposium on VLSI, ISVLSI; vol. 2019-July).

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

2 Scopus citations

Predicting Male vs. Female from Task-fMRI Brain Connectivity

Sen, B. & Parhi, K. K., Jul 2019, 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2019. Institute of Electrical and Electronics Engineers Inc., p. 4089-4092 4 p. 8857236. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS).

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

Predicting Tasks from Task-fMRI Using Blind Source Separation

Sen, B. & Parhi, K. K., Nov 2019, Conference Record - 53rd Asilomar Conference on Circuits, Systems and Computers, ACSSC 2019. Matthews, M. B. (ed.). IEEE Computer Society, p. 2201-2205 5 p. 9049015. (Conference Record - Asilomar Conference on Signals, Systems and Computers; vol. 2019-November).

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

Protro: A probabilistic counter based hardware trojan attack on FPGA based macsec enabled ethernet switch

Govindan, V., Koteshwara, S., Das, A., Parhi, K. K. & Chakraborty, R. S., Jan 1 2019, Security, Privacy, and Applied Cryptography Engineering - 9th International Conference, SPACE 2019, Proceedings. Bhasin, S., Mendelson, A. & Nandi, M. (eds.). Springer, p. 159-175 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11947 LNCS).

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

Ranking Regions, Edges and Classifying Tasks in Functional Brain Graphs by Sub-Graph Entropy

Sen, B., Chu, S. H. & Parhi, K. K., Dec 1 2019, In : Scientific reports. 9, 1, 7628.

Research output: Contribution to journalArticle

Open Access
2 Scopus citations

RETOUCH: The Retinal OCT Fluid Detection and Segmentation Benchmark and Challenge

Bogunovic, H., Venhuizen, F., Klimscha, S., Apostolopoulos, S., Bab-Hadiashar, A., Bagci, U., Beg, M. F., Bekalo, L., Chen, Q., Ciller, C., Gopinath, K., Gostar, A. K., Jeon, K., Ji, Z., Kang, S. H., Koozekanani, D. D., Lu, D., Morley, D., Parhi, K. K., Park, H. S. & 12 others, Rashno, A., Sarunic, M., Shaikh, S., Sivaswamy, J., Tennakoon, R., Yadav, S., De Zanet, S., Waldstein, S. M., Gerendas, B. S., Klaver, C., Sanchez, C. I. & Schmidt-Erfurth, U., Aug 2019, In : IEEE Transactions on Medical Imaging. 38, 8, p. 1858-1874 17 p., 8653407.

Research output: Contribution to journalArticle

13 Scopus citations

Training DNA Perceptrons via Fractional Coding

Liu, X. & Parhi, K. K., Nov 2019, Conference Record - 53rd Asilomar Conference on Circuits, Systems and Computers, ACSSC 2019. Matthews, M. B. (ed.). IEEE Computer Society, p. 614-618 5 p. 9048931. (Conference Record - Asilomar Conference on Signals, Systems and Computers; vol. 2019-November).

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

1 Scopus citations
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

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
12 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

6 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

23 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
10 Scopus citations
4 Scopus citations
Open Access
10 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

1 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

4 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

18 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

8 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

8 Scopus citations