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2017
3 Citations

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

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

Remanence
Static random access storage
Aging of materials
Networks (circuits)
Hardware security
1 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., Vol. 2017-April. 7993610

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

Dynamic random access storage
Authentication
Electric potential
Data storage equipment
Hardware security
1 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

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

Logic circuits
Fault tolerance
Polynomials
Networks (circuits)

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

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

Entropy

Automated OCT segmentation for images with DME

Roychowdhury, S., Koozekanani, 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

edema
Macular Edema
Optical tomography
Optical Coherence Tomography
tomography
1 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

Flow graphs
Fast Fourier transforms
Redundancy
9 Citations

Chemical reaction networks for computing polynomials

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

Research output: Contribution to journalArticle

Chemical reactions
Molecular Computers
Polynomials
DNA
Molecules
1 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. IEEE Computer Society, p. 1580-1585 6 p. 7869645

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

Learning systems
Logic gates
Flip flop circuits
Neural networks
2 Citations

Computing polynomials using unipolar stochastic logic

Liu, Y. & Parhi, K. K., Apr 1 2017, In : ACM Journal on Emerging Technologies in Computing Systems. 13, 3, 42.

Research output: Contribution to journalArticle

Polynomials
Factorization
Hardware
Shift registers
Logic gates
4 Citations

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

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

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

Polynomials
Finite automata
Factorization
Hardware
1 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

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

Factor analysis
Magnetic resonance
Functional groups
Tensors
Hemodynamics
2 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

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

Cryptography
Field programmable gate arrays (FPGA)
Radio frequency identification (RFID)
Sensor networks
Data storage equipment
3 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., Drayna, P. M., Sadri, S., Rabbani, H. & Parhi, K. K., Oct 1 2017, In : PloS one. 12, 10, e0186949.

Research output: Contribution to journalArticle

Macular Degeneration
Retinal Pigments
Fluids
seeds
Retinal Pigment Epithelium
1 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

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

Networks (circuits)
Intellectual property
Reverse engineering
Convolution
Fast Fourier transforms
10 Citations

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

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

Research output: Contribution to journalArticle

Decoding
Hardware
Sorting
Silicon
1 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., Vol. 2017-August. p. 934-937 4 p. 8053078

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

Neural networks
Networks (circuits)
Hardware security
3 Citations

Reliable PUF-Based Local Authentication With Self-Correction

Lao, Y., Yuan, B., Kim, C. H. & Parhi, K. K., Feb 1 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

Authentication
Finite automata
Integrated circuits
Foundries
Hardware security
3 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., Vol. Part 128280. 10

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

Design of experiments
Experimental Study
Chip
Hardware
Output
1 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

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

Adaptive boosting
Electroencephalography
Neural networks
Electrodes
Kalman filters

Synthesis of correlated bit streams for stochastic computing

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

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

Shift registers
Probability density function
Feedback
Logic gates
Networks (circuits)

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

Digital signal processors
Research laboratories
Signal processing
Networks (circuits)

VLSI architectures for the restricted boltzmann machine

Yuan, B. & Parhi, K. K., May 1 2017, In : ACM Journal on Emerging Technologies in Computing Systems. 13, 3, 35.

Research output: Contribution to journalArticle

Neural networks
Hardware
Program processors
Machine design
Speech recognition
2016

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

Xu, T., Stephane, M. & Parhi, K. K., Nov 1 2016, In : IEEE Transactions on Neural Systems and Rehabilitation Engineering. 24, 11, p. 1148-1158 11 p., 7448911.

Research output: Contribution to journalArticle

Magnetoencephalography
Word processing
Word Processing
Schizophrenia
Frequency bands
14 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

IIR filters
Digital filters
Feedback
Hardware
Logic gates
4 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, Vol. 2016-February. p. 1351-1358 8 p. 7421363

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

IIR filters
Digital filters
Hardware
Logic gates
Fault tolerance
4 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

Retinal Vessels
Blood vessels
Feature extraction
Veins
Arteries
5 Citations

Automated detection of neovascularization for proliferative diabetic retinopathy screening

Roychowdhury, S., Koozekanani, 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., Vol. 2016-October. p. 1300-1303 4 p. 7590945

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

Blood vessels
Diabetic Retinopathy
Optics
Optic Disk
Screening
1 Citations
Detectors
Statistical methods
Jitter
Networks (circuits)
Costs
7 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., Vol. 2016-July. p. 157-160 4 p. 7527194

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

Decoding
Electric power utilization
Hardware
Silicon
Costs
2 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. IEEE Computer Society, Vol. 2016-February. p. 441-446 6 p. 7421166

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

Fast Fourier transforms
Digital signal processing
Factorization
Redundancy
Costs
4 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., Vol. 2016-October. p. 3606-3609 4 p. 7591508

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

Obsessive-Compulsive Disorder
Frequency bands
Magnetic Resonance Imaging
Biomarkers
Magnetic resonance
4 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, Vol. 18-20-May-2016. p. 109-112 4 p.

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

Factorization
Polynomials
Hardware
Logic gates
Cost functions

Computing polynomials by chemical reaction networks

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

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

Chemical reactions
Polynomials
Molecules
DNA
3 Citations

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

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

Exponential functions
Radial Functions
Support vector machines
Basis Functions
Support Vector Machine
2 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

Flow graphs
Flow Graphs
Fast Fourier transforms
Fast Fourier transform
Composite
9 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

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

Silicon
Neural networks
Servers
Adaptive algorithms
Probability density function
1 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 1 2016, In : IEEE Transactions on Magnetics. 52, 7, 7368942.

Research output: Contribution to journalArticle

Magnetic recording
Bit error rate
Equalizers
Detectors
Signal to noise ratio
21 Citations

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

Zhang, Z. & Parhi, K. K., Jun 1 2016, In : IEEE Transactions on Biomedical Circuits and Systems. 10, 3, p. 693-706 14 p., 7307237.

Research output: Contribution to journalArticle

Electroencephalography
Support vector machines
Classifiers
Electrodes
Kalman filters
4 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

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

Learning systems
Classifiers
Electroencephalography
Support vector machines
Neural networks
3 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, Vol. 20-January-2016. p. 19-24 6 p.

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

Flow control
Digital signal processing
Fast Fourier transforms
Networks (circuits)
Reverse engineering
10 Citations

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

Xu, T., Cullen, K. R., Mueller, B. A., 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

Borderline Personality Disorder
Magnetic Resonance Imaging
Brain
Discriminant Analysis
Neuroimaging
17 Citations

Optic disc boundary and vessel origin segmentation of fundus images

Roychowdhury, S., Koozekanani, D., Kuchinka, S. N. & Parhi, K. K., Nov 1 2016, In : IEEE Journal of Biomedical and Health Informatics. 20, 6, p. 1562-1574 13 p.

Research output: Contribution to journalArticle

Optic Disk
Optics
Blood vessels
Blood Vessels
Pixels
1 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. IEEE Computer Society, Vol. 2016-February. p. 775-779 5 p. 7421239

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

Electroencephalography
Electrodes
Adaptive boosting
Kalman filters
Support vector machines
6 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.

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

Integrated circuit layout
Authentication
Hardware security
Hardware
Networks (circuits)
2015
2 Citations

3-D localization of Diabetic Macular Edema using OCT thickness maps

Roychowdhury, S., Koozekanani, D., Reinsbach, M. & Parhi, K. K., Nov 4 2015, 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2015. Institute of Electrical and Electronics Engineers Inc., Vol. 2015-November. p. 4334-4337 4 p. 7319354

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

Macular Edema
Microstructure
2 Citations

Algorithm and architecture for hybrid decoding of polar codes

Yuan, B. & Parhi, K. K., Jan 1 2015, Conference Record of the 48th Asilomar Conference on Signals, Systems and Computers. Matthews, M. B. (ed.). IEEE Computer Society, Vol. 2015-April. p. 2050-2053 4 p. 7094833

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

Decoding
Hardware
Forward error correction
4 Citations

An obfuscated radix-2 real FFT architecture

Shanmugam, G. N. C., Lao, Y. & Parhi, K. K., Jan 1 2015, 2015 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2015 - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2015-August. p. 1056-1060 5 p. 7178131

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

Fast Fourier transforms
Flow control
Integrated circuits
Intellectual property
Networks (circuits)
8 Citations

Asynchronous discrete-time signal processing with molecular reactions

Salehi, S. A., Riedel, M. & Parhi, K. K., Jan 1 2015, Conference Record of the 48th Asilomar Conference on Signals, Systems and Computers. IEEE Computer Society, Vol. 2015-April. p. 1767-1772 6 p. 7094771

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

Signal processing
Molecules
Clocks
DNA
IIR filters
62 Citations

Blood vessel segmentation of fundus images by major vessel extraction and subimage classification

Roychowdhury, S., Koozekanani, D. & Parhi, K. K., May 1 2015, In : IEEE Journal of Biomedical and Health Informatics. 19, 3, p. 1118-1128 11 p., 6848752.

Research output: Contribution to journalArticle

Binary images
Blood vessels
Blood Vessels
Pixels
Pathology
5 Citations

Canonic real-valued FFT structures

Parhi, M., Lao, Y. & Parhi, K. K., Jan 1 2015, Conference Record of the 48th Asilomar Conference on Signals, Systems and Computers. IEEE Computer Society, Vol. 2015-April. p. 1261-1265 5 p. 7094662

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

Fast Fourier transforms
Formal methods