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2018

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

DNA
Exponential functions
Reaction kinetics
Neural networks
Networks (circuits)

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., Vol. 2018-January, p. 76-83 8 p.

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

Aging of materials
Authentication
Hardware security
Random variables
Tuning
2 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. D., Drayna, P. M., Nazari, B., Sadri, S., Rabbani, H. & Parhi, K. K. May 1 2018 In : IEEE Transactions on Biomedical Engineering. 65, 5, p. 989-1001 13 p.

Research output: Contribution to journalArticle

Optical tomography
Fluids
Pigments
Cost functions
Membranes
Diffusion Magnetic Resonance Imaging
Joints
Magnetic Resonance Imaging
Brain
Connectome
Energy utilization
Classifiers
Decomposition
Hardware
Learning systems
3 Citations
Integrated circuits
Networks (circuits)
Ethernet
Fast Fourier transforms
Hardware

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

FIR Filter
Digital Filter
FIR filters
Digital filters
Logic

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.

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

Classifiers
Adders
Internet of things
Energy utilization
Decomposition
2017
2 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
1 Citations

A Serial Commutator Fast Fourier Transform Architecture for Real-Valued Signals

Garrido, M., Unnikrishnan, N. K. & Parhi, K. K. Sep 16 2017 (Accepted/In press) In : IEEE Transactions on Circuits and Systems II: Express Briefs.

Research output: Contribution to journalArticle

Electric commutators
Fast Fourier transforms
Hardware
Adders
Electronic data interchange

Canonic Composite Length Real-Valued FFT

Lao, Y. & Parhi, K. K. Oct 23 2017 (Accepted/In press) In : Journal of Signal Processing Systems. 90, 10, p. 1401-1414 14 p.

Research output: Contribution to journalArticle

Fast Fourier transforms
Odd
Composite
Fast Fourier transform
Composite materials
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
7 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

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
2 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, 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
1 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
2 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 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
8 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
2 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
1 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. 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
1 Citations
Polynomials
Networks (circuits)

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. 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
10 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. 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
3 Citations

Artery/vein classification of retinal blood vessels using feature selection

Vijayakumar, V., Koozekanani, D. 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. 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
2 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. D. 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
2 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
7 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
14 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