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• 2020

  A High-Performance Stochastic LDPC Decoder Architecture Designed via Correlation Analysis

  Zhang, Q., Chen, Y., Li, S., Zeng, X. & Parhi, K. K., Dec 2020, In: IEEE Transactions on Circuits and Systems I: Regular Papers. 67, 12, p. 5429-5442 14 p., 9126828.

  Research output: Contribution to journal › Article › peer-review

  • Throughput
  • Bit error rate
  • Adders

• Classification of Adolescent Major Depressive Disorder via Static and Dynamic Connectivity

  Sen, B., Cullen, K. R. & Parhi, K. K., 2020, (Accepted/In press) In: IEEE Journal of Biomedical and Health Informatics.

  Research output: Contribution to journal › Article › peer-review

  • Major Depressive Disorder
  • Magnetic Resonance Imaging
  • Entropy
  • Brain
  • Classifiers

• 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 journal › Review article › peer-review

  • Internet of things
  • Learning algorithms
  • Redundancy
  • Energy efficiency
  • Machine learning
  2 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 journal › Article › peer-review

  • Convolution
  • Neural networks
  • Tile
  • Artificial intelligence
  • Data storage equipment
  1 Scopus citations

• Graph-Theoretic Properties of Sub-Graph Entropy

  Sen, B. & Parhi, K. K., 2020, (Accepted/In press) In: IEEE Signal Processing Letters.

  Research output: Contribution to journal › Article › peer-review

  • Entropy
  • Brain
  • Graph in graph theory
  • Centrality
  • Summation

• 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 journal › Article › peer-review

  • Hardware security
  • Field programmable gate arrays (FPGA)
  • Machine learning
  • Authentication
  4 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 journal › Article › peer-review

  • DNA
  • Neural networks
  • Electroencephalography
  • Chemical activation
  • Machine learning

• 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 proceeding › Conference contribution

  • Hardware security
  • Rate constants
  • Gaussian distribution
  • Networks (circuits)
  • Authentication

• Sub-graph entropy based network approaches for classifying adolescent obsessive-compulsive disorder from resting-state functional MRI

  Sen, B., Bernstein, G. A., Mueller, B. A., Cullen, K. R. & Parhi, K. K., 2020, In: NeuroImage: Clinical. 26, 102208.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Entropy
  • Obsessive-Compulsive Disorder
  • Magnetic Resonance Imaging
  • Behavior Observation Techniques
  • Brain
• 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 proceeding › Conference contribution

  • Remanence
  • Hardware security
  • Static random access storage
  • Aging of materials
  • Networks (circuits)
  13 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 proceeding › Conference contribution

  • Hardware security
  • Dynamic random access storage
  • Authentication
  • Electric potential
  • Data storage equipment
  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 proceeding › Conference contribution

  • Logic circuits
  • Fault tolerance
  • Polynomials
  • Networks (circuits)
  5 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 proceeding › Conference contribution

  • Entropy
  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 proceeding › Chapter

  • edema
  • Optical tomography
  • Optical Coherence Tomography
  • tomography
  • Pathology
  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 journal › Article › peer-review

  Open Access

  • Flow graphs
  • Fast Fourier transforms
  • Discrete cosine transforms
  • Redundancy
  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 journal › Article › peer-review

  • Chemical reactions
  • Molecular Computers
  • Polynomials
  • Power (Psychology)
  • Molecules
  23 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 proceeding › Conference contribution

  • Hyperbolic functions
  • Logic gates
  • Flip flop circuits
  • Learning systems
  • Machine learning
  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 journal › Article › peer-review

  • Polynomials
  • Factorization
  • Shift registers
  • Logic gates
  • Computer hardware
  5 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 proceeding › Conference contribution

  • Polynomials
  • Finite automata
  • Factorization
  • Computer hardware
  11 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 proceeding › Conference contribution

  • Functional groups
  • Factor analysis
  • Magnetic resonance
  • Tensors
  • Hemodynamics
  8 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 proceeding › Conference contribution

  • Field programmable gate arrays (FPGA)
  • Radio frequency identification (RFID)
  • Sensor networks
  • Data storage equipment
  11 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 journal › Article › peer-review

  Open Access

  • macular degeneration
  • graphs
  • Macular Degeneration
  • fluids
  • Retinal Pigments
  18 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 proceeding › Conference contribution

  • Networks (circuits)
  • Intellectual property
  • Hardware security
  • Reverse engineering
  • Convolution
  3 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 journal › Article › peer-review

  • Computer hardware
  • Sorting
  • Silicon
  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 proceeding › Conference contribution

  • Hardware security
  • Neural networks
  • Networks (circuits)
  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 journal › Article › peer-review

  Open Access

  • Hardware security
  • Authentication
  • Finite automata
  • Integrated circuits
  • Foundries
  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 proceeding › Conference contribution

  • Chip
  • Experimental Study
  • Hardware
  • Design of experiments
  • Output
  24 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 proceeding › Conference contribution

  • Adaptive boosting
  • Electroencephalography
  • Neural networks
  • Electrodes
  • Kalman filters
  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 proceeding › Conference contribution

  • Shift registers
  • Probability density function
  • Feedback
  • Logic gates
  • Logic circuits
  2 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 publication › Article

  • Digital signal processors
  • Signal processing
  • Networks (circuits)

• 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 journal › Article › peer-review

  • Neural networks
  • Graphics processing unit
  • Computer hardware
  • Program processors
  • Machine design
  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 journal › Article › peer-review

  • Magnetoencephalography
  • Word processing
  • Word Processing
  • Power (Psychology)
  • Schizophrenia
  5 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 journal › Article › peer-review

  • Digital filters
  • Feedback
  • Logic gates
  • Computer hardware
  • Fault tolerance
  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 proceeding › Conference contribution

  • Digital filters
  • Logic gates
  • Computer hardware
  • Fault tolerance
  • Scalability
  6 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 proceeding › Conference contribution

  • Retinal Vessels
  • Blood vessels
  • Veins
  • Support Vector Machine
  • Datasets
  10 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 proceeding › Conference contribution

  • Blood vessels
  • Diabetic Retinopathy
  • Optics
  • Screening
  • Optic Disk
  10 Scopus citations

• Beat frequency detector-based high-speed true random number generators: Statistical modeling and analysis

  Lao, Y., Tang, Q., Kim, C. H. & Parhi, K. K., Apr 2016, In: ACM Journal on Emerging Technologies in Computing Systems. 13, 1, 2866574.

  Research output: Contribution to journal › Article › peer-review

  • Detectors
  • Statistical methods
  • Jitter
  • Networks (circuits)
  • Costs
  4 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 proceeding › Conference contribution

  • Silicon
  • Electric power utilization
  • Computer hardware
  • Costs
  15 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 proceeding › Conference contribution

  • Fast Fourier transforms
  • Digital signal processing
  • Factorization
  • Redundancy
  • Costs
  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 proceeding › Conference contribution

  • Magnetic Resonance Imaging
  • Obsessive-Compulsive Disorder
  • Frequency bands
  • Biomarkers
  • Magnetic resonance
  12 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 proceeding › Conference contribution

  • Factorization
  • Polynomials
  • Logic gates
  • Computer hardware
  • Cost functions
  5 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 proceeding › Conference contribution

  • Chemical reactions
  • Polynomials
  • Molecules
  • DNA
  • Set theory

• 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 proceeding › Conference contribution

  • Support Vector Machine
  • Exponential functions
  • Radial Functions
  • Basis Functions
  • Support vector machines
  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 proceeding › Conference contribution

  • Flow Graphs
  • Flow graphs
  • Fast Fourier transforms
  • Composite
  • Fast Fourier transform
  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 proceeding › Conference contribution

  • Silicon
  • Neural networks
  • Hardware security
  • Servers
  • Adaptive algorithms
  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 journal › Article › peer-review

  • Magnetic recording
  • Bit error rate
  • Detectors
  • Equalizers
  • Signal to noise ratio
  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 journal › Article › peer-review

  • Electroencephalography
  • Support vector machines
  • Electrodes
  • Classifiers
  • Fast Fourier transforms
  69 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 proceeding › Conference contribution

  • Machine learning
  • Classifiers
  • Electroencephalography
  • Support vector machines
  • Neural networks
  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 proceeding › Conference contribution

  Open Access

  • Flow control
  • Hardware security
  • Digital signal processing
  • Fast Fourier transforms
  • Networks (circuits)
  5 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., 2016, In: NeuroImage: Clinical. 11, p. 302-315 14 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Magnetic Resonance Imaging
  • Brain
  • Discriminant Analysis
  • Neuroimaging
  • Sample Size
  31 Scopus citations