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2019

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

Diffusion tensor imaging
Anisotropy
Psychiatry

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

Cryptography
Application specific integrated circuits
Field programmable gate arrays (FPGA)

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

Major Depressive Disorder
Frequency bands
Time series
Magnetic Resonance Imaging
Biomarkers

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

Brain
Classifiers
Imaging techniques
Diffusion tensor imaging
Statistical tests
8 Citations (Scopus)

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

Polynomials
Finite automata
Logic circuits
Factorization
Hardware

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

Radial Functions
Support vector machines
Basis Functions
Support Vector Machine
DNA
1 Citation (Scopus)

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

Tensors
Decomposition
Brain
Chemical activation
Magnetic Resonance Imaging
1 Citation (Scopus)
Discriminators
Time series
Signal to noise ratio
Power spectral density
White noise

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

Fast Fourier transforms
Computer hardware description languages
Experiments

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

Avvaru, S. V. S. & Parhi, K. 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

Authentication
Networks (circuits)
Hardware security
Multi-class Classification
Feature Selection
Feature extraction
Uncertainty
Misclassification Error
1 Citation (Scopus)

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

Gaussian distribution
Hardware security
Networks (circuits)

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

Brain
Magnetic Resonance Imaging
Connectome
Electric network analysis
Feature extraction

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

Ethernet
Field Programmable Gate Array
Field programmable gate arrays (FPGA)
Switch
Switches

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
Entropy
Brain
Gambling
Emotions
Connectome
4 Citations (Scopus)

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

Benchmarking
Optical tomography
Optical Coherence Tomography
Retinal Diseases
Fluids
2018
3 Citations (Scopus)

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

Occipital Lobe
Major Depressive Disorder
Biomarkers
Classifiers
Diffusion tensor imaging
1 Citation (Scopus)

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

Digital to analog conversion
Capacitors
Comparator circuits
Electric potential
Metals
6 Citations (Scopus)

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

Electric commutators
Fast Fourier transforms
Hardware
Adders
Electronic data interchange
2 Citations (Scopus)

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

Diffusion Magnetic Resonance Imaging
Major Depressive Disorder
Biomarkers
Magnetic resonance imaging
Topology

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

Fast Fourier transforms
Odd
Composite
Fast Fourier transform
Composite materials
1 Citation (Scopus)

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

Major Depressive Disorder
Gyrus Cinguli
Temporal Lobe
Hippocampus
Parietal Lobe
7 Citations (Scopus)

Computing Mathematical Functions using DNA via Fractional Coding

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

Research output: Contribution to journalArticle

Mathematical Computing
Pharmacologic Actions
Neural Networks (Computer)
DNA
Sigmoid Colon
3 Citations (Scopus)

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

Aging of materials
Authentication
Hardware security
Random variables
Tuning
17 Citations (Scopus)

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

Optical tomography
Fluids
Pigments
Cost functions
Membranes
1 Citation (Scopus)

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

Obfuscation
foundries
Integrated Circuits
Encryption
Cryptography
6 Citations (Scopus)
Open Access
Diffusion Magnetic Resonance Imaging
Joints
Magnetic Resonance Imaging
Brain
Connectome
3 Citations (Scopus)
Energy utilization
Classifiers
Decomposition
Hardware
Learning systems
9 Citations (Scopus)
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
1 Citation (Scopus)

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

Classifiers
Adders
Internet of things
Energy utilization
Decomposition

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

Markov chains
State Transition
Markov processes
Markov chain
Molecules
4 Citations (Scopus)

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

Feature extraction
Redundancy
Bins
Impurities
Learning systems
5 Citations (Scopus)

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

Optical tomography
Optical Coherence Tomography
Neural networks
Fluids
Retinal Vein Occlusion
2 Citations (Scopus)

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

Authenticated Encryption
Performance Comparison
Field Programmable Gate Array
Cryptography
Field programmable gate arrays (FPGA)
9 Citations (Scopus)

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

Network architecture
Energy efficiency
Processing
Fast Fourier transforms
Computational complexity
1 Citation (Scopus)

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

Logistics
Neural networks
2 Citations (Scopus)
Polynomials
Networks (circuits)
2016
3 Citations (Scopus)

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 journalArticle

Magnetoencephalography
Word processing
Word Processing
Schizophrenia
Frequency bands
17 Citations (Scopus)

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
5 Citations (Scopus)

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 proceedingConference contribution

IIR filters
Digital filters
Hardware
Logic gates
Fault tolerance
6 Citations (Scopus)

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
7 Citations (Scopus)

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 proceedingConference contribution

Blood vessels
Diabetic Retinopathy
Optics
Optic Disk
Screening
3 Citations (Scopus)
Detectors
Statistical methods
Jitter
Networks (circuits)
Costs
10 Citations (Scopus)

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 proceedingConference contribution

Decoding
Electric power utilization
Hardware
Silicon
Costs
2 Citations (Scopus)

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 proceedingConference contribution

Fast Fourier transforms
Digital signal processing
Factorization
Redundancy
Costs
9 Citations (Scopus)

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 proceedingConference contribution

Obsessive-Compulsive Disorder
Frequency bands
Magnetic Resonance Imaging
Biomarkers
Magnetic resonance
4 Citations (Scopus)

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 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
5 Citations (Scopus)

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