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Research Output 1986 2019

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 1 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)

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
7 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

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
Multi-class Classification
Feature Selection
Feature extraction
Uncertainty
Misclassification Error

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
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. 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. 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
3 Citations (Scopus)

A Serial Commutator Fast Fourier Architecture for Real-Valued Signals

Garrido, M., Unnikrishnan, N. K. & Parhi, K. K., Nov 1 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. 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. 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
2 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
11 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 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
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., Vol. 2017-October. p. 484-488 5 p. 8335386

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
2 Citations (Scopus)
Energy utilization
Classifiers
Decomposition
Hardware
Learning systems
7 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.

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. & 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., Vol. 2017-October. p. 478-483 6 p. 8335385

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

Markov chains
State Transition
Markov processes
Markov chain
Molecules
1 Citation (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
2 Citations (Scopus)

OCT Fluid Segmentation using Graph Shortest Path and Convolutional Neural Network

Rashno, A., Koozekanani, 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
1 Citation (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)
5 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
1 Citation (Scopus)
Polynomials
Networks (circuits)
2017
4 Citations (Scopus)

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
6 Citations (Scopus)

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

Dynamic random access storage
Authentication
Electric potential
Data storage equipment
Hardware security
1 Citation (Scopus)

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 proceedingConference contribution

Logic circuits
Fault tolerance
Polynomials
Networks (circuits)
2 Citations (Scopus)

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 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
2 Citations (Scopus)

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
14 Citations (Scopus)

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 Citation (Scopus)

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 proceedingConference contribution

Learning systems
Logic gates
Flip flop circuits
Neural networks
3 Citations (Scopus)

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
7 Citations (Scopus)

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, 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 proceedingConference contribution

Polynomials
Finite automata
Factorization
Hardware
3 Citations (Scopus)

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
6 Citations (Scopus)

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 proceedingConference contribution

Cryptography
Field programmable gate arrays (FPGA)
Radio frequency identification (RFID)
Sensor networks
Data storage equipment
8 Citations (Scopus)

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 Citation (Scopus)

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 proceedingConference contribution

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

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
4 Citations (Scopus)

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 proceedingConference contribution

Neural networks
Networks (circuits)
Hardware security
9 Citations (Scopus)

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
10 Citations (Scopus)

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 proceedingConference contribution

Design of experiments
Experimental Study
Chip
Hardware
Output
1 Citation (Scopus)

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 proceedingConference contribution

Adaptive boosting
Electroencephalography
Neural networks
Electrodes
Kalman filters