Profile

Bane Vasic

Professor, Electrical and Computer Engineering | Professor, BIO5 Institute | Member of the Graduate Faculty | Professor, Mathematics | Professor, Applied Mathematics - GIDP

Electrical and Computer Engr

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Overview

Research

Collaboration(22)

Page 1 of 5

Grants(38)

Robust Neural Network Decoders for Quantum Error Correction Systems
Active·2023·$40K·
External
Principal Investigator (PI)
neural networks, quantum computing, error correction, robustness, decoders
Collaborative Research: CIF: Medium: QODED: Quantum Codes Optimized for the Dynamics Between Encoded Computation and Decoding Using Classical Coding Techniques
Active·2021·$237.7K / $838.9K·
External
Principal Investigator (PI)
quantum computing, coding theory, quantum error correction, error correction, computation dynamics
CIF: Small: Learning To Correct Errors
Active·2021·$253.7K / $507.4K·
External
Principal Investigator (PI)
machine learning, error correction, artificial intelligence, neural networks, computer vision
Superconducting Quantum Materials and Systems (SQMS) Center
Active·2021·$370K·
External
Principal Investigator (PI)
superconductivity, quantum materials, systems, research center, nanotechnology
Collaborative Research: Secure and Efficient Post-Quantum Cryptography: from Coding Theory to Hardware Architecture
Active·2021·$245K·
External
Principal Investigator (PI)
cryptography, coding theory, secure communication, hardware architecture, collaborative research

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Publications(354)

Recent

A sub-graph expansion-contraction method for error floor computation

2020

graph theory, error analysis, algorithm development, computational methods, mathematical modeling

A deliberate bit flipping coding scheme for data-dependent two-dimensional channels

2020

coding schemes, data-dependent channels, error correction, bit-flipping, two-dimensional channels

Designing finite alphabet iterative decoders via recurrent quantized neural networks

2020

neural networks, decoding, design, algorithms, information theory

Quasi-Cyclic LDPC Codes with Parity- Check Matrices of Column Weight Two or More for Correcting Phased Bursts of Erasures

2020

ldpc codes, parity-check matrices, erasure correction, error correction

Accurate and Efficient Error Floor Computation of LDPC Codes Using Expansion-Contraction Method

2020

ldpc codes, error floor, computation, expansion-contraction method, efficiency

Trapping Sets of Quantum LDPC Codes

2020

quantum computing, error correction, quantum information, coding theory, entanglement

A log-likelihood ratio based generalized belief propagation

2019

information theory, graphical models, probability theory, machine learning, statistical inference

Neuro-OSVETA: A Robust Watermarking of 3D Meshes

2019

neuroscience, digital watermarking, 3d imaging, computer vision, data security

Constraint Satisfaction through GBP-Guided Deliberate Bit Flipping

2019

constraint satisfaction, guided bit flipping, deliberate bit flipping, gbp-guided, constraint programming

Finite alphabet iterative decoding of LDPC codes with coarsely quantized neural networks

2019

ldpc codes, neural networks, iterative decoding, quantized encoding, finite alphabet

People

Profile

Bane Vasic

Collaboration(22)

Andrew Woods

Jane Bambauer

Ali Akoglu

Janet Roveda

Allison Huff Macpherson

Grants(38)

Robust Neural Network Decoders for Quantum Error Correction Systems

Collaborative Research: CIF: Medium: QODED: Quantum Codes Optimized for the Dynamics Between Encoded Computation and Decoding Using Classical Coding Techniques

CIF: Small: Learning To Correct Errors

Superconducting Quantum Materials and Systems (SQMS) Center

Collaborative Research: Secure and Efficient Post-Quantum Cryptography: from Coding Theory to Hardware Architecture

Publications(354)

A sub-graph expansion-contraction method for error floor computation

A deliberate bit flipping coding scheme for data-dependent two-dimensional channels

Designing finite alphabet iterative decoders via recurrent quantized neural networks

Quasi-Cyclic LDPC Codes with Parity- Check Matrices of Column Weight Two or More for Correcting Phased Bursts of Erasures

Accurate and Efficient Error Floor Computation of LDPC Codes Using Expansion-Contraction Method

Trapping Sets of Quantum LDPC Codes

A log-likelihood ratio based generalized belief propagation

Neuro-OSVETA: A Robust Watermarking of 3D Meshes

Constraint Satisfaction through GBP-Guided Deliberate Bit Flipping

Finite alphabet iterative decoding of LDPC codes with coarsely quantized neural networks