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Automated design of error-resilient and hardware-efficient deep neural networks

Neural computing & applications, 2020-12, Vol.32 (24), p.18327-18345

2020

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Multiple particle filtering for tracking wireless agents via Monte Carlo likelihood approximation

EURASIP journal on advances in signal processing, 2019-11, Vol.2019 (1), p.1-20, Article 52

2019

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Random field-aided tracking of autonomous kinetically passive wireless agents

EURASIP journal on advances in signal processing, 2020-02, Vol.2020 (1), p.1-27, Article 5

2020

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Development and validation of a reinforcement learning algorithm to dynamically optimize mechanical ventilation in critical care

NPJ digital medicine, 2021-02, Vol.4 (1), p.32-12, Article 32

2021

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Localization of ambiguously identifiable wireless agents: complexity analysis and efficient algorithms

EURASIP journal on advances in signal processing, 2018-05, Vol.2018 (1), p.1-17, Article 30

2018

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MAPS: Mapping Concurrent Dataflow Applications to Heterogeneous MPSoCs

IEEE transactions on industrial informatics, 2013-02, Vol.9 (1), p.527-545

2013

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Backtracking-based dynamic programming for resolving transmit ambiguities in WSN localization

EURASIP journal on advances in signal processing, 2018-03, Vol.2018 (1), p.1-26, Article 20

2018

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ConvAix: An Application-Specific Instruction-Set Processor for the Efficient Acceleration of CNNs

IEEE open journal of circuits and systems, 2021, Vol.2, p.3-15

2021

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A seamless software defined radio development flow for waveform and prototype debugging

Journal of Telecommunications and Information Technology, 2023-06 (2), p.21-29

2023

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Characterization of Non-Stationary Channels Using Mismatched Wiener Filtering

IEEE transactions on signal processing, 2013-01, Vol.61 (2), p.274-288

2013

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Corrigendum: Heparan Sulfate Induces Necroptosis in Murine Cardiomyocytes: A Medical- in-Silico Approach Combining In Vitro Experiments and Machine Learning

Frontiers in immunology, 2020-12, Vol.11, p.630463-630463

2020

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Heparan Sulfate Induces Necroptosis in Murine Cardiomyocytes: A Medical- In silico Approach Combining In vitro Experiments and Machine Learning

Frontiers in immunology, 2018-03, Vol.9, p.393-393

2018

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Density-Based Statistical Clustering: Enabling Sidefire Ultrasonic Traffic Sensing in Smart Cities

Journal of advanced transportation, 2018-01, Vol.2018 (2018), p.1-15

2018

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Quasi-Static and Time-Selective Channel Estimation for Block-Sparse Millimeter Wave Hybrid MIMO Systems: Sparse Bayesian Learning (SBL) Based Approaches

IEEE transactions on signal processing, 2019-03, Vol.67 (5), p.1251-1266

2019

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Security-Constrained Power Allocation in MU-Massive-MIMO With Distributed Antennas

IEEE transactions on wireless communications, 2016-12, Vol.15 (12), p.8139-8153

2016

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On the Performance of Quasiorthogonal STBC with Relay Selection and Phase Rotation Techniques for Decode and Forward Cooperative Communications

International journal of distributed sensor networks, 2013-01, Vol.2013 (-), p.1-11

2013

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Aircraft to Ground-Station C-Band Channel-Small Airport Scenario

IEEE transactions on vehicular technology, 2019-05, Vol.68 (5), p.4306-4315

2019

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An Efficient Bit-Flip Resilience Optimization Method for Deep Neural Networks

2019 Design, Automation & Test in Europe Conference & Exhibition (DATE), 2019, p.1507-1512

2019

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Accurate neuron resilience prediction for a flexible reliability management in neural network accelerators

2018 Design, Automation & Test in Europe Conference & Exhibition (DATE), 2018, p.979-984

2018

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A Novel Low-Complexity Numerical Localization Method for Dynamic Wireless Sensor Networks

IEEE transactions on signal processing, 2015-08, Vol.63 (15), p.4102-4114

2015

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Equivalent Quasi-Convex Form of the Multicast Max-Min Beamforming Problem

IEEE transactions on vehicular technology, 2013-11, Vol.62 (9), p.4643-4648

2013

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A Scalable, Multimode SVD Precoding ASIC Based on the Cyclic Jacobi Method

IEEE transactions on circuits and systems. I, Regular papers, 2016-08, Vol.63 (8), p.1283-1294

2016

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Efficient On-Line Error Detection and Mitigation for Deep Neural Network Accelerators

Computer Safety, Reliability, and Security, p.205-219

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The Value of Memory: Markov Chain versus Long Short-Term Memory for Electronic Intelligence

2021 IEEE Radar Conference (RadarConf21), 2021, p.1-6

2021

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Reducing idle time in event-triggered software execution via runnable migration and DPM-Aware scheduling

Integration (Amsterdam), 2020-01, Vol.70, p.10-20

2020

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Automated design of error-resilient and hardware-efficient deep neural networks

Multiple particle filtering for tracking wireless agents via Monte Carlo likelihood approximation

Random field-aided tracking of autonomous kinetically passive wireless agents

Development and validation of a reinforcement learning algorithm to dynamically optimize mechanical ventilation in critical care

Localization of ambiguously identifiable wireless agents: complexity analysis and efficient algorithms

MAPS: Mapping Concurrent Dataflow Applications to Heterogeneous MPSoCs

Backtracking-based dynamic programming for resolving transmit ambiguities in WSN localization

ConvAix: An Application-Specific Instruction-Set Processor for the Efficient Acceleration of CNNs

A seamless software defined radio development flow for waveform and prototype debugging

Characterization of Non-Stationary Channels Using Mismatched Wiener Filtering

Corrigendum: Heparan Sulfate Induces Necroptosis in Murine Cardiomyocytes: A Medical- in-Silico Approach Combining In Vitro Experiments and Machine Learning

Heparan Sulfate Induces Necroptosis in Murine Cardiomyocytes: A Medical- In silico Approach Combining In vitro Experiments and Machine Learning

Density-Based Statistical Clustering: Enabling Sidefire Ultrasonic Traffic Sensing in Smart Cities

Quasi-Static and Time-Selective Channel Estimation for Block-Sparse Millimeter Wave Hybrid MIMO Systems: Sparse Bayesian Learning (SBL) Based Approaches

Security-Constrained Power Allocation in MU-Massive-MIMO With Distributed Antennas

On the Performance of Quasiorthogonal STBC with Relay Selection and Phase Rotation Techniques for Decode and Forward Cooperative Communications

Aircraft to Ground-Station C-Band Channel-Small Airport Scenario

An Efficient Bit-Flip Resilience Optimization Method for Deep Neural Networks

Accurate neuron resilience prediction for a flexible reliability management in neural network accelerators

A Novel Low-Complexity Numerical Localization Method for Dynamic Wireless Sensor Networks

Equivalent Quasi-Convex Form of the Multicast Max-Min Beamforming Problem

A Scalable, Multimode SVD Precoding ASIC Based on the Cyclic Jacobi Method

Efficient On-Line Error Detection and Mitigation for Deep Neural Network Accelerators

The Value of Memory: Markov Chain versus Long Short-Term Memory for Electronic Intelligence

Reducing idle time in event-triggered software execution via runnable migration and DPM-Aware scheduling

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