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SLIM: Simultaneous Logic-in-Memory Computing Exploiting Bilayer Analog OxRAM Devices

Scientific reports, 2020-02, Vol.10 (1), p.2567-2567, Article 2567

2020

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Hardware-Efficient Stochastic Binary CNN Architectures for Near-Sensor Computing

Frontiers in neuroscience, 2022-01, Vol.15, p.781786-781786

2022

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Dual-configuration in-memory computing bitcells using SiOx RRAM for binary neural networks

Applied physics letters, 2022-01, Vol.120 (3)

2022

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An autonomous method for diagnosing raceway defects and misalignment in a self-aligning rolling-element bearing

Proceedings of the Institution of Mechanical Engineers. Part K, Journal of multi-body dynamics, 2022-09, Vol.236 (3), p.470-487

2022

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Analysis of VMM computation strategies to implement BNN applications on RRAM arrays

APL machine learning, 2023-06, Vol.1 (2), p.026108-026108-11

2023

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In-Memory Computation Based Mapping of Keccak-f Hash Function

Frontiers in nanotechnology, 2022-03, Vol.4

2022

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Nonlinear vibration response analysis of a double-row self-aligning ball bearing due to surface imperfections

Proceedings of the Institution of Mechanical Engineers. Part K, Journal of multi-body dynamics, 2020-09, Vol.234 (3), p.514-535

2020

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A Hybrid CMOS-Memristive Approach to Designing Deep Generative Models

IEEE transaction on neural networks and learning systems, 2021-06, Vol.32 (6), p.2790-2796

2021

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Investigation of Unified Emerging-NVM SoC Architecture for IoT-WSN Applications

2019 32nd International Conference on VLSI Design and 2019 18th International Conference on Embedded Systems (VLSID), 2019, p.281-286

2019

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Demonstration of Differential Mode Ferroelectric Field‐Effect Transistor Array‐Based in‐Memory Computing Macro for Realizing Multiprecision Mixed‐Signal Artificial Intelligence Accelerator

Advanced intelligent systems, 2023-06, Vol.5 (6), p.n/a

2023

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Contrasting Advantages of Learning With Random Weights and Backpropagation in Non-Volatile Memory Neural Networks

IEEE access, 2019-01, Vol.7, p.73938-73953

2019

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Exploiting Intrinsic Variability of Filamentary Resistive Memory for Extreme Learning Machine Architectures

IEEE transactions on nanotechnology, 2015-11, Vol.14 (6), p.963-968

2015

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Short-term plasticity circuit device exploration in the MASTISK neuromorphic framework

Journal of physics. D, Applied physics, 2018-11, Vol.51 (45), p.454004

2018

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Effect of dynamic misalignment on the vibration response, trajectory followed and defect-depth achieved by the rolling-elements in a double-row spherical rolling-element bearing

Mechanism and machine theory, 2021-08, Vol.162, p.104366, Article 104366

2021

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Effect of welding current on the microstructural and corrosion behavior of GTA welded austenitic stainless steel joints

Materials today : proceedings, 2023-09

2023

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Time-Multiplexed In-Memory Computation Scheme for Mapping Quantized Neural Networks on Hybrid CMOS-OxRAM Building Blocks

IEEE transactions on nanotechnology, 2022, Vol.21, p.406-412

2022

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OxRAM RNG Circuits Exploiting Multiple Undesirable Nanoscale Phenomena

IEEE transactions on nanotechnology, 2017-07, Vol.16 (4), p.560-566

2017

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Fully Binarized, Parallel, RRAM-Based Computing Primitive for In-Memory Similarity Search

IEEE transactions on circuits and systems. II, Express briefs, 2023-01, Vol.70 (1), p.46-50

2023

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Dual-configuration in-memory computing bitcells using SiO x RRAM for binary neural networks

Applied physics letters, 2022-01, Vol.120 (3)

2022

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Effect of an unbalanced rotor on dynamic characteristics of double-row self-aligning ball bearing

European journal of mechanics, A, Solids, 2020-07, Vol.82, p.104006, Article 104006

2020

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Exploring Memory-Oriented Design Optimization of Edge AI Hardware for Extended Reality Applications

IEEE MICRO, 2023-11, Vol.43 (6), p.40-49

2023

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Analysing the colorectal cancer screening patterns during the COVID-19 pandemic and their effects on patient outcomes

JCO oncology practice, 2023-11, Vol.19 (11_suppl), p.40-40

2023

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Impact of High-K Deposition Process on the Noise Immunity of FeFETs and their Applicability Towards In-Memory-Computing

2023 IEEE International Integrated Reliability Workshop (IIRW), 2023, p.1-4

2023

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Binarized-Distance Computation for performing low-power Face Recognition with optimized storage

Proceedings of the Third International Conference on AI-ML Systems, 2023, p.1-5

2023

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Exploiting Variability in Resistive Memory Devices for Cognitive Systems

Advances in Neuromorphic Hardware Exploiting Emerging Nanoscale Devices, 2017, Vol.31, p.175-195

2017

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SLIM: Simultaneous Logic-in-Memory Computing Exploiting Bilayer Analog OxRAM Devices

Hardware-Efficient Stochastic Binary CNN Architectures for Near-Sensor Computing

Dual-configuration in-memory computing bitcells using SiOx RRAM for binary neural networks

An autonomous method for diagnosing raceway defects and misalignment in a self-aligning rolling-element bearing

Analysis of VMM computation strategies to implement BNN applications on RRAM arrays

In-Memory Computation Based Mapping of Keccak-f Hash Function

Nonlinear vibration response analysis of a double-row self-aligning ball bearing due to surface imperfections

A Hybrid CMOS-Memristive Approach to Designing Deep Generative Models

Investigation of Unified Emerging-NVM SoC Architecture for IoT-WSN Applications

Demonstration of Differential Mode Ferroelectric Field‐Effect Transistor Array‐Based in‐Memory Computing Macro for Realizing Multiprecision Mixed‐Signal Artificial Intelligence Accelerator

Contrasting Advantages of Learning With Random Weights and Backpropagation in Non-Volatile Memory Neural Networks

Exploiting Intrinsic Variability of Filamentary Resistive Memory for Extreme Learning Machine Architectures

Short-term plasticity circuit device exploration in the MASTISK neuromorphic framework

Effect of dynamic misalignment on the vibration response, trajectory followed and defect-depth achieved by the rolling-elements in a double-row spherical rolling-element bearing

Effect of welding current on the microstructural and corrosion behavior of GTA welded austenitic stainless steel joints

Time-Multiplexed In-Memory Computation Scheme for Mapping Quantized Neural Networks on Hybrid CMOS-OxRAM Building Blocks

OxRAM RNG Circuits Exploiting Multiple Undesirable Nanoscale Phenomena

Fully Binarized, Parallel, RRAM-Based Computing Primitive for In-Memory Similarity Search

Dual-configuration in-memory computing bitcells using SiO x RRAM for binary neural networks

Effect of an unbalanced rotor on dynamic characteristics of double-row self-aligning ball bearing

Exploring Memory-Oriented Design Optimization of Edge AI Hardware for Extended Reality Applications

Analysing the colorectal cancer screening patterns during the COVID-19 pandemic and their effects on patient outcomes

Impact of High-K Deposition Process on the Noise Immunity of FeFETs and their Applicability Towards In-Memory-Computing

Binarized-Distance Computation for performing low-power Face Recognition with optimized storage

Exploiting Variability in Resistive Memory Devices for Cognitive Systems

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