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Exploiting the State Dependency of Conductance Variations in Memristive Devices for Accurate In-Memory Computing

IEEE transactions on electron devices, 2023-12, Vol.70 (12), p.6279-6285

2023

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ML-HW Co-Design of Noise-Robust TinyML Models and Always-On Analog Compute-in-Memory Edge Accelerator

IEEE MICRO, 2022-11, Vol.42 (6), p.76-87

2022

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Programming Weights to Analog In-Memory Computing Cores by Direct Minimization of the Matrix-Vector Multiplication Error

IEEE journal on emerging and selected topics in circuits and systems, 2023-12, Vol.13 (4), p.1052-1061

2023

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Implementing Efficient Balanced Networks with Mixed-Signal Spike-Based Learning Circuits

2021 IEEE International Symposium on Circuits and Systems (ISCAS), 2021, p.1-5

2021

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Supervised training of spiking neural networks for robust deployment on mixed-signal neuromorphic processors

Scientific reports, 2021-12, Vol.11 (1), p.23376-23376, Article 23376

2021

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Adversarial attacks on spiking convolutional neural networks for event-based vision

Frontiers in neuroscience, 2022-12, Vol.16, p.1068193

2022

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Improving the Accuracy of Analog-Based In-Memory Computing Accelerators Post-Training

2024 IEEE International Symposium on Circuits and Systems (ISCAS), 2024, p.1-5

2024

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Using the IBM analog in-memory hardware acceleration kit for neural network training and inference

APL machine learning, 2023-12, Vol.1 (4), p.041102-041102-36

2023

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Analog AI as a Service: A Cloud Platform for In-Memory Computing

2024 IEEE International Conference on Software Services Engineering (SSE), 2024, p.43-53

2024

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Radiation Therapy Versus No Radiation Therapy to the Neo-breast Following Skin-Sparing Mastectomy and Immediate Autologous Free Flap Reconstruction for Breast Cancer: Patient-Reported and Surgical Outcomes at 1 Year—A Mastectomy Reconstruction Outcomes Consortium (MROC) Substudy

International journal of radiation oncology, biology, physics, 2017-09, Vol.99 (1), p.165-172

2017

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Intraoperative Autoderm Decontamination for Use in Immediate Single-stage Direct-to-implant Breast Reconstruction

Plastic and reconstructive surgery. Global open, 2020-07, Vol.8 (7), p.e2968-e2968

2020

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Radiotherapy versus no radiotherapy to the neo-breast following skin sparing mastectomy and immediate autologous free flap reconstruction for breast cancer. Patient reported and surgical outcomes at one year. A Mastectomy Reconstruction Outcome Consortium [MROC] sub-study

International journal of radiation oncology, biology, physics, 2017

2017

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Exploiting the State Dependency of Conductance Variations in Memristive Devices for Accurate In-Memory Computing

ML-HW Co-Design of Noise-Robust TinyML Models and Always-On Analog Compute-in-Memory Edge Accelerator

Programming Weights to Analog In-Memory Computing Cores by Direct Minimization of the Matrix-Vector Multiplication Error

Implementing Efficient Balanced Networks with Mixed-Signal Spike-Based Learning Circuits

A 64-core mixed-signal in-memory compute chip based on phase-change memory for deep neural network inference

Supervised training of spiking neural networks for robust deployment on mixed-signal neuromorphic processors

Adversarial attacks on spiking convolutional neural networks for event-based vision

Improving the Accuracy of Analog-Based In-Memory Computing Accelerators Post-Training

Using the IBM analog in-memory hardware acceleration kit for neural network training and inference

Analog AI as a Service: A Cloud Platform for In-Memory Computing

Radiation Therapy Versus No Radiation Therapy to the Neo-breast Following Skin-Sparing Mastectomy and Immediate Autologous Free Flap Reconstruction for Breast Cancer: Patient-Reported and Surgical Outcomes at 1 Year—A Mastectomy Reconstruction Outcomes Consortium (MROC) Substudy

Intraoperative Autoderm Decontamination for Use in Immediate Single-stage Direct-to-implant Breast Reconstruction

Radiotherapy versus no radiotherapy to the neo-breast following skin sparing mastectomy and immediate autologous free flap reconstruction for breast cancer. Patient reported and surgical outcomes at one year. A Mastectomy Reconstruction Outcome Consortium [MROC] sub-study

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