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Energy-Aware Duty Cycle Management for Solar-Powered IoT Devices. [PDF]
Gerndt M, Ispir M, Nunez I, Benedict S.
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MICROCONTROLLER BASED SPEED CONTROL OF SINUSOIDAL PWM INVERTER FED THREE PHASE INDUCTION MOTOR
V. Prabaharan, R. Umamaheswaran
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Microcontroller Servomotor for Maximum Effective Power Point for Solar Cell System
Mohammed Majid M. Al-Khalidy +2 more
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TinyMPC: Model-Predictive Control on Resource-Constrained Microcontrollers
IEEE International Conference on Robotics and Automation, 2023Model-predictive control (MPC) is a powerful tool for controlling highly dynamic robotic systems subject to complex constraints. However, MPC is computationally demanding, and is often impractical to implement on small, resource-constrained robotic ...
Anoushka Alavilli +4 more
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MCUFormer: Deploying Vision Tranformers on Microcontrollers with Limited Memory
Neural Information Processing Systems, 2023Due to the high price and heavy energy consumption of GPUs, deploying deep models on IoT devices such as microcontrollers makes significant contributions for ecological AI.
Yinan Liang +5 more
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Space-Efficient TREC for Enabling Deep Learning on Microcontrollers
International Conference on Architectural Support for Programming Languages and Operating Systems, 2023Deploying deep neural networks (DNNs) for a resource-constrained environment and achieving satisfactory performance is challenging. It is especially so on microcontrollers for their stringent space and computing power.
Jiesong Liu +6 more
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TinyML Benchmark: Executing Fully Connected Neural Networks on Commodity Microcontrollers
World Forum on Internet of Things, 2021Recent advancements in the field of ultra-low-power machine learning (TinyML) promises to unlock an entirely new class of edge applications. However, continued progress is restrained by the lack of benchmarking Machine Learning (ML) models on TinyML ...
B. Sudharsan +7 more
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Review of Scientific Instruments, 2021
Microcontrollers and field-programmable gate arrays have been largely leveraged in scientific instrumentation since decades. Recent advancements in the performance of these programmable digital devices, with hundreds of I/O pins, up to millions of logic ...
M. Carminati, G. Scandurra
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Microcontrollers and field-programmable gate arrays have been largely leveraged in scientific instrumentation since decades. Recent advancements in the performance of these programmable digital devices, with hundreds of I/O pins, up to millions of logic ...
M. Carminati, G. Scandurra
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Proceedings of the International Conference and Workshop on Emerging Trends in Technology, 2010
Today's microcontrollers are fast, cheap and low power machines that can handle just about any control or data processing application imaginable. However, considering thousands of microcontroller varieties available in the market from over 25 leading manufacturers, and this variety growing continuously, choosing the right microcontroller for a ...
Divyang Vyas, null Pandya
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Today's microcontrollers are fast, cheap and low power machines that can handle just about any control or data processing application imaginable. However, considering thousands of microcontroller varieties available in the market from over 25 leading manufacturers, and this variety growing continuously, choosing the right microcontroller for a ...
Divyang Vyas, null Pandya
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A Tiny Transformer for Low-Power Arrhythmia Classification on Microcontrollers
IEEE Transactions on Biomedical Circuits and SystemsWearable systems for the continuous and real-time monitoring of cardiovascular diseases are becoming widespread and valuable assets in diagnosis and therapy.
Paola Busia +4 more
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