Navegação Microeletrônica por Assunto "Redes neurais"
Resultados 1-4 de 4
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Boolean optimization of neural network circuits using signal probabilities and approximate computing through constant propagation
(2020) [Dissertação]The development of electronic devices has demonstrated amazing capabilities since the introduction of the transistor device. Humanity is more than ever, virtually connected. Information is at the grasp of most current human ... -
Convolutional neural network reliability on an APSoC platform a traffic-sign recognition case study
(2017) [Dissertação]Deep learning has a plethora of applications in computer vision, speech recognition, natural language processing and other applications of commercial interest. Computer vision, in turn, has many applications in distinct ... -
DHyANA : neuromorphic architecture for liquid computing
(2016) [Dissertação]Neural Networks has been a subject of research for at least sixty years. From the effectiveness in processing information to the amazing ability of tolerating faults, there are countless processing mechanisms in the brain ... -
Energy-efficient recurrent neural network hardware architecture for heart rate estimation based on photoplethysmography
(2020) [Tese]The increasing power density and the pervasive use of compute-intensive and powerhungry applications demand energy-efficient CMOS design. The quest for energy-efficient systems particularly concerns in wearable devices for ...