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Description
Humans' and Semiconductors' relationship have reshaped history for the past five decades. From Moore's Law, the semiconductor industry has favored a fast and low-cost development of technology. During the crisis, supply chain ruptures and resource scarcity have changed such equilibrium. It is time for the microelectronic research field to bring out some paradigms breakthroughs in terms of extreme energy efficient systems and bringing artificial intelligence to the sensor's edge. This tutorial summarizes the state of the art in this field and brings some recent scientific results of our team. Few of them includes: (a) low area, low power neuromorphic circuits suitable for Spiking Neural Networks; (b) spiking frequency modulation over audio bandwidth suggesting a Smart IoT hearing; (c) spiking frequency responsiveness over input waves suggesting a Smart IoT vision; (d) deep learning and energy efficiency trade-offs in analog spiking neurons.
lien zoom : https://cnrs.zoom.us/j/95890583717?pwd=pg7P8MRr0Ow9DE1CYSU5UDfaQ5xRRb.1