In-memory Computing: Across Times and Scales
a City University of Hong Kong, Tat Chee Avenue, 83, Hong Kong, Hong Kong
Proceedings of Neuromorphic Materials, Devices, Circuits and Systems (NeuMatDeCaS)
VALÈNCIA, Spain, 2023 January 23rd - 25th
Organizers: Rohit Abraham John, Irem Boybat, Jason Eshraghian and Simone Fabiano
Invited Speaker, Arindam Basu, presentation 010
DOI: https://doi.org/10.29363/nanoge.neumatdecas.2023.010
Publication date: 9th January 2023
DOI: https://doi.org/10.29363/nanoge.neumatdecas.2023.010
Publication date: 9th January 2023
In this talk, I will describe how the concept of neuromorphic In-memory computing (IMC) has evolved over time. I will share some of our work on IMC spanning different flavours: volatile and non-volatile memory based, chip scale to large area covering flexible designs etc. Concrete applications of IMC employed in a system to process event streams from neuromorphic vision sensors in traffic monitoring will be shown as a means to enable the Internet of Video Things. I will also talk about some of the lessons learnt in working in cross-disciplinary teams spanning circuits, algorithms, devices, material scientists and physicists.
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