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Hardware for machine learning: Challenges and opportunities
2018 IEEE Custom Integrated Circuits Conference (CICC)
Machine learning plays a critical role in extracting meaningful information out of the zetabytes of sensor data collected every day. For some applications, the goal is to analyze and understand the data to identify trends (e.g., surveillance, portable/wearable electronics); in other applications, the goal is to take immediate action based the data (e.g., robotics/drones, self-driving cars, smart Internet of Things). For many of these applications, local embedded processing near the sensor isdoi:10.1109/cicc.2018.8357072 dblp:conf/cicc/SzeCESZ18 fatcat:mqeeceyr7zdgjm62n3etpersky