6 citations · 16 across the 7 of their papers we have counts for
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cs.NE2020★ 4 cited
Always-On, Sub-300-nW, Event-Driven Spiking Neural Network based on Spike-Driven Clock-Generation and Clock- and Power-Gating for an Ultra-Low-Power Intelligent Device
Dewei Wang, Pavan Kumar Chundi, Sung Justin Kim +6
Always-on artificial intelligent (AI) functions such as keyword spotting (KWS) and visual wake-up tend to dominate total power consumption in ultra-low power devices. A key observa…
cs.NE2017★ 2 cited
Dynamic Capacity Estimation in Hopfield Networks
Saarthak Sarup, Mingoo Seok
Understanding the memory capacity of neural networks remains a challenging problem in implementing artificial intelligence systems. In this paper, we address the notion of capacity…
cs.NE2017★ 6 cited
Recursive Binary Neural Network Learning Model with 2.28b/Weight Storage Requirement
Tianchan Guan, Xiaoyang Zeng, Mingoo Seok
This paper presents a storage-efficient learning model titled Recursive Binary Neural Networks for sensing devices having a limited amount of on-chip data storage such as < 100's k…