63 citations · 95 across the 3 of their papers we have counts for
3 papers
cs.ET2021
Pulse-Width Modulation Neuron Implemented by Single Positive-Feedback Device
Sung Yun Woo, Dongseok Kwon, Byung-Gook Park +2
Positive-feedback (PF) device and its operation scheme to implement pulse width modulation (PWM) function was proposed and demonstrated, and the device operation mechanism for impl…
cs.NE2020★ 32 cited
Hardware Implementation of Spiking Neural Networks Using Time-To-First-Spike Encoding
Seongbin Oh, Dongseok Kwon, Gyuho Yeom +6
Hardware-based spiking neural networks (SNNs) are regarded as promising candidates for the cognitive computing system due to low power consumption and highly parallel operation. In…
cs.NE2017★ 63 cited
Adaptive Learning Rule for Hardware-based Deep Neural Networks Using Electronic Synapse Devices
Suhwan Lim, Jong-Ho Bae, Jai-Ho Eum +5
In this paper, we propose a learning rule based on a back-propagation (BP) algorithm that can be applied to a hardware-based deep neural network (HW-DNN) using electronic devices t…