63 citations · 68 across the 4 of their papers we have counts for
4 papers
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…
A Deterministic Solution of the Wigner Transport Equation with Infinite Correlation Length
Kyoung Yeon Kim, Byung-Gook Park
We propose a new formulation of the Wigner transport equation with infinite correlation length. Since the maximum correlation length is not limited to a finite value, there is no u…
Unsupervised Online Learning With Multiple Postsynaptic Neurons Based on Spike-Timing-Dependent Plasticity Using a TFT-Type NOR Flash Memory Array
Soochang Lee, Chul-Heung Kim, Seongbin Oh +2
We present a two-layer fully connected neuromorphic system based on a thin-film transistor (TFT)-type NOR flash memory array with multiple postsynaptic (POST) neurons. Unsupervised…
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…