Emerging memory technologies for neuromorphic computing

Chul-Heung Kim, Suhwan Lim, Sung Yun Woo, +11

Nanotechnology

NeurochipMemory TechnologiesEngineeringRecent TrendsComputational Neuroscience +12

Demonstration of Unsupervised Learning With Spike-Timing-Dependent Plasticity Using a TFT-Type NOR Flash Memory Array

Chul-Heung Kim, Soochang Lee, Sung Yun Woo, +5

IEEE Transactions on Electron Devices

Motor LearningThin-film TransistorEngineeringNeural Networks (Machine Learning)Neural Recoding +17

A Split-Gate Positive Feedback Device With an Integrate-and-Fire Capability for a High-Density Low-Power Neuron Circuit

Kyu-Bong Choi, Sung Yun Woo, Won-Mook Kang, +5

Frontiers in Neuroscience

Adaptive Weight Quantization Method for Nonlinear Synaptic Devices

Dongseok Kwon, Suhwan Lim, Jong‐Ho Bae, +5

IEEE Transactions on Electron Devices

Adaptive Quantization MethodEngineeringMachine LearningNeural Networks (Machine Learning)Computational Neuroscience +12

Si-Based FET-Type Synaptic Device With Short-Term and Long-Term Plasticity Using High-<inline-formula> <tex-math notation="LaTeX">$\kappa$ </tex-math> </inline-formula> Gate-Stack

Young-Tak Seo, Myoung-Sun Lee, Chul-Heung Kim, +4

IEEE Transactions on Electron Devices

EngineeringSemiconductor MaterialsIntegrated CircuitsSemiconductor DeviceElectronic Devices +14

Hardware-based spiking neural network architecture using simplified backpropagation algorithm and homeostasis functionality

Jangsaeng Kim, Dongseok Kwon, Sung Yun Woo, +7

Neurocomputing

EngineeringNeurophysiologyComputational NeuroscienceComputer EngineeringHomeostasis Functionality +11

Neuromorphic Technology Based on Charge Storage Memory Devices

Sung‐Tae Lee, Suhwan Lim, Nagyong Choi, +8

EngineeringNeurochipSocial SciencesSynaptic DevicesMemory Device +16

A Spiking Neural Network with a Global Self-Controller for Unsupervised Learning Based on Spike-Timing-Dependent Plasticity Using Flash Memory Synaptic Devices

Won-Mook Kang, Chul-Heung Kim, Soochang Lee, +4

EngineeringNeurochipSocial SciencesGlobal Self-controllerVon Neumann Processor +16

Implementation of homeostasis functionality in neuron circuit using double-gate device for spiking neural network

Sung Yun Woo, Kyu-Bong Choi, Jangsaeng Kim, +6

Solid-State Electronics

EngineeringNeurophysiologyComputational NeuroscienceNeural NetworkComputer Engineering +11

Highly Reliable Inference System of Neural Networks Using Gated Schottky Diodes

Suhwan Lim, Dongseok Kwon, Jai-Ho Eum, +6

IEEE Journal of the Electron Devices Society

EngineeringMachine LearningNeural Networks (Machine Learning)Bottom GateRecurrent Neural Network +17