Neuromorphic Devices for Brain-inspired Computing

TWO-TERMINAL NEUROMORPHIC MEMRISTORS
Memristive Devices
Resistive switching mechanisms
Memristive Bioinspired Devices
Memristive Neural Networks
Summary and Outlook

SPINTRONIC NEUROMORPHIC DEVICES
Spintronic Synapses
Spintronic Neurons
Implementation of Spintronic Neuromorphic Computing Systems
Summary and Outlook

MULTI-TERMINAL NEUROMORPHIC DEVICES WITH COGNITIVE BEHAVIORS
Introduction
Multi-Terminal Neuromorphic Memristors
Multi-Terminal Neuromorphic Transistors
Neuromorphic Transistors for Perception Learning Activities
Conclusion and Outlook

NEUROMORPHIC DEVICES BASED ON CHALCOGENIDE MATERIALS
Chalcogenide Materials
Nonvolatile Phase Change Memory Switching Mechanisms
Volatile Threshold Switching Mechanisms
Implementation of Artificial Synapses based on MS Effects
Implementation of Artificial Neurons based on TS Effects
Hardware Neural Networks
Summary and Outlook

NEUROMORPHIC DEVICES BASED ON ORGANIC MATERIALS
Two-Terminal Organic Neuromorphic Devices
Three-Terminal Organic Neuromorphic Devices
Innovative Applications of Organic Neuromorphic Devices for Artificial Sensory Systems
Summary and Outlook

NEUROMORPHIC COMPUTING SYSTEMS WITH EMERGING DEVICES
Introduction
Neuromorphic Devices
DNN based on Synaptic Devices
SNN based on Neuromorphic Devices
Other Systems based on Neuromorphic Devices
Summary and Outlook

NEUROMORPHIC PERCEPTUAL SYSTEMS WITH EMERGING DEVICES
Background
Sensation and Perception
Implementation of Artificial Perception
Summary and Outlook