book

Neuromorphic Devices for Brain-inspired Computing

May 2022

Intermediate to advanced

256 pages

8h 43m

English

Read now

Unlock full access

1.1 Memristive Devices1.2 Resistive Switching Mechanisms1.3 Memristive Bioinspired Devices1.4 Memristive Neural Networks1.5 Summary and OutlookReferences
2.1 Introduction2.2 Magnetic Tunnel Junction for Neuromorphic Computing2.3 Skyrmion-Based Neuromorphic Computing2.4 Spin Torque Oscillators for Neuromorphic Computing2.5 Conclusion and OutlookReferences
3.1 Introduction3.2 Multiterminal Neuromorphic Memristors3.3 Multiterminal Neuromorphic Transistors3.4 Neuromorphic Transistors for Perception Learning Activities3.5 Conclusion and OutlookAcknowledgmentsReferences
4.1 Introduction4.2 Ovonic Memory Switching (OMS) and Threshold Switching (OTS) in Chalcogenide Materials4.3 Artificial Synapses Based on MS Behaviors4.4 Artificial Neurons Based on TS Effects4.5 Hardware Neural Networks4.6 Summary and OutlookReferences
5.1 Introduction5.2 Two-Terminal Organic Neuromorphic Devices5.3 Three-Terminal Organic Neuromorphic Devices5.4 Innovative Applications of Organic Neuromorphic Devices for Bionic Perception Systems5.5 Summary and OutlookReferences
6.1 Introduction6.2 DNNs Based on Synaptic Devices6.3 SNNs Based on Neuromorphic Devices6.4 Other Neuromorphic Systems6.5 Summary and OutlookReferences

7.1 Background7.2 Sensation and Perception7.3 Implementation of Artificial Perception7.4 Challenges and PerspectivesReferences

WILEY END USER LICENSE AGREEMENT

Go to www.wiley.com/go/eula to access Wiley’s ebook EULA.

Shih-Chii Liu, Tobi Delbruck, Giacomo Indiveri, Adrian Whatley, Rodney Douglas

Christos Volos, Viet-Thanh Pham

Alain Cappy

Hassi Norlen

ISBN: 9783527349791Purchase Link