Distributed In-Memory Computing on Binary Memristor-Crossbar for Machine Learning

• Main Authors: Yu, Hao, Ni, Leibin, Huang, Hantao
• Other Authors: Vaidyanathan, Sundarapandian
• Format: Book
• Language: English
• Published: Springer 2017
• Subjects: Memristor-crossbar; Machine learning
• Online Access: https://hdl.handle.net/10356/86062; http://hdl.handle.net/10220/43929
• Institution: Nanyang Technological University

The recent emerging memristor can provide non-volatile memory storage but also intrinsic computing for matrix-vector multiplication, which is ideal for low-power and high-throughput data analytics accelerator performed in memory. However, the existing memristor-crossbar based computing is mainly ass...