HFNet : a CNN architecture co-designed for neuromorphic hardware with a crossbar array of synapses

• Main Authors: Gopalakrishnan, Roshan, Chua, Yansong, Sun, Pengfei, Kumar, Ashish Jith Sreejith, Basu, Arindam
• Other Authors: School of Electrical and Electronic Engineering
• Format: Article
• Language: English
• Published: 2021
• Subjects: Engineering::Electrical and electronic engineering; Neuromorphic Computing; Neuromorphic Chip
• Online Access: https://hdl.handle.net/10356/145794
• Institution: Nanyang Technological University

The hardware-software co-optimization of neural network architectures is a field of research that emerged with the advent of commercial neuromorphic chips, such as the IBM TrueNorth and Intel Loihi. Development of simulation and automated mapping software tools in tandem with the design of neuromorp...