Memristor‐Based Neuromorphic Chips
Sign Up to like & getrecommendations! Published in 2024 at "Advanced Materials"
DOI: 10.1002/adma.202310704
Abstract: In the era of information, characterized by an exponential growth in data volume and an escalating level of data abstraction, there has been a substantial focus on brain‐like chips, which are known for their robust… read more here.
Keywords: memristor; memristor based; based neuromorphic; neuromorphic chips ... See more keywords
Noise-Induced Homeostasis in Memristor-Based Neuromorphic Systems
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Electron Device Letters"
DOI: 10.1109/led.2024.3416704
Abstract: In this work, it is experimentally demonstrated that noise can be used to emulate the biological homeostatic neuron property in memristor-based neuromorphic systems. The addition of an external noise to the bias allows regulating the… read more here.
Keywords: memristor; memristor based; noise induced; based neuromorphic ... See more keywords
LSM-Based Hotspot Prediction and Hotspot-Aware Routing in NoC-Based Neuromorphic Processor
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Transactions on Very Large Scale Integration (VLSI) Systems"
DOI: 10.1109/tvlsi.2024.3370850
Abstract: The traffic patterns of spiking neural networks (SNNs) exhibit high variability and stochastic, leading to the emergence of elevated traffic hotspots on the network-on-chip (NoC)-based neuromorphic processors. Predicting the occurrence of hotspots remains one of… read more here.
Keywords: based neuromorphic; noc; hotspot aware; hotspot ... See more keywords
A Spike-Based Neuromorphic Architecture of Stereo Vision
Sign Up to like & getrecommendations! Published in 2020 at "Frontiers in Neurorobotics"
DOI: 10.3389/fnbot.2020.568283
Abstract: The problem of finding stereo correspondences in binocular vision is solved effortlessly in nature and yet it is still a critical bottleneck for artificial machine vision systems. As temporal information is a crucial feature in… read more here.
Keywords: event based; stereo vision; vision; spike based ... See more keywords