A Dynamic Adaptive Activation NeuronâTransistor for Dynamic Sparse Neural Networks in Advanced Driving Assistance System
Sign Up to like & getrecommendations! Published in 2025 at "Advanced Functional Materials"
DOI: 10.1002/adfm.202517785
Abstract: Neuromorphic computing provides a promising solution to the von Neumann bottleneck and has received a lot of research attention. However, due to the limitation of static threshold activation of traditional neuromorphic devices, it is difficult… read more here.
Keywords: neuron transistor; adaptive activation; activation; activation neuron ... See more keywords
Energy-efficient Mott activation neuron for full-hardware implementation of neural networks
Sign Up to like & getrecommendations! Published in 2021 at "Nature Nanotechnology"
DOI: 10.1038/s41565-021-00874-8
Abstract: To circumvent the von Neumann bottleneck, substantial progress has been made towards in-memory computing with synaptic devices. However, compact nanodevices implementing non-linear activation functions are required for efficient full-hardware implementation of deep neural networks. Here,… read more here.
Keywords: neural networks; energy; activation neuron; activation ... See more keywords