神经形态工程学
计算机科学
人工神经元
神经元
人工神经网络
人工智能
特征(语言学)
尖峰神经网络
感知
模式识别(心理学)
神经科学
语言学
哲学
生物
作者
Joon‐Kyu Han,Seong‐Yun Yun,Ji‐Man Yu,Seung‐Bae Jeon,Yang‐Kyu Choi
标识
DOI:10.1021/acsami.2c19208
摘要
An artificial multisensory device applicable to in-sensor computing is demonstrated with a single-transistor neuron (1T-neuron) for multimodal perception. It simultaneously receives two sensing signals from visual and thermal stimuli. The 1T-neuron transforms these signals into electrical signals in the form of spiking and then fires them for a spiking neural network at the same time. This feature makes it feasible to realize input neurons for multimodal sensing. Visual and thermal sensing is achieved due to the inherent optical and thermal behaviors of the 1T-neuron. To demonstrate a neuromorphic multimodal sensing system with the artificial multisensory 1T-neuron, fingerprint recognition, widely used for biometric security, is implemented. Owing to the simultaneous sensing of heat as well as light, the proposed fingerprint recognition system composed of multisensory 1T-neurons not only identifies a genuine pattern but also judges whether or not it is forged.
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