2022
DOI: 10.1007/s11433-022-1906-y
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Progress and challenges in blocked impurity band infrared detectors for space-based astronomy

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Cited by 7 publications
(4 citation statements)
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“…[35][36][37] Figure 5a shows the schematic of an artificial visual system, in which images with random noise are input into the denoising array (composed of 28 × 28 bR/ZnO synaptic devices) and the output is denoised images. After that, denoised images are input into a three-layer neural network composed of an input layer (784), hidden layer (128), and output layer (10) to complete the training and recognition of the images. The noisy images with 28 × 28 pixels are taken from the MNIST database that contains 60 000 handwritten digital images as a training set and 10 000 images as a test set.…”
Section: Resultsmentioning
confidence: 99%
See 1 more Smart Citation
“…[35][36][37] Figure 5a shows the schematic of an artificial visual system, in which images with random noise are input into the denoising array (composed of 28 × 28 bR/ZnO synaptic devices) and the output is denoised images. After that, denoised images are input into a three-layer neural network composed of an input layer (784), hidden layer (128), and output layer (10) to complete the training and recognition of the images. The noisy images with 28 × 28 pixels are taken from the MNIST database that contains 60 000 handwritten digital images as a training set and 10 000 images as a test set.…”
Section: Resultsmentioning
confidence: 99%
“…The biological neural network connected by massive synapses enables effective information transfer, exchange, and processing functions in the human brain, which has promoted the development of biomimetic electronic and optoelectronic devices. [5][6][7][8][9][10] Photosynapses are proposed and demonstrated to carry out light detection and synaptic function simultaneously by imitating the operation mode of the human retina. [11][12][13][14][15] Artificial photosynaptic devices based on various organic semiconductors, transition metal dichalcogenides, and transition-metal oxides have been greatly reported to show low-power consumption and high scalability.…”
mentioning
confidence: 99%
“…They all have superior IR photoelectric conversion abilities through which one can obtain high-enough quantum efficiency and response. However, because dark current and assisted noise are very sensitive to temperature, most IR photodetectors must operate at a low temperature to improve their signal to noise ratios [ 4 ]. This is understandable, for the energy of circumstance temperature is comparable to a narrow band gap, inducing abundant free carriers and high generation–recombination rates.…”
Section: Introductionmentioning
confidence: 99%
“…The blocked-impurity-band (BIB) detector is a new type of THz detector, which uses low-frequency breakthrough technology from infrared to achieve THz detection. With its high sensitivity, large array scale, and wide detection spectrum advantages (Iglesias et al, 2008;Woods et al, 2011), the BIB detector stands out among the THz detectors and has been widely used in space target detection (Reynolds et al, 1989;Werner, 2005), atmospheric monitoring (Hogue et al, 2008), astronomical observation (Hanaoka et al, 2016;Xiao et al, 2022) and other fields (Kaplan et al, 2021;Meng et al, 2022).…”
Section: Introductionmentioning
confidence: 99%