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Advanced Neuromorphic Applications Enabled by Synaptic Ion‐Gating Vertical Transistors
Bioinspired synaptic devices have shown great potential in artificial intelligence and
neuromorphic electronics. Low energy consumption, multi‐modal sensing and recording …
neuromorphic electronics. Low energy consumption, multi‐modal sensing and recording …
Evolutionary spiking neural networks: a survey
S Shen, R Zhang, C Wang, R Huang… - Journal of Membrane …, 2024 - Springer
Spiking neural networks (SNNs) are gaining increasing attention as potential
computationally efficient alternatives to traditional artificial neural networks (ANNs) …
computationally efficient alternatives to traditional artificial neural networks (ANNs) …
A surrogate gradient spiking baseline for speech command recognition
Artificial neural networks (ANNs) are the basis of recent advances in artificial intelligence
(AI); they typically use real valued neuron responses. By contrast, biological neurons are …
(AI); they typically use real valued neuron responses. By contrast, biological neurons are …
Fast and energy-efficient neuromorphic deep learning with first-spike times
For a biological agent operating under environmental pressure, energy consumption and
reaction times are of critical importance. Similarly, engineered systems are optimized for …
reaction times are of critical importance. Similarly, engineered systems are optimized for …
Differentiable hierarchical and surrogate gradient search for spiking neural networks
Spiking neural network (SNN) has been viewed as a potential candidate for the next
generation of artificial intelligence with appealing characteristics such as sparse …
generation of artificial intelligence with appealing characteristics such as sparse …
Neuromorphic hardware in the loop: Training a deep spiking network on the brainscales wafer-scale system
Emulating spiking neural networks on analog neuromorphic hardware offers several
advantages over simulating them on conventional computers, particularly in terms of speed …
advantages over simulating them on conventional computers, particularly in terms of speed …
A biopolymer-gated ionotronic junctionless oxide transistor array for spatiotemporal pain-perception emulation in nociceptor network
Y Li, K Yin, Y Diao, M Fang, J Yang, J Zhang, H Cao… - Nanoscale, 2022 - pubs.rsc.org
Capable of reflecting the location and intensity of external harmful stimuli, a nociceptor
network is of great importance for receiving pain-perception information. However, the …
network is of great importance for receiving pain-perception information. However, the …
Vertical 0.6 V sub-10 nm oxide-homojunction transistor gated by a silk fibroin/sodium alginate crosslinking hydrogel for pain-sensitization enhancement emulation
J Su, Y Li, D **e, J Jiang - Materials Horizons, 2023 - pubs.rsc.org
The sensory nervous system of humans mainly depends on continuous training and memory
to improve the pain-perceptional abilities for the complex noxious information in the real …
to improve the pain-perceptional abilities for the complex noxious information in the real …
Maskless Femtosecond‐Laser‐Processed Ionotronic Double‐Gate Transistor Array for Pattern Adaptation Emulation
Y Zhang, J Pei, Z Huang, L Jiang… - Advanced Functional …, 2024 - Wiley Online Library
Sensory adaptation is a very important function of the biological nervous system to maintain
survival. It helps us to better perceive, understand, and adapt to the environment. Therefore …
survival. It helps us to better perceive, understand, and adapt to the environment. Therefore …
Discrete time convolution for fast event-based stereo
Inspired by biological retina, dynamical vision sensor transmits events of instantaneous
changes of pixel intensity, giving it a series of advantages over traditional frame-based …
changes of pixel intensity, giving it a series of advantages over traditional frame-based …