Multimodal Artificial Synapses for Neuromorphic Application [PDF]
ResearchThe rapid development of neuromorphic computing has led to widespread investigation of artificial synapses. These synapses can perform parallel in-memory computing functions while transmitting signals, enabling low-energy and fast artificial intelligence.
Runze Li +5 more
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Memristive Artificial Synapses for Neuromorphic Computing [PDF]
Nano-Micro Letters, 2021 Neuromorphic computing simulates the operation of biological brain function for information processing and can potentially solve the bottleneck of the von Neumann architecture.
Wen Huang +8 more
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Solution-Processed Perovskite Field-Effect Transistor Artificial Synapses. [PDF]
Adv Mater, 2021 AbstractMetal halide perovskites are distinctive semiconductors that exhibit both ionic and electronic transport and are promising for artificial synapses. However, developing a 3‐terminal transistor artificial synapse with the perovskite channel remains elusive due to the lack of a proper technique to regulate mobile ions in a non‐volatile manner ...
Jeong B, Gkoupidenis P, Asadi K.
europepmc +7 more sources
Light-Emitting Artificial Synapses for Neuromorphic Computing [PDF]
Research, 2022 As the key connecting points in the neuromorphic computing systems, synaptic devices have been investigated substantially in recent years. Developing optoelectronic synaptic devices with optical outputs is becoming attractive due to many benefits of ...
Chen Zhu +4 more
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Tunnel junction based memristors as artificial synapses [PDF]
Frontiers in Neuroscience, 2015 We prepared magnesia, tantalum oxide and barium titanate based junction structures and investigated their memristive properties. The low amplitudes of the resistance change in these types of junctions are the major obstacle for their use.
Andy eThomas, Elisabetta eChicca
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Dissecting neurotransmission with artificial synapses. [PDF]
J Gen Physiol, 2021 JGP study demonstrates how recordings from neuron–HEK cell cocultures provide a clearer picture of the factors involved in synaptic transmission.
Short B.
europepmc +4 more sources
Synaptic Plasticity in Memristive Artificial Synapses and Their Robustness Against Noisy Inputs [PDF]
Frontiers in Neuroscience, 2021 Emerging brain-inspired neuromorphic computing paradigms require devices that can emulate the complete functionality of biological synapses upon different neuronal activities in order to process big data flows in an efficient and cognitive manner while ...
Nan Du +17 more
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Triboelectric Nanogenerators as Active Tactile Stimulators for Multifunctional Sensing and Artificial Synapses [PDF]
Sensors, 2022 The wearable tactile sensors have attracted great attention in the fields of intelligent robots, healthcare monitors and human-machine interactions. To create active tactile sensors that can directly generate electrical signals in response to stimuli ...
Jianhua Zeng +7 more
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Polarity-tunable dye-sensitized optoelectronic artificial synapses for physical reservoir computing-based machine vision [PDF]
Scientific ReportsConventional machine vision systems process huge time-series data per second, presenting significant challenges for edge-device applications due to limitations in data transfer and storage.
Hiroaki Komatsu +2 more
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Engineering halogen-doped carbon dots for enhanced bioinspired synapses toward neuromorphic computing and neural interfaces [PDF]
Materials Today BioNeural interfaces demand memristor-based artificial synapses with comprehensive performance for neuromorphic computing and man-machine interaction. This study proposes a halogen doping engineering to enhance carbon dots (CDs)-based memristors performance
Haotian Hao +10 more
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