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Neuromorphic devices using nanoelectronics and nanoionics
Neuromorphic devices using nanoelectronics and nanoionics
✓ Low power consumption resistive switching and memristive materials
✓ Non-volatile memories using emerging materials and devices
✓ Artificial synapses using memristors & memtransistors
✓ Artificial neurons using diffusive & ionic memristors
Nano letters, 22, 14, 6010-6017, 2022 [cover] [link]
Materials Today, 52, 19–30, 2022 [Highlighted paper] [link]
J. Phys. Chem. Lett., 12(37), 8999–9010, 2021 [link]
iScience, 1, 101889, 2020 [front cover] [link]
Adv. Intell. Syst, 2(11), 2000105, 2020 [link]
AI accelerators using resistive switching devices & neuromorphic architectures
AI accelerators using resistive switching devices & neuromorphic architectures
✓ Brain-inspired computing architectures using artificial synapses
✓ Flexible memristive arrays for non-volatile memory
✓ AI accelerators to efficiently implement deep learning using memristive crossbar array
Nature Nanotechnology, 20, 83–92, 2025 [link]
ACS Nano, 18, 41, 28131–28141, 2024 [link]
Adv. Funct. Mater., 221135, 2022 [link]
Multimodal sensory systems using neuromorphic sensors
Multimodal sensory systems using neuromorphic sensors
✓ Gas-sensing materials and electronic noses for neuromorphic olfactory systems
✓ Optoelectronic materials and artificial retina for neuromorphic vision systems
✓ Taste sensing electronic tongues for neuromorphic taste systems
✓ Artificial nociceptors for electronic skin and neuro-robotics
Adv. Mater., 2307334, 2023 [link]
Small Methods, 2300933, 2023 [link]
InfoMat, e12427, 2023 [link]
Nano-Micro Letters, 16, 261, 2024 [link]
Nano Today, 61, 102633, 2025 [link]
Nano Letters, 25, 7, 2894–2902, 2025 [link]
3D-integrated hardware for sensor fusion and neuromorphic computing
3D-integrated hardware for sensor fusion and neuromorphic computing
✓ Near-sensor & in-sensor computing using neuromorphic sensors
✓ Sensor fusion computing with multimodal sensory systems
✓ Dynamic memristors for reservoir computing and hardware security
✓ Monolithic 3D integration to low-power and ultra-fast computing
npj 2D Materials and Applications, 8, 70, 2024 [link]
Chemical Reviews, 125, 2, 745–785, 2025 [link]
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