Ti₃C₂T_x MXene Enabled All-Optical Nonlinear Activation Function for On-Chip Photonic Deep Neural Networks

Keyphrases

• Deep Neural Network 100%
• All-optical 100%
• Optical Nonlinear 100%
• On-chip Photonic Devices 100%
• Ti3C2Tx MXene 100%
• Nonlinear Activation Function 100%
• Neural Network 66%
• Light-matter Interaction 33%
• Physical Structure 33%
• Low Power Consumption 33%
• Computational Speed 33%
• Hardware System 33%
• Reconfigurable 33%
• Integrated Photonics 33%
• Microelectronics 33%
• Function-based 33%
• MXene-based Composites 33%
• Silicon Waveguide 33%
• Overlayer 33%
• Classification Task 33%
• Saturable Absorber 33%
• Machine Learning Applications 33%
• Infrared Range 33%
• Machine Learning Tasks 33%
• National Institute of Standards 33%
• Indian Institute of Technology 33%
• Artificial Intelligence Systems 33%
• Handwritten Digit Recognition 33%
• Nonlinear Neuron 33%
• Electronic Implementation 33%
• Operating Wavelength 33%
• Nonlinear Transfer Function 33%
• 2D Ti3C2Tx MXene 33%
• MXene Flakes 33%
• Neuromorphic 33%
• Neural Network Hardware 33%
• Optical Neuron 33%
• Photonic Neural Networks 33%

Material Science

• MXene 100%
• Titanium Carbide 100%
• Thin Films 25%
• Silicon 25%
• Waveguide 25%