Physical Realisation TRIZ Cases
- AI Model Deployment Simulation for Runtime Compatibility
A simulation system combines AI model formats with runtimes to generate data flow results for optimal deployment selection.
- Neuromorphic Memory Device Weight Error Compensation
A memory device recalculates mean and variance values of neuron data to correct weight storage errors in neural network hardware.
- Federated Learning Encoder for Heterogeneous Data Interoperability
Neural network encoder maps heterogeneous datasets into a common latent feature space for distributed training.
- OAM Packet-Based Node State Synchronization in Distributed Deep Learning
Distributed deep learning systems use OAM packets to synchronize node states, reducing communication overhead and accelerating cooperative processing.
- Reservoir Computing Processor for Time-Series Data
A calculating device updates variables using specific functions to enable efficient time evolution calculations.
- Optical Matrix Multiplication Unit Amplitude Modulation
Amplitude modulation in directional couplers boosts bandwidth and energy efficiency, overcoming phase-based limitations in optoelectronic systems.