Neural networks are often criticized as being a "black box" technology. With NeuroSolutions’ extensive and versatile set of probing tools, this is no longer the case. Probes provide real-time access to all internal network parameters and data, such as:
Inputs/Outputs
Errors
Gradients
Weights
Hidden States
Sensitivities
Correlation
Classification Results
Probing is an important step in the neural network design process, therefore we have made it an integral part of NeuroSolutions. Once a probe is attached to a data access point, you can view the numerical values, visualize the data graphically or stream the data to a file on your hard drive. A neural network is no longer a black box!