About Kaspersky Neuromorphic Platform
The Kaspersky Neuromorphic Platform ("KNP" or "platform") is a software platform for developing, training and executing spiking neural networks on a variety of computers.
You can use Kaspersky Neuromorphic Platform to do the following:
- Create spiking neural networks (Spiking Neural Network, SNN) and train these on various types of input data, such as telemetry, events, images, 3D data, sound, and tactile data.
- Convert artificial neural networks (ANNs) into spiking neural networks and train them.
- Optimize the structure of the loaded neural networks.
- Conduct applied research in the field of input data classification and other application fields of neural networks.
- Develop new neural network topologies, for example, impulse analogs of convolutional neural networks that involve convolution in space and time.
- Develop new models of synaptic plasticity.
- Implement new neuron models.
- Implement application solutions based on neuromorphic spiking neural networks in the field of robotic manipulators, Internet of Things, unmanned systems, human-machine interaction, wearable devices, and optimization planning.
- Implement application solutions on devices with low power consumption or using neuromorphic processors.
To solve the above tasks, you can use the C++ and Python® languages. The platform supports CPUs as well as the AltAI-1 neuromorphic processing unit designed for power-efficient execution of neural networks on various classes of smart devices.