Neuromorphic Intelligence

Ultimate AI Solutions

Inspired by the working and cognitive mechanism of neurons, neuromorphic intelligence uses software and hardware co-design and computational modelling to achieve extreme power efficiency. Neuromorphic Technology can pave the way to smarter devices that augment human intelligence.

Insects can track, navigate, and avoid objects. They are capable of tasks such as inference, decision-making. In contrast, the human brain is far more complex and powerful.

As the basis of neuromorphic intelligence, neuromorphic chips imitate the functions of the brain, i.e., information processing, transmitting, and learning. With ultra-low power consumed, neuromorphic chips complete the tasks of sensing, learning, memorizing, decision-making, etc. making intelligence smarter.

Roadblocks lie ahead for AI

Hardware Bottlenecks

Transistors are projected to reach their limits. The Moore’s law is coming to an end.
In the face of tons of data, the Von Neumann architecture wastes cost and power on data transmission.
The computational power is limited at the edge. The scenarios that require high computational power rely on cloud computing, The process of transmitting data between cloud and the edge wastes enormous power and cost.

Algorithm Bottlenecks

Vast trove of data needs additional memory resources.
A large-scale system requires computing resources and power.
Applications of weak AI are restrained and are only available for limited tasks.