Temporal Event-Based Neural Networks
Temporal Event-Based Neural Networks – A New Approach To 3D And Time Series Data
As we step into a new era of Al-assisted human intelligence, we are confronted with several technological obstacles, particularly in the areas of:
These challenges must be surmounted to achieve further advancements in this field.
This brings us to the question:
What comes next for loT devices that are optimized for performance on the Edge?
And how will we integrate Al into our everyday devices?
For orders of magnitude less memory, TENNs can achieve excellent performance on tasks that use temporal and spatial information.
Currently, TENNs have already been demonstrated on spatial-temporal data such as:
TENNs process many types of data including one-dimensional time series from
…and many others.
What are the best uses of TENNs?
Akida’s high processing at ultra-low power consumption provides the perfect ground for TENN applications in loT devices leading to a new generation of Smart Hardware.
When applied to sensors that mimic the five human senses
TENNs can become an extension of our analytical decision-making abilities for real-time processing.
Akida’s high processing at ultra-low power consumption provides the perfect landscape for TENNs applications in AloT devices, leading to a new generation of smart hardware.