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Our Core Technology -
Magnetic Neurons Network

Our bio-inspired Magnetic Spiking Neurons  (HW and SW versions) perform a raw signal analysis inspired

by human hearing.

logo with half human brain merging into Golana's magnetic neural-network

Like a soap bubble, the magnetic bubble is charged and triggered by each impulse (raw signal), just like biological neurons.  

 

Sensitive to the temporal encoding of the information,  our neurons detect timing of complex events, not just the frequency components.

Gif illustrating the magnetig spicking neuron

How our Magnetic Spiking Neurons work ?

scheme of an analog raw signal

Our Proprietary Neuron Network Features

magnetic neural-network

We have developed Proprietary ML algorithms, in tandem with our Magnetic Neural Network.

 

This technology delivers deep-learning accuracy while using 10x less training data and compute and requiring zero sensor/machine specific fine-tuning.

Like human hearing, our technology is versatile allowing a scalability on every type of equipment across an entire industrial plant

Real-Time Analysis

We monitor the physical signals in real-time and represent anomaly status using an intuitive color-code, which creates unique  “fingerprints” of the anomalies.

industrial plastic injection machine
logo of an analog raw signal displayed on a computer screen
Golana's dashboard installed on industial plastic injection press, with an anomaly detected

In-depth Analysis

of the anomaly

Anomalous vibration in the frame of the machine
High-speed during opening of the mold

Our device senses every vibration, power draw and acoustic pulse in real time, converting those signals into a vivid colour-coded heat-map within milliseconds.

Each tile acts as a living fingerprint of healthy operation, so even the slightest drift stands out.

When patterns shift, the AI pinpoints the root cause and delivers clear, actionable alerts, letting your team stopping faults before they become scrap or downtime.

Long-Term & Retrospective Analysis 

Since we save all the raw data, we can use the color-code to visualize and identify recurrent problems over long periods of time. Our signal analysis toolbox allows to identify the physical cause of each anomaly.

An Intuitive Dashboard

The Advantages of our approach 
Generic and Explanable

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