... and let's not forget:
EP3913534A1 SYSTEM AND METHOD FOR REAL-TIME RADAR-BASED ACTION RECOGNITION USING SPIKING NEURAL NETWORK(SNN)Applicants: TATA CONSULTANCY SERVICES LTD [IN]
Inventors: DEY SOUNAK [IN]; MUKHERJEE ARIJIT [IN]; BANERJEE DIGHANCHAL [IN]; RANI SMRITI [IN]; GEORGE ARUN [IN]; CHAKRAVARTY TAPAS [IN]; CHOWDHURY ARIJIT [IN]; PAL ARPAN [IN]
This disclosure relates generally to action recognition and more particularly to system and method for real-time radar-based action recognition. The classical machine learning techniques used for learning and inferring human actions from radar images are compute intensive, and require volumes of training data, making them unsuitable for deployment on network edge. The disclosed system utilizes neuromorphic computing and Spiking Neural Networks (SNN) to learn human actions from radar data captured by radar sensor(s). In an embodiment, the disclosed system includes a SNN model having a data pre-processing layer, Convolutional SNN layers and a Classifier layer. The preprocessing layer receives radar data including doppler frequencies reflected from the target and determines a binarized matrix. The CSNN layers extracts features (spatial and temporal) associated with the target's actions based on the binarized matrix. The classifier layer identifies a type of the action performed by the target based on the features
SO that's image based gesture recognition and radar based gesture recognition, both using CSNN.
- Forums
- ASX - By Stock
- BRN
- TATA SNN patent
TATA SNN patent, page-49
-
-
- There are more pages in this discussion • 47 more messages in this thread...
You’re viewing a single post only. To view the entire thread just sign in or Join Now (FREE)
Featured News
Add BRN (ASX) to my watchlist
(20min delay)
|
|||||
Last
30.0¢ |
Change
-0.010(3.23%) |
Mkt cap ! $588.7M |
Open | High | Low | Value | Volume |
31.0¢ | 32.0¢ | 29.0¢ | $5.010M | 16.55M |
Buyers (Bids)
No. | Vol. | Price($) |
---|---|---|
14 | 1154732 | 29.5¢ |
Sellers (Offers)
Price($) | Vol. | No. |
---|---|---|
30.0¢ | 331583 | 4 |
View Market Depth
No. | Vol. | Price($) |
---|---|---|
14 | 1154732 | 0.295 |
56 | 3015596 | 0.290 |
19 | 1951085 | 0.285 |
45 | 1177099 | 0.280 |
16 | 472706 | 0.275 |
Price($) | Vol. | No. |
---|---|---|
0.300 | 331583 | 4 |
0.305 | 425954 | 6 |
0.310 | 378450 | 13 |
0.315 | 750876 | 14 |
0.320 | 1771540 | 28 |
Last trade - 16.10pm 14/10/2024 (20 minute delay) ? |
Featured News
BRN (ASX) Chart |
The Watchlist
I88
INFINI RESOURCES LIMITED
Charles Armstrong, Managing Director & CEO
Charles Armstrong
Managing Director & CEO
SPONSORED BY The Market Online