AI KNN (K Nearest Neighbour) Algorithm ASIC

The design is silicon proven on TSMC 40LP.
The design is implemented in a QFN 88 pin package utilizing full logic gates and SRAM memory.
The design does not require any software or programming code as the KNN algorithm is implemented in the ASIC logic gates thus allowing for a very fast KNN learning and classification.
Actual silicon testing shows that the design can quickly learn from 1024 samples of data with each data having a maximum of 1024 attributes allowing for 1Mbyte of learning data in merely 1.4ms, when running with 100 MHz clock.
For KNN applications that require smaller sample size or smaller attributes per sample, the AI KNN IP allows for specifying of sample size and attribute size thus allowing for faster learning and faster classification for smaller sample size systems
The AI ASIC IP is compact and can easily be integrated in any SOC design. It can be accessed through two interfaces, a high speed parallel bus or the SPI interface

AI KNN Shield, codename “Cerdik Shield”

The Cerdik Shield is built with our proprietary AI KNN chip. The Cerdik Shield comes with both SPI and USB2 connections. As a result, it can be connected to other boards like Raspberry Pi, Arduino, Jetson Nano and etc. The system can be easily used for developing applications or projects.

The IP can be easily optimized into FPGA. Data below shows the test with 1 MBytes of learning data : 1024 samples of 1024 attributes per sample.

Search:

FPGA	FPGA Series	Frequency Prior to Place and Route	Utilization Prior to Place and Route
Cyclone 5	5CGXFC9E6F31C	26 MHz	23% ALM utilization, 68% memory utilization after place and route
Cyclone 10	GX10CX220YU484E5G	48 MHz	31% logic elements utilization, 71% memory utilization
Arria 5	5AGXBB1D4F34E2LG	35 MHz	22% logic elements utilization, 55% memory utilization
Arria 10	10AS066H2F34E2LG	40 MHz	9.9% logic elements utilization, 20% memory utilization
Stratix 4	EP4SE820F43I	27 MHz	4% logic elements utilization, 36% memory utilization
Stratix 5	5SGSMD5H3F35C	39 MHz	15% logic elements utilization, 22% memory utilization
Stratix 10	1SX280LN3F43E1VG	58 MHz	3% logic elements utilization, 4% memory utilization

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AI KNN Shield, codename “Cerdik Shield”

The Cerdik Shield is built with our proprietary AI KNN chip. The Cerdik Shield comes with both SPI and USB2 connections. As a result, it can be connected to other boards like Raspberry Pi, Arduino, Jetson Nano and etc. The system can be easily used for developing applications or projects.

Applications

Facial Recognition Scanners

Home security system, airline boarding system, surveillance camera system, registration system and etc

Healthcare Systems

Medical risk prediction like breast cancer identification, heart attack risk identification.
and food allergens identification

Recommender Systems

Credit card rating and bank loan approval system

Agricultural

Precision farming: Plants identification, soil monitoring, yield monitoring

Singapore Office

Emerald Design Pte Ltd
60, Kaki Bukit Place,
#07-11, Eunos TechPark
Singapore 415979
Tel: (65) 6747 4495
Fax: (65) 6747 5429

Penang Office

Emerald Systems Sdn Bhd
737-1-10,
Kompleks Sri Sg. Nibong,
Jln. Sultan Azlan Shah,
11900 Penang, Malaysia.
Tel: (60)4 6461113
Fax: (60)4 6448181

Australia / New Zealand Office

Integrated EDA Pty Ltd
Level 1, 88-96 Bunda St
Canberra City 2601 ACT
Tel: 0403 404 501
Email: Sara@IntegratedEDA.com

Thailand Office

Emerald Systems Sdn Bhd
1068/126, Preuksa Ville 7,
Rangsit Klong 2, Rangsit - Nakornnayok Rd,
Prachatipute, Thanyaburi,
Pathumthani, Thailand, 12130.
Tel: (66) 2959 0606
Fax: (66) 2959 0607

Products

AI KNN (K Nearest Neighbour) Algorithm ASIC

It is...

Low cost

Low power consumption

High-performance design

AI KNN Shield, codename “Cerdik Shield”

AI KNN Shield, codename “Cerdik Shield”

Applications

Facial Recognition Scanners

Healthcare Systems

Recommender Systems

Agricultural

Singapore Office

Penang Office

Australia / New Zealand Office

Thailand Office