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Tinyml

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Tinyml

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Papers tagged with "Tinyml"

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Vol 12, Issue 9 (September 2026) ELECTRONICS ENGINEERING

AI-Driven Edge-Based Smart Parking System With NFC Authentication For Parking Slot Recommendation And Access Time Prediction

Efficient Parking Management Requires Intelligent, Real-time Decision-making To Minimize Search Time And Improve Space Utilization. This Paper Presents An AI-driven, Edge-based Smart Parking System Built Around A Comparative Evaluation Of R...

Edge Impulse ESP32 NFC Authentication Smart Parking TinyML
NITHYA M, Dr. P. Sivasankar, Dr. G. Kulanthaivel
Vol 12, Issue 9 (September 2026) Electronics And Communication Engineering

Design And Physical Implementation Of An INT8 Output-Stationary Systolic Array CNN Accelerator For TinyML Inference Using Open-Source SKY130 PDK And OpenLane EDA Flow

This Paper Presents The Design And Complete Physical Implementation Of A 4×4 INT8 Output-stationary Systolic Array Accelerator For TinyML Convolutional Neural Network (CNN) Inference, Targeting Edge Vision Applications Such As Image Classif...

CNN Accelerator; Edge AI; INT8 Quantization; OpenLane; Output-stationary Dataflow; SKY130 PDK; Systolic Array; TinyML; VLSI Implementation
JUSTUS A, Dr. P. Sivasankar, Dr. G. Kulanthaivel

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