NeuroHash: A Hyperdimensional Neuro-Symbolic Framework for Spatially-Aware Image Hashing and Retrieval

no code implementations • 17 Apr 2024 • Sanggeon Yun, Ryozo Masukawa, Sungheon Jeong, Mohsen Imani

Customizable image retrieval from large datasets remains a critical challenge, particularly when preserving spatial relationships within images.

Image Retrieval Retrieval

HyperSense: Hyperdimensional Intelligent Sensing for Energy-Efficient Sparse Data Processing

no code implementations • 4 Jan 2024 • Sanggeon Yun, Hanning Chen, Ryozo Masukawa, Hamza Errahmouni Barkam, Andrew Ding, Wenjun Huang, Arghavan Rezvani, Shaahin Angizi, Mohsen Imani

Introducing HyperSense, our co-designed hardware and software system efficiently controls Analog-to-Digital Converter (ADC) modules' data generation rate based on object presence predictions in sensor data.

object-detection Object Detection