APRIS: Approximate Processing ReRAM In-Sensor Architecture Enabling Artificial-Intelligence-Powered Edge
Artificial-intelligence-powered edge devices are inspiring interest in always-on, intelligent,
and self-powered visual perception systems. Due to the high energy cost of converting raw …
and self-powered visual perception systems. Due to the high energy cost of converting raw …
OISA: Architecting an Optical In-Sensor Accelerator for Efficient Visual Computing
Targeting vision applications at the edge, in this work, we systematically explore and
propose a high-performance and energy-efficient Optical In-Sensor Accelerator architecture …
propose a high-performance and energy-efficient Optical In-Sensor Accelerator architecture …
ViTSen: Bridging Vision Transformers and Edge Computing With Advanced In/Near-Sensor Processing
This letter introduces ViTSen, optimizing vision transformers (ViTs) for resource-constrained
edge devices. It features an in-sensor image compression technique to reduce data …
edge devices. It features an in-sensor image compression technique to reduce data …
ResSen: Imager Privacy Enhancement Through Residue Arithmetic Processing in Sensors
The increasing use of image sensors across various domains poses notable privacy
challenges. In response, this paper introduces a novel architecture, namely ResSen, to …
challenges. In response, this paper introduces a novel architecture, namely ResSen, to …
Energy-Efficient Near-Sensor Event Detector Based on Multilevel Ga2O3 RRAM
In this paper, a cost-effective Near-Sensor Processing (NSP) platform is developed based
on an experimentally-measured TiTiN/Ga_2O_3/Ti/Pt Resistive Random Access Memory …
on an experimentally-measured TiTiN/Ga_2O_3/Ti/Pt Resistive Random Access Memory …
PINSim: A Processing In-and Near-Sensor Simulator to Model Intelligent Vision Sensors
S Tabrizchi, M Morsali, D Pan… - IEEE Computer …, 2024 - ieeexplore.ieee.org
This letter introduces PINSim, a user-friendly and flexible framework for simulating emerging
smart vision sensors in the early design stages. PINSim enables the realization of integrated …
smart vision sensors in the early design stages. PINSim enables the realization of integrated …
Magnetic-Based Integrated Sensing and In/Near-Sensor Processing: A Comprehensive Survey and Future Outlook
In recent years, spintronic devices and non-Von Neuman architectures have emerged as
two promising approaches to overcome the power, performance, and efficiency limitations of …
two promising approaches to overcome the power, performance, and efficiency limitations of …