23 citations · 23 across the 4 of their papers we have counts for
4 papers
Towards Efficient Deployment of Hybrid SNNs on Neuromorphic and Edge AI Hardware
James Seekings, Peyton Chandarana, Mahsa Ardakani +2
This paper explores the synergistic potential of neuromorphic and edge computing to create a versatile machine learning (ML) system tailored for processing data captured by dynamic…
Realtime Facial Expression Recognition: Neuromorphic Hardware vs. Edge AI Accelerators
Heath Smith, James Seekings, Mohammadreza Mohammadi +1
The paper focuses on real-time facial expression recognition (FER) systems as an important component in various real-world applications such as social robotics. We investigate two…
Energy-Efficient Deployment of Machine Learning Workloads on Neuromorphic Hardware
Peyton Chandarana, Mohammadreza Mohammadi, James Seekings +1
As the technology industry is moving towards implementing tasks such as natural language processing, path planning, image classification, and more on smaller edge computing devices…
Static Hand Gesture Recognition for American Sign Language using Neuromorphic Hardware
MohammadReza Mohammadi, Peyton Chandarana, James Seekings +2
In this paper, we develop four spiking neural network (SNN) models for two static American Sign Language (ASL) hand gesture classification tasks, i.e., the ASL Alphabet and ASL Dig…