Search Results for author: Andreea Danielescu

Found 6 papers, 0 papers with code

Encoding Event-Based Gesture Data With a Hybrid SNN Guided Variational Auto-encoder

no code implementations29 Sep 2021 Kenneth Michael Stewart, Andreea Danielescu, Timothy Shea, Emre Neftci

Our novel approach consists of an event-based guided Variational Autoencoder (VAE) which encodes event-based data sensed by a Dynamic Vision Sensor (DVS) into a latent space representation suitable to compute the similarity of mid-air gesture data.

Gesture Recognition Self-Supervised Learning

OnTarget: An Electronic Archery Scoring

no code implementations4 Apr 2021 Andreea Danielescu

There are several challenges in creating an electronic archery scoring system using computer vision techniques.

Encoding Event-Based Data With a Hybrid SNN Guided Variational Auto-encoder in Neuromorphic Hardware

no code implementations31 Mar 2021 Kenneth Stewart, Andreea Danielescu, Timothy Shea, Emre Neftci

We also implement the encoder component of the model on neuromorphic hardware and discuss the potential for our algorithm to enable real-time learning from real-world event data.

Gesture Recognition

End-to-End Auditory Object Recognition via Inception Nucleus

no code implementations25 May 2020 Mohammad K. Ebrahimpour, Timothy Shea, Andreea Danielescu, David C. Noelle, Christopher T. Kello

Machine learning approaches to auditory object recognition are traditionally based on engineered features such as those derived from the spectrum or cepstrum.

Classification General Classification +1

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