no code implementations • 6 Nov 2023 • Majid Hosseini, Morteza Bodaghi, Ravi Teja Bhupatiraju, Anthony Maida, Raju Gottumukkala
This paper proposes a multi-modal learning approach for stress detection that integrates facial landmarks and biometric signals.
no code implementations • 7 May 2020 • Matin Hosseini, Anthony Maida
Predictive coding models intended to describe computations in the neocortex emerged prior to the development of deep learning and used a communication structure between modules that we name the Rao-Ballard protocol.
2 code implementations • 13 Dec 2017 • Chase Gaudet, Anthony Maida
The field of deep learning has seen significant advancement in recent years.
no code implementations • 20 Jun 2017 • Amirhossein Tavanaei, Timothee Masquelier, Anthony Maida
Although representation learning methods developed within the framework of traditional neural networks are relatively mature, developing a spiking representation model remains a challenging problem.
no code implementations • 10 Jun 2017 • Amirhossein Tavanaei, Anthony Maida
This paper develops a bio-inspired SNN that uses unsupervised learning to extract discriminative features from speech signals, which can subsequently be used in a classifier.