Search Results for author: Anthony Maida

Found 5 papers, 1 papers with code

Multimodal Stress Detection Using Facial Landmarks and Biometric Signals

no code implementations6 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.

Facial Emotion Recognition

Hierarchical Predictive Coding Models in a Deep-Learning Framework

no code implementations7 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.

Deep Quaternion Networks

2 code implementations13 Dec 2017 Chase Gaudet, Anthony Maida

The field of deep learning has seen significant advancement in recent years.

Road Segmentation Segmentation

Representation Learning using Event-based STDP

no code implementations20 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.

Quantization Representation Learning

Bio-Inspired Multi-Layer Spiking Neural Network Extracts Discriminative Features from Speech Signals

no code implementations10 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.

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