Amirhossein Tavanaei

A Novel Data-Driven Model for Real-Time Influenza Forecasting

Amirhossein Tavanaei, Raju Gottumukkala, Vijay V. Raghavan et al. · IEEE Access · 2018 · 124 citations · Full text

Forecasting Methodology, Engineering, Machine Learning +16

Multi-layer unsupervised learning in a spiking convolutional neural network

Amirhossein Tavanaei, Anthony S. Maida · 2017 · 69 citations

Multi-layer Unsupervised Learning, Convolutional Neural Network, Engineering +14

A spiking network that learns to extract spike signatures from speech signals

Amirhossein Tavanaei, Anthony S. Maida · Neurocomputing · 2017 · 59 citations · Full text

Engineering, Computational Neuroscience, Neurolinguistics +14

Bio-Inspired Spiking Convolutional Neural Network using Layer-wise Sparse Coding and STDP Learning

Amirhossein Tavanaei, Anthony S. Maida · arXiv (Cornell University) · 2016 · 59 citations · Full text

Convolutional Neural Network, Engineering, Stdp Learning +16

Training Spiking ConvNets by STDP and Gradient Descent

Amirhossein Tavanaei, Zachary Kirby, Anthony S. Maida · 2018 · 48 citations

Gradient Descent, Engineering, Computational Neuroscience +13