Amirhossein Tavanaei

Publication Activity (10 Years)

Years Active: 2011-2020
Publications (10 Years): 23

Top Topics

Discriminative Features

Unsupervised Learning

Top Venues

Neural Networks

Publications

Amirhossein Tavanaei
Embedded Encoder-Decoder in Convolutional Networks Towards Explainable AI. CoRR (2020)
Amirhossein Tavanaei, Masoud Ghodrati, Saeed Reza Kheradpisheh, Timothée Masquelier, Anthony Maida
Deep learning in spiking neural networks. Neural Networks 111 (2019)
Amirhossein Tavanaei, Anthony Maida
BP-STDP: Approximating backpropagation using spike timing dependent plasticity. Neurocomputing 330 (2019)
Siva R. Venna, Amirhossein Tavanaei, Raju N. Gottumukkala, Vijay V. Raghavan, Anthony S. Maida, Stephen Nichols
A Novel Data-Driven Model for Real-Time Influenza Forecasting. IEEE Access 7 (2019)
Amirhossein Tavanaei, Anthony S. Maida
Training a Hidden Markov Model with a Bayesian Spiking Neural Network. J. Signal Process. Syst. 90 (2) (2018)
Amirhossein Tavanaei, Zachary Kirby, Anthony S. Maida
Training Spiking ConvNets by STDP and Gradient Descent. IJCNN (2018)
Amirhossein Tavanaei, Masoud Ghodrati, Saeed Reza Kheradpisheh, Timothée Masquelier, Anthony S. Maida
Deep Learning in Spiking Neural Networks. CoRR (2018)
Amirhossein Tavanaei, Timothée Masquelier, Anthony S. Maida
Representation learning using event-based STDP. Neural Networks 105 (2018)
Amirhossein Tavanaei, Raju Gottumukkala, Anthony S. Maida, Vijay V. Raghavan
Unsupervised Learning to Rank Aggregation using Parameterized Function Optimization. IJCNN (2018)
Amirhossein Tavanaei, Anthony S. Maida
Bio-inspired Multi-layer Spiking Neural Network Extracts Discriminative Features from Speech Signals. ICONIP (6) (2017)
Amirhossein Tavanaei, Anthony S. Maida
Multi-layer unsupervised learning in a spiking convolutional neural network. IJCNN (2017)
Amirhossein Tavanaei, Anthony S. Maida
A spiking network that learns to extract spike signatures from speech signals. Neurocomputing 240 (2017)
Amirhossein Tavanaei, Nishanth Anandanadarajah, Anthony S. Maida, Rasiah Loganantharaj
A deep learning model for predicting tumor suppressor genes and oncogenes from PDB structure. BIBM (2017)
Amirhossein Tavanaei, Anthony S. Maida
BP-STDP: Approximating Backpropagation using Spike Timing Dependent Plasticity. CoRR (2017)
Amirhossein Tavanaei, Anthony S. Maida
Bio-Inspired Multi-Layer Spiking Neural Network Extracts Discriminative Features from Speech Signals. CoRR (2017)
Amirhossein Tavanaei, Timothée Masquelier, Anthony S. Maida
Representation Learning using Event-based STDP. CoRR (2017)
Amirhossein Tavanaei, Timothée Masquelier, Anthony S. Maida
Acquisition of Visual Features Through Probabilistic Spike-Timing-Dependent Plasticity. CoRR (2016)
Amirhossein Tavanaei, Anthony S. Maida
Training a Hidden Markov Model with a Bayesian Spiking Neural Network. CoRR (2016)
Amirhossein Tavanaei, Anthony S. Maida, Arun Kaniymattam, Rasiah Loganantharaj
Towards recognition of protein function based on its structure using deep convolutional networks. BIBM (2016)
Amirhossein Tavanaei, Timothée Masquelier, Anthony S. Maida
Acquisition of visual features through probabilistic spike-timing-dependent plasticity. IJCNN (2016)
Amirhossein Tavanaei, Anthony S. Maida
A Spiking Network that Learns to Extract Spike Signatures from Speech Signals. CoRR (2016)
Amirhossein Tavanaei, Anthony S. Maida
Bio-Inspired Spiking Convolutional Neural Network using Layer-wise Sparse Coding and STDP Learning. CoRR (2016)
Amirhossein Tavanaei, Anthony S. Maida
Studying the interaction of a hidden Markov model with a Bayesian spiking neural network. MLSP (2015)
Amirhossein Tavanaei, Alireza Ghasemi, Mohammad Tavanaei, Hossein Sameti, Mohammad Taghi Manzuri
Support Vector Data Description for Spoken Digit Recognition. BIOSIGNALS (2012)
Seyed Hamidreza Mohammadi, Hossein Sameti, Mahsa Sadat Elyasi Langarani, Amirhossein Tavanaei
KNNDIST: A Non-Parametric Distance Measure for Speaker Segmentation. INTERSPEECH (2012)
Seyed Hamidreza Mohammadi, Hossein Sameti, Amirhossein Tavanaei, Ali Soltani-Farani
Filter-bank design based on dependencies between frequency components and phoneme characteristics. EUSIPCO (2011)
Amirhossein Tavanaei, Hossein Sameti, Seyed Hamidreza Mohammadi
False alarm reduction by improved filler model and post-processing in speech keyword spotting. MLSP (2011)