Amirhossein Tavanaei

27 papers A 1B 4Journal 15Unranked 7

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