S.ALI SEYYEDSALEHI - Amirkabir University of Technology

Analysis of cognitive errors in humans due to lack of knowledge , based on theoretical foundations of components and manifolds in bidirectional neural networks

Nasrin Alipour Gougeh & S.Ali Seyyedsalehi

February 2024

Diagnosis of periapical infection of the tooth using U-net convolutional neural network method in machine learning

Mohaddese Pakzaban & S.Ali Seyyedsalehi

August 2023

Nonlinear Component Formation Basics Development and Analysis in Different layers of Deep Neural Networks During Training Data and their Role in Functionality of Attractors

Ameneh Sadati & S.Ali Seyyedsalehi

June 2023

The use of generative adversarial networks (GAN) in protein designing using relations between their sequence, structure and functions

Behnam Mostafavi & S.Ali Seyyedsalehi

April 2023

Development of Bidirectional and Recurrent Structures Neural Networks Based on Attention for Pattern Recognition Performance Improvement

Iman Javadian & S.Ali Seyyedsalehi

April 2023

multimodal Emotion recognition using deep neural networks

Farnaz Zahedi & S.Ali Seyyedsalehi

May 2022

Denoising task-based fMRI data from physiological noises using deep neural networks

Sina Gaffarzadeh & S.Ali Seyyedsalehi

April 2022

Improving performance of recurrent neural networks in order to modelling term dependencies

Amir Noroozi & S.Ali Seyyedsalehi

October 2021

Computational modeling of motivation based on neural networks and dynamics of continuous attractors

Fatemeh Saberi Pirooz & S.Ali Seyyedsalehi

September 2021

MRI to CT translation with Deep neural networks

Saba Omidikia & S.Ali Seyyedsalehi

September 2021

Pulmonary Nodule Localisation and Classification with Neural Networks based on Attention and Cognitive Removal of Variability

Seyedesmaeil Hashemi & S.Ali Seyyedsalehi

August 2021

detecting and classifying cancerous and non-cancerous masses in breast with deep learning

Parisa Hatami & S.Ali Seyyedsalehi

July 2020

Medical Image synthesis Using Generative Adversarial Networks (GAN

Somayeh Pakdel Moez & S.Ali Seyyedsalehi

June 2020

Determination of the severity of Retinopathy by visual attention based Convolutional Neural Networks

Maryam Dinpajhouh & S.Ali Seyyedsalehi

June 2020

diagnosis of lung cancer from CT scan image using deep neural network

Morteza Homayounfar & S.Ali Seyyedsalehi

February 2019

performance evaluation of deep convolutional neural networks with maxout neurons in speech recognition

Arash Dehghani & S.Ali Seyyedsalehi

June 2018

Transcription Factor Binding Sites Prediction in human Genome Using Deep Neural Network

Hossein Banki-Koshki & S.Ali Seyyedsalehi

February 2018

Nonlinear Analysis and Synthesis of Video Images using Deep Neural Network

Saeed Montazeri Moghadam & S.Ali Seyyedsalehi

February 2017

Face recognition using single image per person using stacked progressive layer by layer training method in deep neural networks

Rezvan Safipoor & S.Ali Seyyedsalehi

February 2017

Performance Comparison Of Recurrent and Deep Neural Networks in Farsi Handwritten Recognition

Parisa Bakhtavar & S.Ali Seyyedsalehi

February 2017

Analysis of formation process of components and attractors in auto-associative neural networks

Nima Amini & S.Ali Seyyedsalehi

August 2016

Voice Conversion Using Neural Networks with Deep Structures

Farnaz Hajiahmadifoomani & S.Ali Seyyedsalehi

February 2016

Optimizing structure of self evolving artificial neural networks using particle swarm optimization (PSO)

Alma Zargami & S.Ali Seyyedsalehi

February 2016

Meta-Cognitive Learng of RBF Neural Network

Nazilla Shafei & S.Ali Seyyedsalehi

October 2014

Cognitive robust cursive handwritten recognition using Neural Network

Zeinab Mahdavi & S.Ali Seyyedsalehi

October 2014

modeling of affection and cognitive processing by neural network and attractor dynamics

Zahra Abbasvandi & S.Ali Seyyedsalehi

September 2014

Optimizing structur of artificial neural networks based on combining, constructing and pruning neurons for nonlinear dimention reduction of data

Masoomeh Talebzadeh & S.Ali Seyyedsalehi

September 2014

nonlinear speech analysis and synthesis for enhancement using neural networks

Shima Mehrvar & S.Ali Seyyedsalehi

October 2013

Improving artifical neural network models for recognizing deformed and noised characters : breaking CAPTCHAS

Roozbeh Karimi & S.Ali Seyyedsalehi

January 2012

Robust Handwriten charcater recognition bidirectional neural networks with inspirations from human visul perception

Zahra Dehghan Doolab & S.Ali Seyyedsalehi

January 2012

Face recognition using neural networks by video-based manifold learning

Kian Hamedani & S.Ali Seyyedsalehi

January 2012

Protein Secondary Structurd Prediction Neural Networks

Sepideh Babaei & S.Ali Seyyedsalehi

January 2009

Face recognition from a single image per person

Neda Dadashi SerٍEj & S.Ali Seyyedsalehi

January 2009

Robust Pattern Recognition Using Dynamic Continuous Attractor Neural Networks

Hamed Davandeh & S.Ali Seyyedsalehi

January 2009

Voice conversiion based on NLICA using time aligned speech

Shaghayegh Reza & S.Ali Seyyedsalehi

November 2008

Design of Protocol & Data Recording & Statistical Analysis Multi Channel Brain Signals (Event Related ) For Grading Visual Sustain Attention

Anahita Khorami Banaraki & S.Ali Seyyedsalehi

October 2008

Rotation Invariant Face Detection in still Complex Background Images Using Artificial Neural Networks”

Farzin Dayyani & S.Ali Seyyedsalehi

July 2008

Robust Pat5tern Recognition by Neural Networks with Chaotic Recursive Neuron

Aboozar Taherkhani & S.Ali Seyyedsalehi

February 2008

Application Of Neural Network In Diagnosis Of Primary Progressive Multiple Sclerosis (PPMS) Based On McDonald Criteria

Azam Balabadi & S.Ali Seyyedsalehi

August 2007

VOICE CONVERSION USING NEURAL NETWORKS

Behrooz Makki & S.Ali Seyyedsalehi

June 2007

DETECTION OF MS LESION REGIONS IN MRI BASED ON INTELLIGENT METHODS

Reza Arjmand & S.Ali Seyyedsalehi

February 2007

FINDING A PROPER REPRESENTATION METHOD FOR ROBUST SPEECH RECOGNITION BY NEURAL NETWORKS

Sareh Zendeh Rooh Kermani & S.Ali Seyyedsalehi

February 2007

FACE RECOGNITION USING NONLINEAR ICA BY NEURAL NETWORKS

Farhad Ghazvinian Zanjany & S.Ali Seyyedsalehi

February 2007

MONAURAL SPEECH SEGREGATION OF TWO SPEAKERS

Mohamad Hosein Khosravi Zanjani & S.Ali Seyyedsalehi

February 2007

BLIND SOURCE SEPARATION OF IMAGE MIXTURES USING MODIFIED INDEPENDENT COMPONENT ANALYSIS

Ali Zifan & S.Ali Seyyedsalehi

August 2006

Nonlinear independent component analysis of speech signal

Mahdieh Ghasemi & S.Ali Seyyedsalehi

February 2006

Qualityimprovement of speech signal due to noise and disturbance using neural networks

Loueiza Dehiadegary & S.Ali Seyyedsalehi

February 2006

Books

Title

Author(s)

Publisher country

publication date

version

Portal Records

Handbook of Deep Learning Applications. Smart Innovation, Systems and Technologies, vol 136 , pp. 293-318 , Handbook Chapter: Why Dose Layer-by-Layer Pre-training Improve Deep Neural Networks Learning? .

Seyyedeh Zohreh Seyyedsalehi, S.Ali Seyyedsalehi

Switzerland

February 2019

Journal Papers

Portal Records

Ali Nouri, S.Ali Seyyedsalehi, "Eigen value based loss function for training attractors in iterated autoencoders", NEURAL NETWORKS, April 2023 Vol. 161, Num. 1, Page 575-588, April 2023,

Hossein Bankikoshki, S.Ali Seyyedsalehi, "Complexity emerging from simplicity: Bifurcation analysis of the weights time series in a feedforward neural network", COMMUNICATIONS IN NONLINEAR SCIENCE AND NUMERICAL SIMULATION, April 2023 Vol. 118, Num. 1, Page 1-14, April 2023,

Shaghayegh Reza, S.Ali Seyyedsalehi, Seyyedeh Zohreh Seyyedsalehi, "Persian Phone Recognition Using Acoustic Landmarks and Neural Network-based variability compensation methods", , March 2023 Vol. 19, Num. 4, Page 173-190, March 2023,

Arash Dehghani, S.Ali Seyyedsalehi, "Time-Frequency Localization Using Deep Convolutional Maxout Neural Network in Persian Speech Recognition", NEURAL PROCESSING LETTERS, August 2022 Vol. 0, Num. 0, Page 1-20, August 2022,

Shaghayegh Reza, S.Ali Seyyedsalehi, ُSeyyedeh Zohreh Seyyedsalehi, "Modified deep attractor neural networks for variability compensation in recognition tasks", COMPUTERS & ELECTRICAL ENGINEERING, April 2022 Vol. 99, Num. 1, Page 1-13, April 2022,

Atefeh Ziaei Moghadam, Hamed Azarnoush, S.Ali Seyyedsalehi, Mohammad Havaei, "Stain transfer using Generative Adversarial Networks and disentangled features", COMPUTERS IN BIOLOGY AND MEDICINE, March 2022 Vol. 142, Num. 1, Page 1-12, March 2022,

Hossein Bankikoshki, S.Ali Seyyedsalehi, "A Novel Neuronal Model based on Chaotic Behavior of Artificial Neural Networks", , November 2021 Vol. 15, Num. 3, Page 199-209, November 2021,

Saeed Montazeri Moghadam, S.Ali Seyyedsalehi, "Nonlinear analysis and synthesis of video images using deep dynamic bottleneck neural networks for face recognition", NEURAL NETWORKS, September 2018 Vol. 105, Num. 1, Page 304-315, September 2018,

Mohammad Hasan Rahmani, Farshad Almasganj, S.Ali Seyyedsalehi, "Audio-Visual Feature Fusion via Deep Neural Networks for Automatic Speech Recognition", DIGITAL SIGNAL PROCESSING, July 2018 Vol. 82, Num. 0, Page 54-63, July 2018,

Seyyedeh Zohreh Seyyedsalehi, S.Ali Seyyedsalehi, "Attractor Analysis in Associative Neural Networks and its Application to Facial Image Analysis", Intelligent Systems in Electrical Engineering, May 2018 Vol. 9, Num. 1, Page 79-95, May 2018,

Narjes Timnak, Alireza Jahangirian, S.Ali Seyyedsalehi, "An optimum neural network for evolutionary aerodynamic shape design", SCIENTIA IRANICA TRANSACTION B-MECHANICAL ENGINEERING, September 2017 Vol. 24, Num. 5, Page 2490-2500, September 2017,

Hossein Bankikoshki, S.Ali Seyyedsalehi, Fatemeh Zare Mirakabad, "Dimensionality Reduction of Binding Site Sequence Data on Human Genome Using a Deep Autoencoder Neural Network", Iranian Journal of Biomedical Engineering, September 2017 Vol. 11, Num. 3, Page 219-230, September 2017,

Isar Nejadgholi, S.Ali Seyyedsalehi, Sylvain Chartier, "A Brain-Inspired Method of Facial Expression Generation Using Chaotic Feature Extracting Bidirectional Associative Memory", NEURAL PROCESSING LETTERS, April 2017 Vol. 0, Num. 0, Page 1-18, April 2017,

Zohreh Ansari, S.Ali Seyyedsalehi, "Toward growing modular deep neural networks for continuous speech recognition", NEURAL COMPUTING & APPLICATIONS, June 2016 Vol. 0, Num. 0, Page 1-20, June 2016,

Zohreh Ansari, S.Ali Seyyedsalehi, "Deep Modular Neural Networks with Double Spatio-temporal Structure for Persian Continuous Speech Recognition", , April 2016 Vol. 1, Num. 27, Page 39-56, April 2016,

Kian Hamedani, S.Ali Seyyedsalehi, Reza Ahamdi, "Video-based face recognition and image synthesis from rotating head frames using nonlinear manifold learning by neural networks", NEURAL COMPUTING & APPLICATIONS, June 2015 Vol. 0, Num. 0, Page 0-0, June 2015,

Seyyedeh Zohreh Seyyedsalehi, S.Ali Seyyedsalehi, "Bidirectional layer by layer pretraining method for deep neural networks learning", Intelligent Systems in Electrical Engineering, June 2015 Vol. 6, Num. 2, Page 1-10, June 2015,

Seyyedeh Zohreh Seyyedsalehi, S.Ali Seyyedsalehi, "A fast and efficient pre-training method based on layer-by-layer maximum discrimination for deep neural networks", NEUROCOMPUTING, May 2015 Vol. 168, Num. 0, Page 669-680, May 2015,

Seyyedeh Zohreh Seyyedsalehi, S.Ali Seyyedsalehi, "Simultaneous Learning of Nonlinear Manifolds Based on the Bottleneck Neural Network", NEURAL PROCESSING LETTERS, October 2014 Vol. 40, Num. 2, Page 191-209, October 2014,

Isar Nejadgholi, Sylvain Chartier, S.Ali Seyyedsalehi, "Controlling deterministic output variability in a feature extracting chaotic BAM", NEUROCOMPUTING, November 2013 Vol. 120, Num. 0, Page 298-309, November 2013,

Seyyedeh Zohreh Seyyedsalehi, S.Ali Seyyedsalehi, "A new fast pre training method for training of deep neural networks", , June 2013 Vol. 19, Num. 1, Page 13-26, June 2013,

Isar Nejadgholi, S.Ali Seyyedsalehi, Sylvain Chartier, "A Chaotic Feature Extracting BAM and Its Application in Implementing Memory Search", NEURAL PROCESSING LETTERS, August 2012 Vol. 36, Num. 1, Page 69-99, August 2012,

Hossein Behbood, S.Ali Seyyedsalehi, Hamid Reza Tohidypour, Mojtaba Najafi, Shahriar Gharibzadeh, "A novel neural-based model for acoustic-articulatory inversion mapping", NEURAL COMPUTING & APPLICATIONS, July 2012 Vol. 21, Num. 5, Page 935-943, July 2012,

Sepideh Babaei, Amir Geranmayeh, S.Ali Seyyedsalehi, "Towards designing modular recurrent neural networks in learning protein secondary structures", EXPERT SYSTEMS WITH APPLICATIONS, April 2012 Vol. 39, Num. 6, Page 6263-6274, April 2012,

Hamid Reza Tohidypour, S.Ali Seyyedsalehi, Hossein Behbood, Hossein Roshandel, "A new representation for speech frame recognition based on redundant wavelet filter banks", SPEECH COMMUNICATION, February 2012 Vol. 54, Num. 2, Page 256-271, February 2012,

Parvin Zarei Eskikand, S.Ali Seyyedsalehi, "Robust speech recognition by extracting invariant features", Procedia-Social and Behavioral Sciences, February 2012 Vol. 2012, Num. 32, Page 230-237, February 2012,

Fatemeh Abdolali, S.Ali Seyyedsalehi, "Improving face recognition from a single image per person via virtual images produced by a bidirectional network", Procedia-Social and Behavioral Sciences, February 2012 Vol. 2012, Num. 32, Page 108-116, February 2012,

Isar Nejadgholi, S.Ali Seyyedsalehi, "A new brain-inspired robust face recognition through elimination of variation features", Procedia-Social and Behavioral Sciences, February 2012 Vol. سال 2012, Num. 32, Page 204-212, February 2012,

Loueiza Dehiadegary, S.Ali Seyyedsalehi, Isar Nejadgholi, "Nonlinear enhancement of noisy speech, using continuous attractor dynamics formed in recurrent neural networks", NEUROCOMPUTING, October 2011 Vol. 74, Num. 17, Page 2716-2724, October 2011,

Aboozar Taherkhani, S.Ali Seyyedsalehi, A.H.Jafari, "Design of a Chaotic Neural Network for Training and Retrieval of Grayscale and Binary Patterns", NEUROCOMPUTING, October 2011 Vol. 74, Num. 17, Page 2824-2833, October 2011,

Neda Dadashi Serej, Fatemeh Abdolali, S.Ali Seyyedsalehi, "Improving face recognition from a single image per person via virtual images produced by imagination using neural networks", , June 2011 Vol. 1390, Num. 1, Page 33-44, June 2011,

Parvin Zarei Eskikand, S.Ali Seyyedsalehi, "Robust Speech Recognition by Sharing Common Features", , June 2011 Vol. 9, Num. 2, Page 68-76, June 2011,

Fatemeh Abdolali, S.Ali Seyyedsalehi, "IMPROVING POSE MANIFOLD AND VIRTUAL IMAGES USING BIDIRECTIONAL NEURAL NETWORKS IN FACE RECOGNITION USING SINGLE IMAGE PER PERSON", , May 2011 Vol. 9, Num. 1, Page 14-20, May 2011,

Sepideh Babaei, Amir Geranmayeh, S.Ali Seyyedsalehi, "Protein secondary structure prediction using modular reciprocal bidirectional recurrent neural networks", COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, December 2010 Vol. 100, Num. 3, Page 237-247, December 2010,

Hossein Behbood, Mehdi Fallahnezhad, S.Ali Seyyedsalehi, Shahriar Gharibzadeh, "Improving Phonological Dyslexia Using Electrical Stimulation in the Articulatory System", JOURNAL OF NEUROPSYCHIATRY AND CLINICAL NEUROSCIENCES, July 2010 Vol. 22, Num. 3, Page 352-352, July 2010,

[en-name N/A], S.Ali Seyyedsalehi, [en-name N/A], "Nonlinear Poisson regression using neural networks: a simulation study", , November 2009 Vol. , Num. 8, Page 0-0, November 2009,

[en-name N/A], S.Ali Seyyedsalehi, "Nonlinear association between serum testosterone levels and coronary artery disease in Iranian men.", , July 2009 Vol. , Num. 24, Page 0-0, July 2009,

Isar Nejadgholi, S.Ali Seyyedsalehi, "Nonlinear Normalization of Input Patterns to Speaker Variability in Speech Recognition Networks", , February 2009 Vol. , Num. 18, Page 0-0, February 2009,

, Sohrab Saeb Taheri, [en-name N/A], S.Ali Seyyedsalehi, "Analysis of the dynamical behavior of a feedback auto-associative memory", , January 2008 Vol. , Num. 71, Page 0-0, January 2008,

Lela Ansari, S.Ali Seyyedsalehi, "non stationary noise reduction from noisy speech using neural network", signal and data processing, December 2007 Vol. 8, Num. 2, Page 0-0, December 2007,

Mohammad Reza Yazdchi, S.Ali Seyyedsalehi, [en-name N/A], "A New Bidirectional Neural Network for Lexical Modeling and Speech Recognition Improvement", , December 2007 Vol. , Num. 6, Page 0-0, December 2007,

Mohammad Homayoune Sadr Lahidjani, Sohrab Astaraki, S.Ali Seyyedsalehi, "Improving the Neural Network Method for Finite Element Model Updating using Homogenous Distribution of Design Points", , May 2007 Vol. , Num. 77, Page 0-0, May 2007,

Mohammad Reza Yazdchi, S.Ali Seyyedsalehi, Farshad Almasganj, "Improvment of Speech Recognition Using Combination of Lexical Knowledge with Feature Parameteres", , September 2005 Vol. , Num. 0, Page 0-0, September 2005,

Rassoul Amirfattahi Varnosfaderani, Hamid Sheikhzadeh Nadjar, [en-name N/A], S.Ali Seyyedsalehi, "The effect of auditory feedback and pitch contour variations in the the speech of Farsi-speaking adult hearing impaired with the hearing ability before the cochlear implant", scientia iranica, December 2003 Vol. 0, Num. 25, Page 110-119, December 2003,

Rassoul Amirfattahi Varnosfaderani, Hamid Sheikhzadeh Nadjar, [en-name N/A], S.Ali Seyyedsalehi, "Quantitative assessment of vowel nasalization and voicing of fricative consonants using MBE analysis in speech of prelingually Farsi-speaking children after multichannel cochlear implantation", International journal of Engineering sciences, June 2003 Vol. 14, Num. 3, Page 171-190, June 2003,

Conference Papers

Portal Records

Shaghayegh Reza, S.Ali Seyyedsalehi, ُSeyyedeh Zohreh Seyyedsalehi, "Attractor manipulation in denoising autoencoders for robust phone recognition ", 29th Iranian Conference on Electrical Engineering, ICEE 2021, May 2021

Atefeh Ziaei Moghadam, Hamed Azarnoush, S.Ali Seyyedsalehi, "Multi WGAN-GP loss for pathological stain transformation using GAN ", 29th Iranian Conference on Electrical Engineering, ICEE 2021,, May 2021

Shaghayegh Reza, S.Ali Seyyedsalehi, Seyyedeh Zohreh Seyyedsalehi, "Persian Language Phone Recognition Based on Robust Extraction of Acoustic Landmarks ", 27th National and 5th International Iranian Conference of Biomedical Engineering, ICBME 2020,, November 2020

Arash Dehghani, S.Ali Seyyedsalehi, "Performance Evaluation of Deep Convolutional Maxout Neural Network in Speech Recognition ", 3rd International Iranian Conference on Biomedical Engineering, ICBME 2018, November 2018

Saeed Montazeri Moghadam, S.Ali Seyyedsalehi, Nima Amini, "Nonlinear Synthesis of Expression Variation Dynamics on Video Using Deep Dynamic Bottleneck Neural Networks ", 24th national and 2nd International Iranian Conference on Biomedical Engineering (ICBME, November 2017

Nima Amini, S.Ali Seyyedsalehi, "Manipulation of attractors in feed-forward autoassociative neural networks for robust learning ", 25th Iranian conference on electrical engineering ICEE 2017, May 2017

Hossein Banki-Koshki, S.Ali Seyyedsalehi, Fatemeh Zare Mirakabad, "Transcription factor binding sites identification on human genome using an artificial neural network ", 25th Iranian Conference on Electrical Engineering, May 2017

Saeed Montazeri Moghadam, S.Ali Seyyedsalehi, "Nonlinear Analysis of Video Images using Deep Recurrent Auto-Associative Neural Networks for Facial Understanding ", 3rd International Conference on Pattern Recognition & Image Analysis (IPRIA 2017), April 2017

Hossein Banki-Koshki, S.Ali Seyyedsalehi, Fatemeh Zare Mirakabad, "Clustering of Gene Expression Temporal Patterns of Yeast Microarray Data Using Data Mining Methods ", 23rd National & 1st International Iranian Conference on Biomedical Engineering, November 2016

[en-name N/A], S.Ali Seyyedsalehi, Milad Abbasi, "modeling of affection and cognitive processing by neural network and atractor dynamics ", First International Conf. on new research Achievements in Electrical and Computer Eng., May 2016

Zohreh Ansari, Azade Shiroudi, S.Ali Seyyedsalehi, "Implementing Reservoir Computing Neural Networks in a Persian Continuous Speech Recognition System ", 22nd Iranian Conference on Biomedical Engineering(ICBME 2015), November 2015

Masoomeh Talebzadeh, S.Ali Seyyedsalehi, "Layer by layer optimizer hybrid algorithm for constructing and extracting optimization components in neural network with deep structure ", 6 th International Conference of Cognitive Science, April 2015

Masoomeh Talebzadeh, S.Ali Seyyedsalehi, "A new layer by layer Growing algorithm based on maximum distinction of data for Reduce training time ", Basic and clinical Neuroscience, 3rd congress, October 2014

S.Ali Seyyedsalehi, "“Depth” Problem in Learning and Cognitionby Brain and Artificial Neural Network ", Basic and clinical Neuroscience, 3rd congress, October 2014

Masoomeh Talebzadeh, S.Ali Seyyedsalehi, "Linear Dependent based merging algorithm for Component extraction in Artificial neural network ", Basic and clinical Neuroscience, 3rd congress, October 2014

Zohreh Ansari, S.Ali Seyyedsalehi, "Proposing Two Speaker Adaptation Methods for Deep Neural Network based Speech Recognition Systems ", Seventh International Symposium on Telecommunications ( IST2014 ), September 2014

Najmeh Sadoughi Nourabadi, Kamran Ghasedi Dizaji, S.Ali Seyyedsalehi, "Face pose normalization for identity recognition using 3D information by means of neural networks ", Information and Knowledge Technology (IKT), 2013 5th Conference on, May 2013

Seyyedeh Zohreh Seyyedsalehi, S.Ali Seyyedsalehi, "New fast pre-training method for deep neural network learning ", ICBME2012 Iranian conference of Biomedical Engineering, December 2012

Seyyedeh Zohreh Seyyedsalehi, S.Ali Seyyedsalehi, "Improvement of Association neural network by Attractor dynamic ", ICBME 2012, December 2012

Kamran Ghasedi Dizaji, Najmeh Sadoughi Nourabadi, S.Ali Seyyedsalehi, "Continuous speech recognition using features extracted from lips ", 4th Iranian Conference of Electrical and Electronics Eng. - ICEEE2012, August 2012

Kian Hamedani, S.Ali Seyyedsalehi, "Video-based Face Recognition Using Manifold Learning by Neural Networks ", 20th Iranian Conference of Electrical Eng. _ ICEE 2012, May 2012

Zahra Dehghan Doolab, S.Ali Seyyedsalehi, Dahaghani, "Nonlinear Normalization of Input Patterns to Handwritten Character Variability in Handwriting Recognition Neural Network ", Biomedical Engineering and Biotechnology (iCBEB), 2012 International Conference on, May 2012

Kamran Ghasedi Dizaji, Najmeh Sadoughi Nourabadi, S.Ali Seyyedsalehi, "Automatic extraction of curve of around lips ", 2th conference on computer,IT, electrical and electronic engineering 2012, May 2012

Fatemeh Abdolali, S.Ali Seyyedsalehi, "Assessment and comparison of two pre-training methods for regularizing deep architecture neural networks in face recognition ", 3rd IEEE International Conference on Signal Processing Systems (ICSPS 2011), August 2011

Fatemeh Abdolali, S.Ali Seyyedsalehi, "Improving pose manifold and virtual images using bidirectional neural networks in face recognition using single image per person ", International Symposium on Artificial Intelligence and Signal Processing, AISP 2011, June 2011

Parvin Zarei Eskikand, S.Ali Seyyedsalehi, "Robust Speech Recognition by Extracting Invariant Features ", 4th International Conference of Cognitive Science (ICCS 2011), May 2011

Fatemeh Abdolali, S.Ali Seyyedsalehi, "Improving face recognition from a single image per person via virtual images produced by a bidirectional neural network ", 4th International Conference of Cognitive Science (ICCS 2011), May 2011

Parvin Zarei Eskikand, S.Ali Seyyedsalehi, "Robust Speech Recognition via Sharing Common Components ", 19th Iranian Conference of Electrical Engineering, May 2011

Isar Nejadgholi, Fatemeh Abdolali, S.Ali Seyyedsalehi, "A new brain inspired robust face recognition method by elimination of variation features ", 4th International Conference of Cognitive Science (ICCS 2011), May 2011

Parvin Zarei Eskikand, S.Ali Seyyedsalehi, "Robust Speech Recognition by Extracting Common subspace between Data ", 2011 3rd International Conference on Signal Acquisition and Processing, February 2011

Parvin Zarei Eskikand, S.Ali Seyyedsalehi, "Evoked Potentials Extraction by Dynamics of Continuous Attractors ", International Conference on Future BioMedical Information Engineering(FBIE 2010 ) , Dec. 25-26, 2010, December 2010

Fatemeh Abdolali, S.Ali Seyyedsalehi, "Face recognition from a single image per person using deep architecture neural networks ", third International Conference on Computer and Electrical Engineering ICCEE 2010, November 2010

Isar Nejadgholi, S.Ali Seyyedsalehi, "Chaotic control of deterministic variability in a BAM-inspired model of memory ", 10th International Conference on Intelligent Systems Design and Applications 2010 IEEE ISDA 2010, November 2010

Masoumeh Azarpour, S.Ali Seyyedsalehi, Aboozar Taherkhani, "Robust Pattern Recognition Using Chaotic Dynamics in Attractor Recurrent Neural Network ", IEEE WCCI (IJCNN)2010 ,International Joint Conference on Neural Networks, July 2010

Hamid Reza Tohidypour, S.Ali Seyyedsalehi, Hossein Behbood, "COMPARISON BETWEEN WAVELET PACKET TRANSFORM, BARK WAVELET & MFCC FOR ROBUST SPEECH RECOGNITION TASKS ", Industrial Mechatronics and Automation (ICIMA), 2010 2nd International Conference on, May 2010

Hamid Reza Tohidypour, S.Ali Seyyedsalehi, Roshandel H., Hossein Behbood, "SPEECH RECOGNITION USING THREE CHANNEL REDUDANT WAVELET FILTERBANK ", Industrial Mechatronics and Automation (ICIMA), 2010 2nd International Conference on, May 2010

Hossein Behbood, S.Ali Seyyedsalehi, Hamid Reza Tohidypour, "A Novel Feature Extraction for Neural-Based Modes in Acoustic-Articulatory Inversion Mapping ", Speech Prosody 2010, May 2010

Hossein Behbood, S.Ali Seyyedsalehi, Hamid Reza Tohidypour, "A New Bidirectional Neural Network Model for the Acoustic-Articulatory Inversion Mapping For Speech Recognition ", Speech Prosody 2010, May 2010

Anahita Khorami Banaraki, S.Ali Seyyedsalehi, Mehdi Tehranidoost, Amin Mohammadian, Farnaz Ghasemi, Vahid Abutalebi, "Test Design, Data Collection and Multichannel Statistical Analysis of Event Related ... ", 3rd Interntional Conference of Cognitive Science, March 2009

Anahita Khorrami Banaraki, S.Ali Seyyedsalehi, Mehdi Tehrani-Doost, Amin Mohammadian, Farnaz Ghasemi, Vahid Abootalebi, "Test design, data collection and multichannel statistical analysis of event related brain potentials ", 3rd International Conference of Cognitive Science, March 2009

Bijan Maleki, Mona Noori Hosseini, S.Ali Seyyedsalehi, "Dimension reduction based on local non linear principal component analysis ", , August 2008

Sajad Jafari, [en-name N/A], [en-name N/A], S.Ali Seyyedsalehi, Shahriar Gharibzadeh, "A modified artificial immune system for data classification ", , May 2008

Mohammad Reza Yazdchi, S.Ali Seyyedsalehi, "An ANFIS based method of agent behavior in simulated soccer agents ", , December 2007

Aboozar Taherkhani, S.Ali Seyyedsalehi, "Design of a chaotic neural network by using chaotic nodes and NDRAM network ", , December 2007

Aboozar Taherkhani, S.Ali Seyyedsalehi, "Design of chaotic neural network for robust phoneme recognition ", , December 2007

Aboozar Taherkhani, S.Ali Seyyedsalehi, Mohammad Hassan Moradi, "Nonlinear Signal Processing for Voice Disorder Detection by Using Modified GP Algorithm and Surrogate Data Analysis ", , December 2007

Bijan Maleki, Mona Noori Hosseini, S.Ali Seyyedsalehi, "Unsupervised extraction of meaningful nonlinear prinsipal components applied for voice conversion ", , December 2007

Sepideh Babaei, S.Ali Seyyedsalehi, Amir Geranmayeh, "Pruning neural networks for protein secondary structure prediction ", , December 2007

Behrooz Makki, S.Ali Seyyedsalehi, "Unaligned training for voice conversion based on a local nonlinear principal component analysis approach ", , November 2007

Behrooz Makki, S.Ali Seyyedsalehi, Mona Noori Hosseini, "Principal component analysis using constructive neural networks ", , August 2007

, Ali Reza Sadeghian, S.Ali Seyyedsalehi, "Auto- associative neural network based on new hybrid model of SFNN and GRNN ", , August 2007

Aboozar Taherkhani, S.Ali Seyyedsalehi, Mohammad Hassan Moradi, "Nonlinear Signal Processing for Voice Disorder Detection by Using Modified GP Algorithm and Surrogate Data Analysis ", , July 2007

Mahdieh Ghasemi, S.Ali Seyyedsalehi, "Automatic nonlinear pricipal coponent analysis of speech signal using neural network and their efficiency assessment ", , May 2007

Behrooz Makki, S.Ali Seyyedsalehi, [en-name N/A], "Voice conversion using nonlinear principal component analysis ", , April 2007

Maryam Yousefzadeh, Pedram Peivandi, S.Ali Seyyedsalehi, Masoud Latifi, "Defect detection and classification in nonwoven web images using neural network ", , November 2006

Sohrab Saeb Taheri, Mohammad Bagher Menhaj, S.Ali Seyyedsalehi, "A new evolution based training method for dynamic synapse neural networks ", , November 2006

Mansour Vali, S.Ali Seyyedsalehi, "Robust speech recognition by modifying clean and telephone feature vectors using bidirectional neural network ", , September 2006

Mohammad Reza Yazdchi, S.Ali Seyyedsalehi, "A new bidirectional neural network for lexical modeling and speech recognition improvement ", , January 2006

Mansour Vali, S.Ali Seyyedsalehi, "Improvement of feature vectors in direct and telephone speech recognition using neural network inversion methods ", , October 2005

Ali Tahery, S.M. Ahadi Sarkani, S.Ali Seyyedsalehi, "Continuous Persian Speech Recognition in a Medium-sized Vocabulary Using a Hybrid ANN/HMM System ", ICEE2002, May 2002

S.Ali Seyyedsalehi, "a neural network speech recognizer based on the both acoustic steady portions and transitions ", , October 2000

S.Ali Seyyedsalehi, S.Ahmad Motamedi, Mohammadreza Hashemigolpayegany, [en-name N/A], "Phoneme Recognition using inverse Dynamics model of vocal system ", , January 1995

Taught Courses

Course title

Description

Headlines

Date

Neural Networks

Learning about Artificial Neural Networks & Their Applications

Spring 2024

Advanced Topics in Neural Networks

Learning about Advanced and Deep Neural Networks and Cognitive Signal Processing

Fall 2023

Neural Networks

Learning about Artificial Neural Networks & Their Applications

Spring 2023

Introduction to Computational Intelligence

Preliminary Learning about Artificial Intelligence and Computaional Intelligence

Spring 2023

Advanced Topics in Neural Networks

Learning about Advanced and Deep Neural Networks and Cognitive Signal Processing

Fall 2022

Neural Networks

Learning about Artificial Neural Networks & Their Applications

Fall 2022