Welcome to our research laboratory for

Learning and Intelligent Systems

Learn More

Matin Hashemi

Matin Hashemi

Assistant Professor

http://sharif.edu/~matin/
Office: 220 West EE Bldg.
Phone: +98 (21) 66164307

Machine Learning
Biomedical Signal Processing
Parallel and Distributed Computing
Embedded Systems

Saber Salehkaleybar

Saber Salehkaleybar

Assistant Professor

http://sina.sharif.edu/~saleh/
Office: 706 East EE Bldg.
Phone: +98 (21) 66164394

Machine Learning
Distributed Systems
Graphical Models
Causality

Prospective Students

While every project has its unique aspects, in general our projects involve topics in one or both of the following two areas:
- CS & Math: Machine Learning, Big Data, Distributed Algorithms, Graphical Models, Signal Processing
- Hardware: FPGA, GPGPU, Parallel and Distributed Systems, Embedded Systems
The following practical skills are often helpful in many of our projects: Verilog, C/C++, CUDA, TensorFlow, Python, Linux

Graduate Students

Ali Jafarzadeh

Signal Processing Acceleration on GPGPU and FPGA

Mahdi Bozorg

Deep Reinforcement Learning

Hossein Taji

Machine Learning Acceleration on FPGA

Behrooz Zare

Graphical Model Learning

Amir Ahangarzadeh

Deep Learning

Hamidreza Bandeali

Machine Learning

Alireza Mohammadidoost

Signal Processing Acceleration on GPGPU

Alireza Amirshahi

Spiking Neural Networks

Payam Arasteh

Deep Learning

Saeed Saadatnejad

Machine Learning for Biomedical Signal Processing

Mohammad Afshar

Deep Learning Acceleration on Android

Mohammadhossein Oveisi

Machine Learning for Biomedical Signal Processing

Ali Hadizadeh

FPGA-based Real-time Simulation

Mohammad Labbaf

FPGA-based Real-time Simulation

Seyed Sina Dezfuli

Machine Learning

Undergraduate Students

Pouria_Mahdavi

Reinforcement Learning

Faeze Ebrahimian

Reinforcement Learning

Foad Jafarinejad
(CS Dept.)

Graphical Model Learning

Mostafa Eghbali

Machine Learning Acceleration on FPGA

Mohammad Khubi

Active Causal Discovery

Ehsan Mokhtarian

Graph Matching

Farzad Pourkamali

Active Causal Discovery

Ali Sayyadi (CE Dept.)

Causal Structure Learning in Time Series

Sina Akbari

Graph Matching

Peyman Momeni

Distributed Learning

Soheil Khadir

Machine Learning Acceleration on FPGA

Amirhossein Aqajari

Machine Learning Acceleration on FPGA

Seyyed Salar Latifi

Deep Learning Acceleration on Android

Hossein Golestani

Deep Learning Acceleration on Android

Shayan Fazeli

Image Recognition

Ahmadreza Chegini

SDF Graph Optimization Algorithms

Sina Mansour

SDF Graph Optimization Algorithms

Saeed Abedi
(CE Dept.)

CAD Algorithms for Parallel Processing

Kamyar Mirzazad

Parallel Processing

Hamid Pourrabi

Parallel Processing

Courses

25xxx Causal Inference
25540 Distributed Systems
25537 Parallel Programming and Architectures
25737 Introduction to Machine Learning
25755 Data Structrues and Algorithm Design
25739 Python Programming Laboratory
25719 Advanced Programming Laboratory
25754 Computer Architecture and Microprocessors

Workshop: Deep Learning with TensorFlow
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Workshop: FPGA-Based Acceleration
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Publications

Open Source Projects

CNNDroid

GPU-Accelerated Execution of Trained Deep Convolutional Neural Networks on Android

Our next open source project will soon be released!