Selected Projects and Activities
Development of a deep convolutional neural network for of matching street pictures of garments to the same item in an online shop.
Development of a novel version of third-party punishment Dictator Game for a neuroeconomic study.
Development of a novel task for studying decision-making in multidimensional environments
Development of a LSTM deep neural network for stock market prediction
Development of a novel method for urban traffic forecasting based on LSTM and multifractal detrended fluctuate analysis bin Tensorflow
Development of a reinforcement learning algorithm for optimizing traffic lights in SUMO simulator and Python
Evaluation of Tehran highway network efficiency
Modelling of CA1 pyramidal neuron using dynamical system approach in Python
Identifying dynamics of a Steam generator using Gaussian Mixture Models
Implementation of a maze solver using reinforcement learning
Modeling of decision-making in the Iowa Gambling Task
Implementation of a sparse regression classifier for EEG using MATLAB
Building a model for estimating the probability of return shipment in an online store with ensemble classification
Face detection with sparse representation and SVM in Python
Designing a 4-input XOR gate layout
Designing an efficient method for hardware matrix multiplexing on FPGA
Implementing JPEG compression protocol in MATLAB
Designing a 4-bit CPU in VHDL
Pulse metering using infrared sensors
Implementation and control of a bilateral teleoperation system in MATLAB
Traffic Light Controller in ARM v7 Assembly