Siavash

ssamba. [SLT'24] The official implementation of SSAMBA: Self-Supervised Audio Representation Learning with Mamba State Space Model

neuro2semantic. [Interspeech2025] Official implementation of Neuro2Semantic A Transfer Learning Framework for Semantic Reconstruction of Continuous Language from Human Intracranial EEG

Stock-Market-Prediction. Predicting the price of Apple and Google stock using RNN, LSTM, GRU

Neural-Networks-and-Deep-Learning-Course-Projects. Projects for the Neural Networks and Deep Learning course

DQN-for-OpenAI-LunarLander-v2. LunarLander-v2 learning how to land efficiently using DQN and DDQN for training

Temperature-Sensors-in-Proteus. Simulations of RTD, thermocouple, Thermistor, and LM20 sensor in Proteus

Route-Planning-in-Tehran-with-Dynamic-Programming. Dynamic programming is used to determine the best (shortest) path between two desired points in the city of Tehran.

EEG-Signal-Processing.

Respiration-Sound-Classification. The project is about classifying respiration sounds as normal or abnormal using machine learning.

Transfer-Learning-Using-VGG19. In this project we will use a VGG19 network pretrained on the ImageNet dataset to classify a dataset containing images of dogs and cats

Generating-Text-using-LSTM. Generating text based on the Harry Potter novel using LSTM

Intelligent-Systems-Projects. Projects for the Intelligent Systems course

Object-Detection-Using-YOLOv5. Detecting bocce balls and labeling their color.

Blood-Sugar-Level-Control. Designing controllers to regulate blood sugar levels

Simulation-of-a-Chatroom-Using-Socket-Programming. The code is written in python and sets up a server and client side via socket programming

ADC-Implementation-in-STM32. Analog to digital converter code for STM32F4

Contextual-Embeddings-Using-HateBert-and-RNNs. We aim to clasify tweets based on three categories 0: hate, 1: offensive, 2: neutral. For this purpose we use HateBert pretrained model with RNNs as the trainable layers

Generating-Stuff-with-GANs-and-VAEs. Generating images in different contexts using GANs and Variational Autoencoders

EEG_Challenge. ICASSP 2024 EEG Challenge

Listen-Chat-Edit-on-Edge. Listen, Chat, Edit on Edge

Semantic-Segmentation-Using-Neural-Networks. Segmentation of image parts

Simulation-of-a-Smart-House. An IoT-based house managing system in the ThingsBoard IoT platform. Transferring data with the server by MQTT protocol.

Reinforcement-Learning-Based-Path-Planning-for-a-Robot. Using policy iteration for guiding a robot to find the optimal (safest and shortest) path between start and end point

Speech-Processing. Speech-to-digit and digit-to-speech conversion by signal processing techniques.

PWM-Generaton-Distance-Sensors-Pressure-Sensors. Measuring PWM frequency, measuring distance by ultrasound sensors, measuring pressure by pressure sensors with STM32F4 microcontroller

Control-of-Inverted-Pendulum. Designing a controller and observer for controlling an inverted pendulum in MATLAB

ARM-Processor_With_Forwarding_And_SRAM. The code for the ARM processor with forwarding and SRAM, and the synthesized code for implementation on EP2C70F672C8N FPGA board programmed through Quartus II.