Deep Learning with Yacine on MSN

Adadelta optimizer explained – Python tutorial for beginners & pros

Learn how to implement the Adadelta optimization algorithm from scratch in Python. This tutorial explains the math behind ...
Deep Learning with Yacine on MSN

Create a perceptron from scratch in Python – step by step tutorial

Learn how to build a perceptron from scratch in Python! This tutorial covers the theory, coding, and practical examples, helping you understand the foundations of neural networks and machine learning.
IEEE

On Automating FPGA Design Build Flow Using GitLab CI

Abstract: Building and testing software for embedded systems can be challenging with an impact on delivery time, design reproducibility, and collaboration among project contributors. To accelerate ...
GitHub

A new python native silicion architecture leveraging chiplets and fpga with a unified memory arena

PyNS: Python-Native Silicon PyNS is an experimental open-source architecture designed to execute Python logic directly in silicon. By moving the interpreter, memory management, and garbage collection ...
IEEE

An FPGA-Based Event-Driven SNN Accelerator for DVS Applications With Structured Sparsity and Early-Stop

Abstract: This paper proposed an algorithm-hardware co-design of an event-driven spiking neural network (SNN) accelerator for classification tasks of event-based data from dynamic vision sensors (DVS) ...
GitHub

Hardware-accelerated SHA-256 implemented on a PYNQ-Z2 FPGA. Includes custom SystemVerilog IP, AXI4-Lite/DMA integration, and Python/Jupyter interface. Achieves faster hashing ...

This repository contains the full implementation and documentation of a hardware-accelerated SHA-256 hashing engine developed as a final university project. The project leverages the Xilinx PYNQ-Z2 ...