Pytorch implementation of TRAM: Training Approximate Multiplier Structures for Low-Power AI Accelerators
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Updated
May 6, 2026 - Python
Pytorch implementation of TRAM: Training Approximate Multiplier Structures for Low-Power AI Accelerators
A battery-powered E-Paper weather station using ESPHome and Home Assistant.
An e-ink photo frame that runs forever.
A low-power ESP32-based battery monitor and weather display built with ESPHome and designed for easy integration with Home Assistant. This project turns a WeMos LOLIN D32 board into a smart, ultra-efficient sensor node that reads and displays battery voltage, charge status, environmental data, and weather forecasts on a Waveshare ePaper display.
🔧 Build a modular, power-aware firmware system for STM32 with CLI dashboard, logging, and sensor abstraction for efficient embedded solutions.
Low-power BCD adder in 45nm CMOS achieving 68% power reduction | M.Tech VLSI Thesis project
VLSI Design Project as part of Purdue's ECE559 Coursework
A configurable Arithmetic Logic Unit (ALU) supporting 12 operations with parameterized data width. Designed with low-power techniques including clock gating and operand isolation. Simulated using Xilinx Vivado WebPACK with waveform verification.
📂 Portfolio of embedded projects with MSP430G2553 board.
📱 Reclaiming childhood from digital addiction. An open-source, minimalist mobile phone ecosystem designed for safety, privacy, and real-world connection. No algorithms. No distractions. Just utility. 🌿✨
This repository contains the design, simulation, and analysis of a CMOS Inverter using industry-standard tools like Cadence Virtuoso. The project focuses on understanding and optimizing the fundamental building block of digital circuits—the CMOS inverter.
Area-efficient approximate comparators (4–32 bit) with Verilog RTL, testbenches, and analysis.
Low-Power Audio Amplifier (Hearing Aid Prototype) using BJTs (BC547/BC337). Operates on 1.5V with >40dB gain. Validated via LTspice.
Run AI models offline without relying on internet access or cloud infrastructure.
TCL-based heuristic engine for Post-Synthesis Leakage Power Optimization using Synopsys Design Compiler. Implements a Slack-Aware Batch & Revert algorithm.
Smart, low-power sensor hub for STM32F446RE with modular sensor APIs, dynamic power-mode sampling, cooperative scheduler, UART CLI, and full documentation.
This project is a part of the report for my 7th semester program elective (EC-4152 Low Power VLSI Design).
This repository supports participatory co-creation of an AI SMS prototype using low-power AI and feature phones to generate short message texts for advancing environmental justice among the Ogiek people in Mau Forest, Kenya. It also includes tools and resources that can be customized for non-extractive, participatory research and ethical co-design
Embedded systems research exploring power–performance–thermal tradeoffs, including DVFS, thermal-aware scheduling, and low-power design techniques for real-time systems.
ESP32-based Electronic Badge with custom ST7789 driver, AJAX web-configurator, and optimized Light Sleep battery management
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