PA2BLO

PA2BLO

An ultra-low-power wearable badge for voice interaction, highlighting 500 Hz speaker authentication and a supercapacitor-based design that charges in 1 minute and lasts over a day with 2+ hours of active use.

ResponsiveSNNs

ResponsiveSNNs: Fall Detection

Improving fall detection using spiking neural networks for more energy-efficient and faster-responsive inference on resource-constrained wearable devices.

u-Bat
Low-power Neuromorphic cochlea Audio classification Embedded AI

u-Bat

u-Bat is a deployable edge system to detect and classify audio signatures with an ultra-low-power, lightweight acoustic classifier based on a neuromorphic cochlear model. It was also piloted in Dihing Patkai, Assam, in the context of timber logging.

Dhvani

Dhvani

A low-cost, portable ultrasound imaging system with super-resolution capability, combining hardware development, testing, and software support. (GitHub: 13 stars.)

pointSpectra

pointSpectra

A portable, handheld photospectrometer built as a low-cost, open-source platform for absorbance measurement and analyte sensing.

Open hardware development

EMI Sensing Board

EMI Sensing Board

Low-noise sensing board design for EMI-related measurements.

IIITDuino

IIITDuino

A custom embedded board platform for prototyping and experimentation (inspired by Arduino UNO dev boards).

Constant Current LED Driver

Constant Current LED Driver

Breakout and driver design for controlled constant-current LED operation.

Custom Libraries

Custom Libraries

Reusable custom hardware libraries and breakout boards for IC testing.