Neuromorphic Computing

My research paper „Efficient Implementation of Spiking Neural Networks for Inference using Ex-Situ Training“ was published in the IEEE Access (IF 3.4) journal today. Abstract: This paper introduces a novel method for designing and simulating neuromorphic circuits for inference tasks, utilizing spiking neural networks (SNNs) trained ex-situ to offer practical advantages in efficiency and accuracy. [...]

Today was my last working day as a postdoctoral researcher at TU Chemnitz, where I had been researching in the area of neuromorphic computing for the past six months. It was a very interesting endeavor, and I am grateful to have been part of it. I worked on the „Print the Brain“ project (which was [...]

Today, exactly 5 months since I started working as a neuromorphic computing researcher at pmTUC, my first research paper in this field, „SNNtrainer3D: Training Spiking Neural Networks using a User-friendly Application with 3D Architecture Visualization Capabilities“ was published in the MDPI’s Applied Sciences journal. Abstract: Spiking Neural Networks have gained significant attention due to their [...]

Did you know that you can use Python to simulate neuromorphic circuits completely? I discovered this recently in my current job as a researcher in neuromorphic computing. A few months ago, after doing some state-of-the-art reading regarding neuromorphic circuits, I planned to experiment with designing and simulating neuromorphic circuits. The easiest way to start was [...]

A few days ago, I visited LOPEC (Large-area, Organic & Printed Electronics Convention) held in Munich from March 5-7, 2024. This event is recognized as the world’s leading exhibition and conference for flexible, organic, and printed electronics. It brings together industry leaders, manufacturers, engineers, suppliers, and key decision-makers in the field, providing a global platform [...]

After a long break from intense work and spending a few months in India, on 01 February 2024, I accepted a new job offer and started working as a Researcher in Neuromorphic Computing at the Institute of Print and Media Technology from Chemnitz University of Technology (pmTUC). The main reason I think this role is [...]

Recently, I discovered a new interesting research area: neuromorphic circuits. Seems like the most interesting electronic circuit component used for designing neuromorphic circuits is the memristor, known as being the 4th electronic circuit component near the resistor, capacitor, and inductor. Its first concept was proposed theoretically in 1971 by Professor Leon Chua at the University [...]