34 citations · 153 across the 43 of their papers we have counts for
9 papers · 1 filter
3D-Image Reconstruction using MIMO-SAR FMCW Radar
Ayush Jha, Dhanireddy Chandrika, Chandra Sekhar Seelamantula +1
With the advancement of millimeter-wave radar technology, Synthetic Aperture Radar (SAR) imaging at millimeter-wave frequencies has gained significant attention in both academic re…
EventSSEG: Event-driven Self-Supervised Segmentation with Probabilistic Attention
Lakshmi Annamalai, Chetan Singh Thakur
Road segmentation is pivotal for autonomous vehicles, yet achieving low latency and low compute solutions using frame based cameras remains a challenge. Event cameras offer a promi…
HOMI: Ultra-Fast EdgeAI platform for Event Cameras
Shankaranarayanan H, Satyapreet Singh Yadav, Adithya Krishna +3
Event cameras offer significant advantages for edge robotics applications due to their asynchronous operation and sparse, event-driven output, making them well-suited for tasks req…
When Routers, Switches and Interconnects Compute: A processing-in-interconnect Paradigm for Scalable Neuromorphic AI
Madhuvanthi Srivatsav, Chiranjib Bhattacharyya, Shantanu Chakrabartty +1
Routing, switching, and the interconnect fabric are essential components in implementing large-scale neuromorphic computing architectures. While this fabric plays only a supporting…
Higher-Order Neuromorphic Ising Machines -- Autoencoders and Fowler-Nordheim Annealers are all you need for Scalability
Faiek Ahsan, Saptarshi Maiti, Zihao Chen +8
We report a higher-order neuromorphic Ising machine that exhibits superior scalability compared to architectures based on quadratization, while also achieving state-of-the-art qual…
Neural Signal Compression using RAMAN tinyML Accelerator for BCI Applications
Adithya Krishna, Sohan Debnath, Madhuvanthi Srivatsav +3
High-quality, multi-channel neural recording is indispensable for neuroscience research and clinical applications. Large-scale brain recordings often produce vast amounts of data t…
Enhancing Celestial Imaging: High Dynamic Range with Neuromorphic Cameras
Satyapreet Singh Yadav, Nirupam Roy, Chetan Singh Thakur
Conventional frame-based cameras often struggle with limited dynamic range, leading to saturation and loss of detail when capturing scenes with significant brightness variations. N…
Neuromorphic Cameras in Astronomy: Unveiling the Future of Celestial Imaging Beyond Conventional Limits
Satyapreet Singh Yadav, Bikram Pradhan, Kenil Rajendrabhai Ajudiya +4
To deepen our understanding of optical astronomy, we must advance imaging technology to overcome conventional frame-based cameras' limited dynamic range and temporal resolution. Ou…
Neuromorphic Retina: An FPGA-based Emulator
Prince Philip, Pallab Kumar Nath, Kapil Jainwal +2
Implementing accurate models of the retina is a challenging task, particularly in the context of creating visual prosthetics and devices. Notwithstanding the presence of diverse ar…