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Falling Walls Falling Walls Science Summit 2022

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Reducing the Carbon Footprint of Artificial Intelligence: Breaking the Wall of Analog AI Technology

Pratik Kumar

2022 2022 Winner 2022 Winner | Emerging Talents Emerging Talents

Pratik Kumar’s research paves a new way for designing and synthesizing scalable & reconfigurable analogue accelerators that are orders of magnitude more energy and area-efficient than conventional digital accelerators.

Pratik Kumar

Indian Institute of Science

Pratik Kumar is a Doctoral Research Candidate at the Indian Institute of Science (IISc), NeuRonICS lab, Bengaluru, India. His research lies at the intersection of artificial intelligence algorithms, energy-efficient computational architectures, and emerging memory devices. As a Doctoral Fellow, he worked with Prof. Chetan Singh Thakur at the Indian Institute of Science and Prof. Shantanu Chakrabartty at Washington University in St. Louis, where he designed several novel architectures for machine learning and edge computing tasks that are truly inspired by the brain. Currently, his research focuses on addressing the overgrowing hardware bottleneck for artificial intelligence hardware through the analog route. The goal is to create a novel technological solution to cater to the needs of the present generation of students for designing ultra-low power, energy-efficient, and cost-effective analog accelerator chips for AI tasks that can be scaled across process technology nodes.

Reducing the Carbon Footprint of Artificial Intelligence: Breaking the Wall of Analog AI Technology
Pratik Kumar

The Dollie House & Falling Walls Foundation

Launch of the Falling Walls Engage Hub South Africa: “My brain has expanded”

Fundación Ciencia Joven

Falling Walls Engage Hub Argentina: “Advancing the development of the field”

Affordable Renewable Energy: Breaking the Wall of Solar Wind Hybrid
Nurudeen Issa

Using Solar Power for Computer Labs: Breaking the Wall of Digital Inequality
Carmen Noëlie Abla Eklou-Adegnoh

Accelerating Carbon Capture by Marine Ecosystems: Breaking the Wall of Oceanic CO2 Removal
Lorena Neira Ramírez

Facilitating the Space Sustainability: Breaking the Wall of Space Debris at Scale
Niklas Wendel

Pyrolysis to Produce Diesel Fuel: Breaking the Wall of Plastic Waste
Koffi Alain Fabrice Kouamé

Improving Soil Fertility in Arid Lands: Breaking the Wall of Food Security
Batool Albar

VR Based Walk Stimulation Device: Breaking the Wall of Remote Rehabilitation
Lilit Guroghlyan

Reducing Carbon Footprint of Architectural Projects: Breaking the Wall of Low-CO2 Buildings
Taís de Moraes Alves

Biodegradable Sanitary Towels: Breaking the Wall of Menstrual Health
Bonface Jiveri

Investigating Schizophrenia with Brain-on-a-Chip: Breaking the Wall of Single Neuroscience
Enrico Patrono

Sustainable Production of Fossil Fuel Alternatives: Breaking the Wall of Clean Hydrogen
Sarah Martell

Improving Osteoporosis Treatment with TiCu Alloy Fixation Screws: Breaking the Wall of Osteoporotic Break
Xiyue Zhang

Preventing Secondary Bleeding with Superhydrophobic Hemostatic Device: Breaking the Wall of Pre-Hospital Trauma
Vishnu Sunil

Optimizing Radiation Dose and Image Quality in Radiology: Breaking the Wall of Stochastic Effects
Hamza Sekkat

Ensuring a Reliable Supply of Renewable Energy: Breaking the Wall of Battery Lifetime
Tina Taskovic

Accessing Air Pollution Data: Breaking the Wall of Exposure Assessment
Natalie Kille

Graphene Production from Industrial Flue Gases: Breaking the Wall of CO2 Utilisation
Nikhil Kunati

Accelerating Cancer Research with Multi-Organ-on-Chip: Breaking the Wall of Preclinical Studies
Agnieszka Zuchowska

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Falling Walls Falling Walls Science Summit 2022
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