IBM

IBM Researchers Built a Machine Learning Model That can Help Harness the Power of Enzymes for Greener Chemistry

AI Paper Summary
The development of ecologically acceptable biochemical substitutes for industrial processes might be accelerated thanks to nature's molecular machinery. Enzymes are the master accelerators of nearly...

Yale University and IBM Researchers Introduce Kernel Graph Neural Networks (KerGNNs)

AI Paper Summary
Graph kernel approaches have typically been the most popular strategy for graph classification tasks. Graph kernels can be thought of as functions that measure...

IBM’s Approach Towards Preserving Adversarial Robustness of Machine Learning Systems

AI Paper Summary
In the real world, machine learning (ML) procedures can be sensitive to adversarial attacks. Algorithms take numeric vectors as inputs. A malicious attack is...

IBM Research Unveils ‘VTFET’: A Revolutionary New Chip Architecture Which is Two Times the Performance finFET

AI Paper Summary
On a silicon sheet, the most modern processors resemble expansive suburbs, with transistors stacked like blocks of dwellings. IBM attempts to flatten the entire...

IBM Research Introduces ‘CodeNet’: A Large-Scale Dataset Aimed at Teaching AI to Code For Machine Learning Models

AI Paper Summary
If you have checked your bank account, used a credit card, gone to the doctor, booked a ticket, paid your taxes, or bought anything...

IBM AI Introduces ‘VanDEEPol’: A Hybrid Model That Combines VDP with Recurrent Neural Networks (RNNs) To Predict Brain Activity

AI Paper Summary
'VanDEEPol', a hybrid AI/mechanistic model to predict brain activity and structure from imaging data, is IBM's most recent development in the field of brain...

New IBM Research Proposes Phase-Change Materials (PCMs) To Break The von Neumann Bottleneck For AI And Deep Learning Applications

AI Paper Summary
We live in a world where significant technological developments in processing technology have dramatically transformed our way of life, with rapid improvements in computing...

IBM Research Achieves Quantum Speed-Up in Supervised Machine Learning

AI Paper Summary
Quantum Machine Learning techniques have become quite popular in recent years among many computer scientists and physicists investigating their potential.  Machine learning algorithms have achieved...

IBM and University of Liverpool Researchers Introduce An AI Algorithm That Saves 500,000 CPU hours On Simulation And Quickly Identifies New Materials For Gas...

AI Paper Summary
IBM has created an algorithm that can intelligently tell the computer which simulations are worth running and focus resources on them. The hope is...

IBM and Earlham Institute Researchers Demonstrate The Power of AI And Machine Learning (ML) Based Models For Deeper Insight Into The Circadian Clock

AI Paper Summary
The research on the power of AI and machine learning-based approaches for better understanding the circadian clock and its regulation has been published by...

IBM And MJFF’s Latest AI Research Uses Machine Learning To Predict Progression Of Parkinson’s Disease

AI Paper Summary
New research by IBM researchers and Michael J. Fox Foundation for Parkinson’s Research (MJFF) published in Lancet Digital Health details an AI model that...

IBM Research Proposes ‘TITAN’: A T Cell Receptor Specificity Prediction Model With Bimodal Neural Networks

AI Paper Summary
Imagine trying to solve a puzzle with one billion pieces. Imagine the feeling of accomplishment when you finish it, and then imagine how frustrating...
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