Understanding Complex-Valued AI

This section contains a series of SPAI Group's expositions (or resources) that focus on Understanding Complex-valued AI.

Title	Speaker(s)	Resources
Introduction
Introduction to AI	Prof. Mahesh Mohan M R (external talk)	[Slides] [Code] [Certificate]
Introduction to Complex-valued AI	Arjun Singh	[Slides]
Building Blocks of AI
An Overview of Neural Network Layers - Part 1	Sayan Ghosh	[Slides]
An Overview of Neural Network Layers - Part 2	Arjun Singh	[Slides]
An Overview of Loss Functions	Ashmit A Raj	[Slides]
Optimization and Convergence
On Optimizing Complex-valued Neural Network	Amara Datta Dola	[Slides]

Related Publications

1. Deep Dynamic Scene Deblurring for Unconstrained Dual-lens Cameras; Mahesh Mohan M. R., G K Nithin, and A. N. Rajagopalan; IEEE Transactions on Image Processing, 2021 paper / bib

Nothing in life is to be feared, it is only to be understood. Now is the time to understand more, so that we may fear less. -- Marie Curie, Nobel Laureate in Chemistry