PEPITA - A Forward-Forward Alternative to Backpropagation

Explore PEPITA, a forward-forward approach as an alternative to backpropagation, presented by Giorgia Dellaferrera. Learn about its advantages and implementation with PyTorch.

About the Speakers

Giorgia Dellaferrera

Giorgia Dellaferrera

PhD in computational neuroscience (ETH Zurich/IBM). Researches interplay of neuroscience & AI, focusing on learning mechanisms in brains and machines.
Jason Eshraghian

Jason Eshraghian

Assistant Professor at UC Santa Cruz, leading UCSC Neuromorphic Computing Group. Focuses on brain-inspired circuits for AI & SNNs. Maintainer of snnTorch.
Social share preview for PEPITA - A Forward-Forward Alternative to Backpropagation

Upcoming Workshops

No workshops are currently scheduled. Check back soon for new events!

Are you an expert in a neuromorphic topic? We invite you to share your knowledge with our community. Hosting a workshop is a great way to engage with peers and share your work.

Inspired? Share your work.

Share your expertise with the community by speaking at a workshop, student talk, or hacking hour. It’s a great way to get feedback and help others learn.

Related Workshops

Building Neuromorphic Applications Using Talamo

Building Neuromorphic Applications Using Talamo

This offers a sneak-peek into Innatera’s technology stack allowing application development from scratch and deploying it on mixed-signal neuromorphic hardware.

Does the Brain do Gradient Descent?

Does the Brain do Gradient Descent?

Explore the brain's potential use of gradient descent in learning processes with Konrad Kording in this engaging recorded session.

Hands-On with Nengo Applied Brain Research

Hands-On with Nengo Applied Brain Research

Dive into the world of applied brain research with Trevor Bekolay. Explore learning, memory, and neural simulations in this insightful recorded session