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.

Social share preview for PEPITA - A Forward-Forward Alternative to Backpropagation

Upcoming Workshops

The TSP1 Neuromorphic Chip: Advancing Brain-Inspired Computing
Chris Eliasmith, Danny Rosen
November 11, 2025
8:00 - 9:00 EST

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.

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 Xylo and Rockpool

Hands-on with Xylo and Rockpool

Discover Xylo and Rockpool in a hands-on session with Dylan Muir, exploring cutting-edge neural computation architectures and signal processing.