Rainer Engelken - Using Dynamical Systems Theory to Improve Surrogate Gradient Learning in SNNs

This talk was part of SNUFA 2024. See more at http://snufa.net/2024

Filippo Moro - On the role of temporal hierarchy in Spiking Neural Networks
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Filippo Moro - On the role of temporal hierarchy in Spiking Neural Networks

Cognitive and behavioral attractors: dynamical systems theory as a lens for systems neuroscience
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Cognitive and behavioral attractors: dynamical systems theory as a lens for systems neuroscience

W5 V2 - Surrogate gradients
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W5 V2 - Surrogate gradients

Yann LeCun's $1B Bet Against LLMs [Part 1]
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Yann LeCun's $1B Bet Against LLMs [Part 1]

Memory, agency, and learning in biological and AI systems with Michael Levin and Katrina Schleisman
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Memory, agency, and learning in biological and AI systems with Michael Levin and Katrina Schleisman

Why Aliens Would NEVER Invade Africa
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Why Aliens Would NEVER Invade Africa

How To Think SO CLEARLY People Assume You're A Genius
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How To Think SO CLEARLY People Assume You're A Genius

Welcome - Dynamical Systems | Intro Lecture
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Welcome - Dynamical Systems | Intro Lecture

The Strange Math That Predicts (Almost) Anything
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The Strange Math That Predicts (Almost) Anything

Visualizing transformers and attention | Talk for TNG Big Tech Day '24
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Visualizing transformers and attention | Talk for TNG Big Tech Day '24

Gradient descent, how neural networks learn | Deep Learning Chapter 2
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Gradient descent, how neural networks learn | Deep Learning Chapter 2

Jason Eshraghian - Neuromorphic LLMs
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Jason Eshraghian - Neuromorphic LLMs

1: Introduction to Neural Networks and Deep Learning; Training Deep NNs
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1: Introduction to Neural Networks and Deep Learning; Training Deep NNs

Judge Can’t Stop Laughing At Sovereign Citizen’s Courtroom Meltdown!!!
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Judge Can’t Stop Laughing At Sovereign Citizen’s Courtroom Meltdown!!!

God Says:"TAKE THIS MESSAGE SERIOUSLY, BECAUSE ONLY YOU ARE SEEING IT"/God Message Now/God Message
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God Says:"TAKE THIS MESSAGE SERIOUSLY, BECAUSE ONLY YOU ARE SEEING IT"/God Message Now/God Message

Anna Levina - Timescales: flexible in biological neural systems, useful for computations
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Anna Levina - Timescales: flexible in biological neural systems, useful for computations

Talk: Surrogate gradients as a link between connectivity and computational function in spiking neur…
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Talk: Surrogate gradients as a link between connectivity and computational function in spiking neur…

Behavior of Gradient-Based Optimization Methods in Nonconvex Landscapes: A Dynamical Systems Perspec
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Behavior of Gradient-Based Optimization Methods in Nonconvex Landscapes: A Dynamical Systems Perspec

Event-Based Simulation of Spiking Neural Networks | Rainer Engelken | JuliaCon 2017
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Event-Based Simulation of Spiking Neural Networks | Rainer Engelken | JuliaCon 2017

How AI Cracked the Protein Folding Code and Won a Nobel Prize
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How AI Cracked the Protein Folding Code and Won a Nobel Prize