Neuromorphic Workshops
Dive into the world of Neuromorphic Computing and Robotics at Open Neuromorphic's Workshops. Explore visual attention mechanisms, innovative hardware design, and more with expert speakers.
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C-DNN and C-Transformer: mixing ANNs and SNNs for the best of both worlds
- Sangyeob Kim
- 2024, May 4
Join us for a talk by Sangyeob Kim, Postdoctoral researcher at KAIST, on designing efficient accelerators that mix SNNs and ANNs.
C-DNN and C-Transformer: mixing ANNs and SNNs for the best of both worlds
- Sangyeob Kim
- 2024, May 4
Join us for a talk by Sangyeob Kim, Postdoctoral researcher at KAIST, on designing efficient accelerators that mix SNNs and ANNs.
Advances in Neuromorphic Visual Place Recognition
- Tobias Fischer
- 2024, April 18
Tobias Fischer shares advances in neuromorphic visual place recognition.
Accelerating Inference and Training at the Edge
- Maxence Ernoult
- 2024, March 5
Join us for a talk by Maxence Ernoult, Research Scientist at Rain, on accelerating inference and training at the edge.
The ELM Neuron: An Efficient and Expressive Cortical Neuron Model Can Solve Long-Horizon Tasks
- Aaron Spieler
- 2024, February 27
Aaron tells us about the Expressive Leaky Memory (ELM) neuron model, a biologically inspired phenomenological model of a cortical neuron.
NIR: A unified instruction set for brain-inspired computing
- Jens E. Pedersen
- 2024, February 5
We show how to use the Neuromorphic Intermediate Representation to migrate your spiking model onto neuromorphic hardware.
IBM NorthPole - Neural inference at the frontier of energy, space, and time
- Carlos Ortega-Otero
- 2024, January 25
NorthPole outperforms all prevalent architectures, even those that use more-advanced technology processes.
Hybrid Learning for Event-based Visual Motion Detection and Tracking of Pedestrians
- Cristian Axenie
- 2024, January 15
Revolutionize traffic safety with neuromorphic visual sensing. Explore award-winning solutions for pedestrian detection and tracking, emphasizing sustainability and city-level deployment. Join Dr. Cristian Axenie in this groundbreaking AI exploration
Programming Scalable Neuromorphic Algorithms with Fugu
- Brad Aimone
- 2023, December 19
Explore neural-inspired computing with Brad Aimone, a leading neuroscientist at Sandia Labs. Join us for insights into next-gen technology and neuroscience.
Spyx Hackathon: Speeding up Neuromorphic Computing
- Kade Heckel
- 2023, December 13
Explore the power of Spyx in a hands-on hackathon session and dive into the world of neuromorphic frameworks with Kade Heckel.
Making Neuromorphic Computing Mainstream
- Timoleon Moraitis
- 2023, November 16
Join us for a workshop with Timoleon Moraitis, research group leader in neuromorphic computing, at the interface of computational neuroscience with artificial intelligence.
Building Neuromorphic Applications Using Talamo
- George Vathakkattil Joseph, Innatera
- 2023, October 23
This offers a sneak-peek into Innatera’s technology stack allowing application development from scratch and deploying it on mixed-signal neuromorphic hardware.
What's Catching Your Eye? The Visual Attention Mechanism
- Giulia D'Angelo
- 2023, September 26
Delve into the world of visual attention mechanisms with Giulia D'Angelo as she explores the interplay of bottom-up and top-down processes, offering insights into bio-inspired models for enhanced robotic perception and interaction.
From C/C++ to Dynamically Scheduled Circuits
- Lana Josipović
- 2023, July 19
Explore the journey from C/C++ to Dynamically Scheduled Circuits with Lana Josipović, an expert in high-level synthesis and reconfigurable computing. Join her recorded workshop session on innovative hardware design techniques.
Does the Brain do Gradient Descent?
- Konrad Kording
- 2023, July 11
Explore the brain's potential use of gradient descent in learning processes with Konrad Kording in this engaging recorded session.
Low-power Spiking Neural Network Processing Systems for Extreme-Edge Applications
- Federico Corradi
- 2023, June 8
Join Dr. Federico Corradi as he explores low-power spiking neural network processing systems, offering insights into energy-efficient computing for extreme-edge applications.
Lava: An Open-Source Software Framework for Developing Neuro-Inspired Applications
- Andreas Wild, Mathis Richter
- 2023, May 31
Discover Lava, an open-source software framework for neuro-inspired applications, presented by Andreas Wild and Mathis Richter. Dive into the future of neuromorphic computing.
Hands-on with Xylo and Rockpool
- Dylan Muir
- 2023, April 26
Discover Xylo and Rockpool in a hands-on session with Dylan Muir, exploring cutting-edge neural computation architectures and signal processing.
Hands-On with Sinabs and Speck
- Gregor Lenz
- 2023, April 4
Join Gregor Lenz for an engaging hands-on session featuring Sinabs and Speck. Explore the world of neuromorphic engineering and spike-based machine learning.
Evolutionary Optimization for Neuromorphic Systems
- Catherine Schuman
- 2023, March 21
Dive into evolutionary optimization techniques for neuromorphic systems with Catherine Schuman, an expert in the field. Watch the recorded workshop for valuable insights.
Towards Training Robust Computer Vision Models for Neuromorphic Hardware
- Gregor Lenz
- 2023, March 10
Join Gregor Lenz as he delves into the world of event cameras and spiking neural networks, exploring their potential for low-power applications on SynSense's Speck chip. Discover the challenges in data, training, and deployment stages. Don't miss this talk on training robust computer vision models for neuromorphic hardware.
Hands-On with snnTorch
- Jason Eshraghian
- 2023, March 2
Join Jason Eshraghian for an engaging hands-on session featuring snnTorch. Explore the world of neuromorphic engineering.
PEPITA - A Forward-Forward Alternative to Backpropagation
- Giorgia Dellaferrera
- 2023, February 14
Explore PEPITA, a forward-forward approach as an alternative to backpropagation, presented by Giorgia Dellaferrera. Learn about its advantages and implementation with PyTorch.
Hands-On with Nengo Applied Brain Research
- Trevor Bekolay
- 2023, January 26
Dive into the world of applied brain research with Trevor Bekolay. Explore learning, memory, and neural simulations in this insightful recorded session