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](/workshops/neuromorphic-intermediate-representation/neuromorphic-intermediate-representation_hu48873d5c308387144cfba5b7b62b5dd6_854355_500x0_resize_q90_h2_lanczos_3.webp)
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](/workshops/northpole-ibm-neural-inference-fronteir-energy-space-time/ibm-northpole-workshop_hudcbb060e4bc8976d8e53b56567153018_721305_500x0_resize_q90_h2_lanczos_3.webp)
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](/workshops/hybrid-learning-event-based-visual-motion-detection-tracking-pedestrians/visual-motion-tracking_hu5d7edd8691030d03b2ccc45c3b28466c_612706_500x0_resize_q90_h2_lanczos_3.webp)
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](/workshops/programming-scalable-neuromorphic-algorithms-fugu-brad-aimone/fugu-neuromorphic-algorithyms_hu13940d3d9ae081d104a00f8877fe564f_491376_500x0_resize_q90_h2_lanczos_3.webp)
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](/workshops/spyx-hackathon-speeding-up-neuromorphic-computing/workshop-thumbnail-default_hu3b94f739c7eb46306cfda7da871f0a96_723865_500x0_resize_q90_h2_lanczos_3.webp)
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](/workshops/making-neuromorphic-computing-mainstream-timoleon-moraitis/workshop-thumbnail-default_huc06f2b16dc41d244a41fd10ae0676f5d_515051_500x0_resize_q90_h2_lanczos_3.webp)
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](/workshops/talamo-george-innatera/workshop-thumbnail-default_hu4f3aaeb311454bc832df2a94b4f071dc_473600_500x0_resize_q90_h2_lanczos_3.webp)
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](/workshops/whats-catching-your-eye-visual-attention-mechanism-giulia-dangelo/open-neuromorphic-thumbnail-giulia_huc3ed4a1a540fa0de281345052b543921_790482_500x0_resize_q90_h2_lanczos_3.webp)
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](/workshops/from-c-c++-to-dynamically-scheduled-circuits-lana-josipovic/from-c-c++-to-dynamically-scheduled-circuits_hu4215f364bafe1752f0dd966c8975c9a5_761668_500x0_resize_q90_h2_lanczos_3.webp)
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?](/workshops/does-the-brain-do-gradient-descent-konrad-kording/does-the-brain-do-gradient-descent_hu0c9f0414133241a7514dcd5ef5b1f43e_732347_500x0_resize_q90_h2_lanczos_3.webp)
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](/workshops/low-power-spiking-neural-network-processing-systems-extreme-edge-applications-federico-corradi/low-power-snn-processing_hu4b8b09475e17f709d850cda9abb35ca2_814738_500x0_resize_q90_h2_lanczos_3.webp)
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](/workshops/lava-open-source-framework-developing-neuro-applications-andreas-wild-mathis-richter/lava-open-source-framework_hua268410421890d341b84a3f02cc6ef41_656158_500x0_resize_q90_h2_lanczos_3.webp)
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](/workshops/hands-on-with-xylo-rockpool-dylan-muir/hands-on-xylo-rockpool_hu090235fd4c5d59d09ce2cb30dbb363e0_601079_500x0_resize_q90_h2_lanczos_3.webp)
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](/workshops/hands-on-with-sinabs-speck-gregor-lenz/hands-on-sinabs-speck_huc655bcb6f57ce2d10fc6f8509fff38ad_745048_500x0_resize_q90_h2_lanczos_3.webp)
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](/workshops/evolutionary-optimization-neuromorphic-systems-catherine-schuman/evolutionary-optimization-for-neuromorphic-systems_hud584ac33f5f41d1a1ad1b877df1e22d3_588370_500x0_resize_q90_h2_lanczos_3.webp)
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](/workshops/towards-training-robust-computer-vision-models-neurographic-hardware/thumbnail_hu914ce1c8979e45cf737ad047c747ce1d_683636_500x0_resize_q90_h2_lanczos_3.webp)
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](/workshops/hands-on-with-snntorch-jason-eshraghian/hands-on-snntorch_hu531d34a4579943cfb8d85a279e896df9_559603_500x0_resize_q90_h2_lanczos_3.webp)
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](/workshops/pepita-forward-forward-alternative-backpropagation-giorgia-dellaferrera-pepita/pepita_hu09c1723c7bc4aed195370228e36d693e_751625_500x0_resize_q90_h2_lanczos_3.webp)
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](/workshops/hands-on-with-nengo-applied-brain-research-trevor-bekolay/hands-on-nengo_hu921d9a4b81812add04c06910c611b8fd_714388_500x0_resize_q90_h2_lanczos_3.webp)
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