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Fuerberg workshop - Agenda

Tuesday, 28 June 2022
CEST: 19:00

Workshop organization: Christian Mayr (TU Dresden), Anand Subramoney and David Kappel (both Ruhr University Bochum)

Meeting is SOLD OUT for on-site attendance

Please note: The meeting is sold out for onsite-attendance. It is still possible to register for attending the talks via video conference. Please select no accommodation for that option.

Topic

This workshop is a continuation of the "Fürberg workshop series" and is dedicated to discussions about and work on algorithms for neuromorphic hardware. The theme this year is “Hybrid AI - combining symbolic, deep learning and neuromorphic”.

Venue:

Hotel Fürberg Fürberg am Wolfgangsee Winkl 19 A-5340 St. Gilgen Austria Web: http://www.fuerberg.com, travel description on the hotel website and OpenStreetMap

Info: regular arrival on 28 June is possible until 21:00h. If you are going to arrive later, please contact the hotel in advance, so that you can get an access code to get to your room.

Registration fee

  • On-site attendance (including accommodation, coffee breaks, 3x lunch and 3x dinner. Beverages at lunch and dinner are not included) required a fee
  • Remote attendance was free of charge

To register:

Map

click here to show map

Group photo

Personal page

(Only for attendants, who registered for the meeting with their EBRAINS account): your meeting personal page is here.

CEST: 19:00‑20:00
(60 min)
 Dinner

Wednesday, 29 June 2022
CEST: 08:40
Workshop day I
CEST: 08:40‑08:55
(15 min)
 Intro Content and Organization(the presentation .pdf is accessible for meeting attendants from their 'personal page')Christian Mayr (TU Dresden)
CEST: 08:55‑09:00
(5 min)
 Intro Round Participantsall
CEST: 09:00
Talk Session I: Spiking Networks
CEST: 09:00‑09:20
(20+10 min)
 Efficient GPU training of SNNs show presentation.pdf (public accessible)James Knight (University of Sussex)
CEST: 09:30‑09:50
(20+10 min)
 Event-Based Machine Learning and Optimal ControlChristian Pehle (University of Heidelberg)
CEST: 10:00‑10:20
(20+10 min)
 Neural Circuit Policies: Machine Learning Inspired by the C. elegans Nervous System show presentation.pdf (public accessible)Mathias Lechner (IST Austria)
CEST: 10:30‑11:00
(30 min)
 Coffee Break
CEST: 11:00
Talk Session II: Hardware
CEST: 11:00‑11:20
(20+10 min)
 The SpiNNcloud: A platform to overlap three AI worlds in the third wave of AI(the presentation .pdf is accessible for meeting attendants from their 'personal page')Hector Andres Gonzalez Diaz (SpiNNcloud Systems GmbH)
CEST: 11:30‑11:50
(20+10 min)
 The Intelligence Processing Unit (IPU), a new tool to accelerate Artificial Intelligence and related Research show presentation.pdf (only with login + special group membership)Mario Michael Krell (Graphcore Ltd)
CEST: 12:00‑12:20
(20+10 min)
 neuromorphic AI - an automotive application view of event based processing show presentation.pdf (public accessible)Klaus Knobloch (Infineon AG)
CEST: 12:30‑13:30
(60 min)
 Lunch
CEST: 13:30‑15:30
(120 min)
 Workgroup Session I
CEST: 15:30‑16:00
(30 min)
 Coffee Break
CEST: 16:00
Talk Session III: Symbolic AI
CEST: 16:00‑16:20
(20+10 min)
 What kind of Neural Network Can Reach the Rigor of Symbolic Reasoning? A Case Study of Syllogism(the presentation .pdf is accessible for meeting attendants from their 'personal page')Tiansi Dong (Bonn University)
CEST: 16:30‑16:50
(20+10 min)
 Concept-based AGI show presentation.pdf (public accessible)Pei Wang (Temple University)
CEST: 17:00‑17:20
(20+10 min)
 Towards a Foundation for AGI show presentation.pdf (only with login + special group membership)Gary Marcus (New York University)
CEST: 19:00‑20:30
(90 min)
 Dinner

Thursday, 30 June 2022
CEST: 09:00
Workshop day II
CEST: 09:00
Talk Session IV: Distributed Sparse AI
CEST: 09:00‑09:20
(20+10 min)
 Pushing the Limits of Neural Network CompressionDan Alistarh (IST Austria)
CEST: 09:30‑09:50
(20+10 min)
 Activity-sparse inference and learning in recurrent neural networks show presentation.pdf (public accessible)Anand Subramoney (INI Bochum)
CEST: 10:00‑10:20
(20+10 min)
 Representations of uncertainty for inference and learning in neural networks show presentation.pdf (public accessible)David Kappel (INI Bochum)
CEST: 10:30‑11:00
(30 min)
 Coffee Break
CEST: 11:00
Talk Session V: Spiking Networks cont'd
CEST: 11:00‑11:20
(20+10 min)
 Exploring Robustness and Efficiency in Neural Systems with Spike-based Machine Intelligence.(the presentation .pdf is accessible for meeting attendants from their 'personal page')Priyadarshini Panda (Yale University)
CEST: 11:30‑11:50
(20+10 min)
 Using NeuroAI to optimize learning and computing efficiency of next-generation AIAngeliki Pantazi (IBM)
CEST: 12:00‑12:20
(20+10 min)
 On Memory in Spiking Neural Networks(the presentation .pdf is accessible for meeting attendants from their 'personal page')Robert Legenstein (TU Graz)
CEST: 12:30‑13:30
(60 min)
 Lunch
CEST: 13:30
Hiking Tour
CEST: 16:00‑18:00
(120 min)
 Workgroup Session II
CEST: 19:00‑20:30
(90 min)
 Dinner

Friday, 1 July 2022
CEST: 09:00
Workshop day III
CEST: 09:00‑10:30
(90 min)
 Workgroup Session III
CEST: 10:30‑11:00
(30 min)
 Coffee Break
CEST: 11:00‑12:30
(90 min)
 Wrap-Up Session: Workgroup presentation and next year planning
CEST: 12:30‑13:30
(60 min)
 Lunch
CEST: 13:30
End of the workshop
Contact: bjoern.kindler@kip.uni-heidelberg.de