NICE 2024 - Agenda
(show all abstracts)Tuesday, 23 April 2024 | |||
PDT: 08:00 JST: Wed, 24 Apr 00:00 | NICE 2024-- day 1NICE 2024Registration(The meeting is over, no registration is possible any longer. For future NICE, please see https://niceworkshop.org) Venue
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PDT: 08:00 JST: Wed, 24 Apr 00:00 | NICE 2024 agendaTimes listed are Pacific Daylight Time (PDT). It is also possible to show the agenda with other time zones listed, which are relevant for: Africa, America, Australia, China, Europe, India, Japan | ||
PDT: 08:00‑08:30 JST: Wed, 24 Apr 00:00‑00:30 (30 min) | Registration and breakfast | ||
PDT: 08:30‑08:45 JST: Wed, 24 Apr 00:30‑00:45 (15+5 min) | Welcome and opening | Gert Cauwenberghs, Duygu Kuzum, Tajana Rosing (Institute for Neural Computation and Jacobs School of Engineering, UC San Diego) Miroslav Krstić (Associate Vice Chancellor for Research, UC San Diego) | |
PDT: 08:50‑09:35 JST: Wed, 24 Apr 00:50‑01:35 (45+5 min) | Organisers round | Members of the organising committees | |
PDT: 09:40‑10:25 JST: Wed, 24 Apr 01:40‑02:25 (45+5 min) | Keynote: Brains and AI show presentation.pdf (public accessible) show talk video | Terry Sejnowski (Salk Institute for Biological Studies) | |
PDT: 10:30‑11:00 JST: Wed, 24 Apr 02:30‑03:00 (30 min) | Break | ||
PDT: 11:00‑11:25 JST: Wed, 24 Apr 03:00‑03:25 (25+5 min) | Biological Dynamics Enabling Training of Binary Recurrent Networks show presentation.pdf (public accessible) show talk video Publication DOI: 10.1109/NICE61972.2024.10549632 | William Chapman (Sandia National Laboratories) | |
PDT: 11:30‑11:40 JST: Wed, 24 Apr 03:30‑03:40 (10+5 min) | Towards Convergence Intelligence – neuromorphic engineering and engineered organoids for neurotechnology show presentation.pdf (public accessible) show talk video | Dr. Grace Hwang (Program Director, National Institutes of Health (NIH)/National Institute of Neurological Disorders and Stroke (NINDS)/ U.S. BRAIN Initiative) | |
PDT: 11:45‑12:10 JST: Wed, 24 Apr 03:45‑04:10 (25+5 min) | Invited talk: Learning algorithms for spiking and physical neural networks show presentation.pdf (public accessible) show talk video | Friedemann Zenke (Friedrich Miescher Institute for Biomedical Research & University of Basel) | |
PDT: 12:15‑12:30 JST: Wed, 24 Apr 04:15‑04:30 (15 min) | Poster teasers 1-min "this is my poster content" teasers
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PDT: 12:30‑14:00 JST: Wed, 24 Apr 04:30‑06:00 (90 min) | Poster-lunch (posters + finger food)
Posters
Talk-Posters
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PDT: 14:00‑14:25 JST: Wed, 24 Apr 06:00‑06:25 (25+5 min) | SQUAT: Stateful Quantization-Aware Training in Recurrent Spiking Neural Networks show talk video Publication DOI: 10.1109/NICE61972.2024.10549198 | Sreyes Venkatesh (UC Santa Cruz) | |
PDT: 14:30‑14:40 JST: Wed, 24 Apr 06:30‑06:40 (10+5 min) | Expressive Dendrites in Spiking Networks show presentation.pdf (public accessible) show talk video Publication DOI: 10.1109/NICE61972.2024.10548485 | Mark Plagge (Sandia National Laboratories) | |
PDT: 14:45‑15:10 JST: Wed, 24 Apr 06:45‑07:10 (25+5 min) | Text-to-Events: Synthetic Event Camera Streams from Conditional Text Input show presentation.pdf (public accessible) video (restricted access) Publication DOI: 10.1109/NICE61972.2024.10549580 | Shih-Chii Liu (Institute of Neuroinformatics, University of Zurich and ETH Zurich) | |
PDT: 15:15‑15:45 JST: Wed, 24 Apr 07:15‑07:45 (30 min) | Break | ||
PDT: 15:45‑16:10 JST: Wed, 24 Apr 07:45‑08:10 (25+5 min) | Embracing the Hairball: An Investigation of Recurrence in Spiking Neural Networks for Control show presentation.pdf (public accessible) show talk video Publication DOI: 10.1109/NICE61972.2024.10548512 | Katie Schuman (University of Tennessee) | |
PDT: 16:15‑17:00 JST: Wed, 24 Apr 08:15‑09:00 (45 min) | Open mic / discussion -- day I speakers | ||
PDT: 17:00‑17:30 JST: Wed, 24 Apr 09:00‑09:30 (30 min) | Misha Mahowald Prizes show talk video
| Tobi Delbruck (Inst. for Neuroinformatics, UZH-ETH Zurich) | |
PDT: 17:30‑18:00 JST: Wed, 24 Apr 09:30‑10:00 (30 min) | Misha Mahowald Prizes show talk video
| Carver Mead (California Institute of Technology) | |
PDT: 18:00‑19:00 JST: Wed, 24 Apr 10:00‑11:00 (60 min) | Reception and celebration of 35+ years of neuromorphic engineering |
Wednesday, 24 April 2024 | |||
PDT: 08:00 JST: Thu, 25 Apr 00:00 | NICE 2024 - Day II | ||
PDT: 08:00‑08:30 JST: Thu, 25 Apr 00:00‑00:30 (30 min) | Breakfast | ||
PDT: 08:30‑09:15 JST: Thu, 25 Apr 00:30‑01:15 (45+5 min) | Keynote: Hearing with Silicon Cochleas | Shih-Chii Liu (Institute of Neuroinformatics, University of Zurich and ETH Zurich) | |
PDT: 09:20‑09:30 JST: Thu, 25 Apr 01:20‑01:30 (10+5 min) | Explaining Neural Spike Activity for Simulated Bio-plausible Network through Deep Sequence Learning show presentation.pdf (public accessible) show talk video Publication DOI: 10.1109/NICE61972.2024.10549689 | Shruti R Kulkarni (Oak Ridge National Laboratory) | |
PDT: 09:35‑10:00 JST: Thu, 25 Apr 01:35‑02:00 (25+5 min) | Invited talk: Hardware Accelerators for Brain-Inspired Computing show talk video | John Arthur (IBM Research) | |
PDT: 10:05‑10:30 JST: Thu, 25 Apr 02:05‑02:30 (25+5 min) | Hardware-aware Few-shot Learning on a Memristor-based Small-world Architecture show presentation.pdf (public accessible) show talk video Publication DOI: 10.1109/NICE61972.2024.10548824 | Karthik Charan Raghunathan (Institute of Neuroinformatics, ETH and UZH Zurich) | |
PDT: 10:35‑11:05 JST: Thu, 25 Apr 02:35‑03:05 (30 min) | Break | ||
PDT: 11:05‑11:30 JST: Thu, 25 Apr 03:05‑03:30 (25+5 min) | Spiking Physics-Informed Neural Networks on Loihi-2 Publication DOI: 10.1109/NICE61972.2024.10548180 | Brad Theilman (Sandia National Laboratories) | |
PDT: 11:35‑11:45 JST: Thu, 25 Apr 03:35‑03:45 (10+5 min) | jaxsnn: Event-driven Gradient Estimation for Analog Neuromorphic Hardware show presentation.pdf (public accessible) show talk video Publication DOI: 10.1109/NICE61972.2024.10548709 | Eric Müller (BrainScaleS, Heidelberg University) | |
PDT: 11:50‑12:00 JST: Thu, 25 Apr 03:50‑04:00 (10+5 min) | Late-breaking-news: Distributed Neural State Machines on Loihi 2 show presentation.pdf (public accessible) | Alpha Renner (Forschungszentrum Jülich, Germany) | |
PDT: 12:05‑12:20 JST: Thu, 25 Apr 04:05‑04:20 (15 min) | Poster teasers 1-min "this is my poster content" teasers
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PDT: 12:20‑12:30 JST: Thu, 25 Apr 04:20‑04:30 (10 min) | Group photo | ||
PDT: 12:30‑14:00 JST: Thu, 25 Apr 04:30‑06:00 (90 min) | Poster-lunch (posters + finger food)
Posters
Talk-Posters
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PDT: 14:00‑14:10 JST: Thu, 25 Apr 06:00‑06:10 (10+5 min) | Quantized Context Based LIF Neurons for Recurrent Spiking Neural Networks in 45nm show presentation.pdf (public accessible) show talk video Publication DOI: 10.1109/NICE61972.2024.10548306 | Sai Sukruth Bezugam (Department of Electrical and Computer Engineering, University of California Santa Barbara) | |
PDT: 14:15‑14:40 JST: Thu, 25 Apr 06:15‑06:40 (25+5 min) | Compositional Factorization of Visual Scenes with Convolutional Sparse Coding and Resonator Networks show presentation.pdf (public accessible) show talk video Publication DOI: 10.1109/NICE61972.2024.10549719 | Chris Kymn (UC Berkeley), Sonia Mazelet (UC Berkeley) | |
PDT: 14:45‑14:55 JST: Thu, 25 Apr 06:45‑06:55 (10+5 min) | Towards Chip-in-the-loop Spiking Neural Network Training via Metropolis-Hastings Sampling show presentation.pdf (public accessible) show talk video Publication DOI: 10.1109/NICE61972.2024.10548355 | Ali Safa (imec and KU Leuven) | |
PDT: 15:00‑15:10 JST: Thu, 25 Apr 07:00‑07:10 (10+5 min) | Leveraging Sparsity of SRNNs for Reconfigurable and Resource-Efficient Network-on-Chip show presentation.pdf (public accessible) show talk video Publication DOI: 10.1109/NICE61972.2024.10548940 | Manu Rathore (TENNLab - Neuromorphic Architectures, Learning, Applications (The University of Tennessee, Knoxville)) | |
PDT: 15:15‑15:45 JST: Thu, 25 Apr 07:15‑07:45 (30 min) | Break | ||
PDT: 15:45‑16:10 JST: Thu, 25 Apr 07:45‑08:10 (25+5 min) | Invited talk: Towards fractional order dynamics neuromorphic elements show presentation.pdf (public accessible) show talk video | Fidel Santamaria (Department of Neuroscience, Developmental and Regenerative Biology, University of Texas at San Antonio) | |
PDT: 16:15‑16:25 JST: Thu, 25 Apr 08:15‑08:25 (10+5 min) | Compute-in-Memory with 6T-RRAM Memristive Circuit for Next-Gen Neuromorphic Hardware Publication DOI: 10.1109/NICE61972.2024.10548860 | Kang Jun Bai (Air Force Research Laboratory) | |
PDT: 16:30‑17:30 JST: Thu, 25 Apr 08:30‑09:30 (60 min) | Open mic / discussion - day II speakers | ||
PDT: 17:30 JST: Thu, 25 Apr 09:30 | End of the second day |
Thursday, 25 April 2024 | |||
PDT: 08:00 JST: Fri, 26 Apr 00:00 | Day III | ||
PDT: 08:00‑08:30 JST: Fri, 26 Apr 00:00‑00:30 (30 min) | Breakfast | ||
PDT: 08:30‑09:15 JST: Fri, 26 Apr 00:30‑01:15 (45+5 min) | Keynote: NeuroBench: A Framework for Benchmarking Neuromorphic Computing Algorithms and Systems show presentation.pdf (public accessible) show talk video | Jason Yik (School of Engineering and Applied Sciences, Harvard) | |
PDT: 09:20 JST: Fri, 26 Apr 01:20 | IEEE EMBS Forum on Intelligent Healthcare | ||
PDT: 09:20‑09:25 JST: Fri, 26 Apr 01:20‑01:25 (5 min) | Introduction to the IEEE EMBS Forum on Intelligent Healthcare show talk video | Gert Cauwenberghs (UC San Diego) | |
PDT: 09:25‑09:35 JST: Fri, 26 Apr 01:25‑01:35 (10 min) | AI for healthcare show talk video | Margot Wagner (Salk Institute) | |
PDT: 09:35‑09:45 JST: Fri, 26 Apr 01:35‑01:45 (10 min) | Boxes are pre-digital -- Discovering physiological diversity with AI show talk video | Benjamin Smarr (UC San Diego) | |
PDT: 09:45‑09:55 JST: Fri, 26 Apr 01:45‑01:55 (10 min) | Organoid intelligence show talk video | Francesca Puppo (UC San Diego) | |
PDT: 09:55‑10:05 JST: Fri, 26 Apr 01:55‑02:05 (10 min) | Health & AI: Flexible Engineered Learning Systems show talk video | Dr. Grace Hwang (NIH / NINDS) | |
PDT: 10:05‑10:15 JST: Fri, 26 Apr 02:05‑02:15 (10 min) | EMBS Strategic Plan: from Vision to Implementation show talk video | Metin Akay (IEEE EMBS) | |
PDT: 10:20‑10:50 JST: Fri, 26 Apr 02:20‑02:50 (30 min) | Break | ||
PDT: 10:50‑11:00 JST: Fri, 26 Apr 02:50‑03:00 (10+5 min) | One-Shot Auditory Blind Source Separation via Local Learning in a Neuromorphic Network show talk video | Patrick Abbs (Cambrya, LLC) | |
PDT: 11:05‑11:30 JST: Fri, 26 Apr 03:05‑03:30 (25+5 min) | Invited talk: TENN: A highly efficient transformer replacement for edge and event processing. show presentation.pdf (public accessible) | M Anthony Lewis (BrainChip) | |
PDT: 11:35‑11:45 JST: Fri, 26 Apr 03:35‑03:45 (10+5 min) | A Recurrent Dynamic Model for Efficient Bayesian Optimization show talk video Publication DOI: 10.1109/NICE61972.2024.10548051 | P. Michael Furlong (Centre for Theoretical Neuroscience/Systems Design Engineering, University of Waterloo) | |
PDT: 11:50‑12:15 JST: Fri, 26 Apr 03:50‑04:15 (25+5 min) | Invited talk: Strategic & Large-Scale Considerations of Neuromorphic Computing show presentation.pdf (public accessible) show talk video | Craig Vineyard (Sandia National Laboratory) | |
PDT: 12:20‑12:30 JST: Fri, 26 Apr 04:20‑04:30 (10+5 min) | GPU-RANC: A CUDA Accelerated Simulation Framework for Neuromorphic Architectures show presentation.pdf (public accessible) show talk video Publication DOI: 10.1109/NICE61972.2024.10548776 | Joshua Mack (Department of Electrical & Computer Engineering, University of Arizona) | |
PDT: 12:35‑13:35 JST: Fri, 26 Apr 04:35‑05:35 (60 min) | Lunch | ||
PDT: 13:35‑13:45 JST: Fri, 26 Apr 05:35‑05:45 (10+5 min) | Late-breaking-news: Neuromodulated mixture of experts: A prefrontal cortex inspired architecture for lifelong learning show presentation.pdf (public accessible) show talk video | Clara N Yi (Salk Institute for Biological Studies) | |
PDT: 13:50‑14:15 JST: Fri, 26 Apr 05:50‑06:15 (25+5 min) | Energy Efficient Implementation of MVM Operations Using Filament-free Bulk RRAM Arrays show presentation.pdf (public accessible) show talk video Publication DOI: 10.1109/NICE61972.2024.10549369 | Dr. Ashwani Kumar (Electrical and Computer Engineering, UC San Diego) | |
PDT: 14:20‑14:30 JST: Fri, 26 Apr 06:20‑06:30 (10+5 min) | TickTockTokens: a minimal building block for event-driven systems show presentation.pdf (public accessible) show talk video Publication DOI: 10.1109/NICE61972.2024.10549408 | Johannes Leugering (Institute for Neural Computation, Bioengineering Dept., UC San Diego) | |
PDT: 14:35‑14:45 JST: Fri, 26 Apr 06:35‑06:45 (10+5 min) | Late-breaking-news: Brain-Inspired Hypervector Processing at the Edge of Large Language Models show presentation.pdf (public accessible) show talk video | Goktug Ayar (University of Louisiana at Lafayette) | |
PDT: 14:50‑15:00 JST: Fri, 26 Apr 06:50‑07:00 (10+5 min) | Spiking Neural Network-based Flight Controller show presentation.pdf (public accessible) show talk video Publication DOI: 10.1109/NICE61972.2024.10548609 | Diego Chavez Arana (New Mexico State University) | |
PDT: 15:05‑15:35 JST: Fri, 26 Apr 07:05‑07:35 (30 min) | Coffee break | ||
PDT: 15:35‑16:00 JST: Fri, 26 Apr 07:35‑08:00 (25+5 min) | PETNet– Coincident Particle Event Detection using Spiking Neural Networks show talk video Publication DOI: 10.1109/NICE61972.2024.10549584 | Jan Debus (ETH Zurich) | |
PDT: 16:05‑16:15 JST: Fri, 26 Apr 08:05‑08:15 (10+5 min) | NeRTCAM: CAM-Based CMOS Implementation of Reference Frames for Neuromorphic Processors show talk video Publication DOI: 10.1109/NICE61972.2024.10548603 | Harideep Nair (Carnegie Mellon University.) | |
PDT: 16:20‑17:20 JST: Fri, 26 Apr 08:20‑09:20 (60 min) | Open mic / discussion - day III speakers | ||
PDT: 17:20‑17:30 JST: Fri, 26 Apr 09:20‑09:30 (10 min) | Final words -- invitation to NICE 2025 | ||
PDT: 17:30 JST: Fri, 26 Apr 09:30 | End of day 3 and of the talk-days of NICE 2024 |
Friday, 26 April 2024 | |||||||||
PDT: 08:30 JST: Sat, 27 Apr 00:30 | Tutorial dayVenueThe tutorial day takes place at the San Diego Supercomputer Center SDSC (SDSC visitor information page) There is no reserved parking available for the Friday tutorial.
Tutorials are in three different rooms, all located at San Diego Supercomputer Center, East Expansion; Level B1
TutorialsThese 9 tutorial suggestions have been selected.
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PDT: 08:30‑10:30 JST: Sat, 27 Apr 00:30‑02:30 (120 min) | Tutorial slot I Three tutorials in parallel
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PDT: 10:30‑11:00 JST: Sat, 27 Apr 02:30‑03:00 (30 min) | Coffee break | ||||||||
PDT: 11:00‑13:00 JST: Sat, 27 Apr 03:00‑05:00 (120 min) | Tutorial slot II Three tutorials in parallel
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PDT: 13:00‑14:00 JST: Sat, 27 Apr 05:00‑06:00 (60 min) | Lunch
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PDT: 14:00‑16:00 JST: Sat, 27 Apr 06:00‑08:00 (120 min) | Tutorial slot III Three tutorials in parallel | ||||||||
PDT: 16:00 JST: Sat, 27 Apr 08:00 | End of NICE 2024 |
Sponsors
We gratefully acknowledge the support of the following organizations contributing to the success of NICE 2024:
UC San Diego | |
Institute for Neural Computation | |
IEEE Engineering in Medicine and Biology Society | |
Aizip | |
BrainChip |