2021 INRC Winter Workshop
- David Florey (Deactivated)
- Timothy Shea
- Garrick Orchard (Deactivated)
Note that some sessions will be open to folks currently not in the INRC, while others will be INRC Members only. Color will indicate session type.
Additionally, look here for pre-recorded sessions to be published in advance of the workshop. All sessions that are not restricted will be recorded and posted here for offline viewing during the week.
Color Coding For the Sessions | |
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Audience | Content |
INRC Engaged Members Only | Forward-looking confidential material will be covered |
Not Restricted | Material focuses on Loihi results and projects |
Not Restricted | General forward-looking topics |
Pacific Standard Time | Monday February 8th | Tuesday February 9th | Wednesday February 10th | Thursday February 11th | Friday February 12th |
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7:30 |
| Office hours: bring your Loihi questions | Office hours: bring your Loihi questions | Perspectives from neuroscience: Wulfram Gerstner Neo-Hebbian three-factor rules of synaptic plasticity: from reward to surprise | Software Survey Feedback and Solicitation @Shaojuan Zhu (Unlicensed) |
8:00 | Workshop Kick-Off | Algorithmic Frameworks for Neuromorphic computing
@E Paxon Frady (Deactivated) @friedrich.sommer (Deactivated) | Audio Neuro Processing Session Keyword Spotting, ASR, and Cochlea Models @Daniel BD Rubin (Deactivated) | Solving the challenges of deep learning on neuromorphic hardware Panel discussion on neuromorphic challenges and opportunities in deep learning. @Andreas Wild @Garrick Orchard (Deactivated) | New Year's Resolutions for Neuromorphic Computing @Former user (Deleted) (Accenture) |
8:45 | Shihab Shamma: Learning Perception and Action through Sensorimotor Interactions Invited Talk: 8:45-9:30 | ||||
9:00 | Workshop Session Intros (all) | Event-based vision, navigation, SLAM @Yulia Sandamirskaya (Deactivated)
| Neuromorphic Solutions for Optimization Problems II A discussion on the future of (neuromorphic) optimization @Sumedh Risbud | How to get involved and make sure Lava provides all you need @David Florey (Deactivated) @Andreas Wild | |
9:30 | Loihi 2 Announcement Engaged INRC Members Only @Mike Davies | Round Table Discussion on Audio neuro-processing @Daniel BD Rubin (Deactivated) | |||
10:00 | Break (15 minutes) | ||||
10:15 | Feature overview and roadmap for our new SW framework @Andreas Wild @David Florey (Deactivated) | Dynamics and movement control @Yulia Sandamirskaya (Deactivated) | Unlocking the potential of event-based vision with Loihi Online learning and low-latency event-based vision examples on Loihi. @Garrick Orchard (Deactivated) | Emerging Neuromorphic Sensors and Applications The current state-of-the-art and future directions for event-based sensors. @Garrick Orchard (Deactivated) | Using Loihi for Neuromorphic Education @David Florey (Deactivated) @Jon Tse (Unlicensed) @Sumedh Risbud |
10:45 | An Update from ABR on Nengo for Loihi and Beyond @Eric Hunsberger
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11:15 | An overview of DNN result on Loihi. @Garrick Orchard (Deactivated) @Andreas Wild | Neuromorphic Solutions for Optimization Problems I Latest results and outlook in constraint satisfaction problems @Sumedh Risbud | Engaged INRC Members Only @Andreas Wild @Sumedh Risbud | Future of Brain Computer Interface @Daniel BD Rubin (Deactivated) Highlight Talk Christoph Guger | Panel discussion, follow-up of Robotics-1 and 2. Recordings of “tools“ @Yulia Sandamirskaya (Deactivated) |
11:45 | Next Generation Systems Overview Engaged INRC Members Only @Jon Tse (Unlicensed) | How to further improve support for neuromorphic DNNs @Andreas Wild @Sumedh Risbud | Scaling Up to Large Neuromorphic Systems A discussion on the promise of, results from, and challenges in scaling up @Sumedh Risbud | ||
12:15 |
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12:30 |
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13:00 | Office hours: General Q&A | Supporting Commercial Ecosystem Growth and Development @Mike Davies | Office Hours: General | Continuing the discussion – Supporting Commercial Ecosystem Growth and Development |
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13:30 | Office hours: Lava |
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14:00 | Office hours: Benchmarking |
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14:30 | @Sumit Bam Shrestha |
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15:00 |
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16:00 |
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16:30 |
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17:00 |
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17:30 |
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18:00 | Welcome to Lava @Andreas Wild @David Florey (Deactivated) (Repeat Live Session) | Office Hours: General |
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18:30 |
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19:00 | Office hours: General results and Next Gen Hardware |
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19:30 | Office hours: benchmarking | Office Hours: General |
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20:00 |
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