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Hyperdimensional Computing for Hackers
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pyohio
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pyohio_2025
--room cattleya 15544 --force
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Marks
Author(s):
Anthony
Location
Ballroom B
Date
jul Sat 26
Days Raw Files
Start
15:00
First Raw Start
15:29
Duration
00:30:00
Offset
0:29:55
End
15:30
Last Raw End
16:40
Chapters
Total cuts_time
None min.
https://www.pyohio.org/2025/program/talks/hyperdimensional-computing-for-hackers
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In this session, we will explore the concept of hyperdimensional computing (HDC), a brain-inspired method of computing. We'll begin by talking about neurons and the brain. Through simple Python examples we’ll dive into HDC and answer: What it is? How does it work? And, how does it learn? We will review how other researchers have applied HDC and demonstrate how it can be used for solving cybersecurity tasks. Where deep learning fails, HDC excels. No supercomputer? No problem. HDC offers interpretability, low energy requirements, robustness to errors, online learning, on-device learning, and more. By pushing the difficult calculations into the embedding process, learning becomes a cinch. By the end of this talk, attendees will have everything they need to teach their own hyperdimensional computing models.
Comment:
production notes
2025-07-26/15_29_55.ts
Apply:
15:29:55 - 15:59:54 ( 00:29:59 )
S:
15:29:55 -
E:
15:59:54
D:
00:29:59
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vlc ~/Videos/veyepar/pyohio/pyohio_2025/dv/cattleya/2025-07-26/15_29_55.ts :start-time=00.0 --audio-desync=0
Raw File
Cut List
15:29:55
seconds: 0.0
Wall: 15:29:55
Duration
00:29:59
15:59:54
seconds: 0.0
Wall: 15:29:55
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mp4
mp4.m3u
dv.m3u
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2025-07-26/15_59_55.ts
Apply:
15:59:55 - 16:29:55 ( 00:30:00 )
S:
15:59:55 -
E:
16:29:55
D:
00:30:00
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vlc ~/Videos/veyepar/pyohio/pyohio_2025/dv/cattleya/2025-07-26/15_59_55.ts :start-time=00.0 --audio-desync=0
Raw File
Cut List
15:59:55
seconds: 0.0
Wall: 15:59:55
Duration
00:30:00
16:29:55
seconds: 0.0
Wall: 15:59:55
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mp4
mp4.m3u
dv.m3u
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2025-07-26/16_29_55.ts
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16:29:55 - 16:40:10 ( 00:10:15 )
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E:
16:40:10
D:
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vlc ~/Videos/veyepar/pyohio/pyohio_2025/dv/cattleya/2025-07-26/16_29_55.ts :start-time=00.0 --audio-desync=0
Raw File
Cut List
16:29:55
seconds: 0.0
Wall: 16:29:55
Duration
00:10:15
16:40:10
seconds: 0.0
Wall: 16:29:55
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dv.m3u
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2025-07-26/15_29_55.ts
2025-07-26/15_59_55.ts
2025-07-26/16_29_55.ts
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