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pith:SDMD7VJ6

pith:2026:SDMD7VJ6NWVHID2CP6THAVTHRJ
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Memristor Technologies for Dynamic Vision Sensors: A Critical Assessment and Research Roadmap

Edris Zaman Farsa, Mohamad Yazan Sadoun, Sarah Sharif, Yaser Mike Banad

An end-to-end integrated DVS-memristor system is the field's open challenge, with concrete accuracy and power targets.

arxiv:2605.13699 v1 · 2026-05-13 · cs.AR

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\pithnumber{SDMD7VJ6NWVHID2CP6THAVTHRJ}

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2 Internet Archive
3 Author claim open · sign in to claim
4 Citations open
5 Replications open
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The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Claims

C1strongest claim

An end-to-end integrated DVS-memristor system is the field's open challenge, with testable accuracy and power targets.

C2weakest assumption

That the projected orders-of-magnitude energy gains from analog in-memory compute will be realized in fabricated systems beyond the current TRL 2-5 demonstrations surveyed.

C3one line summary

A structured review concludes that end-to-end DVS-memristor integration for analog in-memory event-driven computing remains an open challenge at TRL 2-5, with half of surveyed applications resting on projections rather than demonstrations.

References

151 extracted · 151 resolved · 0 Pith anchors

[1] A 128×128 120 dB 15µs latency asynchronous temporal contrast vision sensor, 2008
[2] In-memory computing with resistive switching devices, 2018
[3] Memory devices and applications for in-memory computing, 2020
[4] The missing memristor found, 2008
[5] Training and operation of an integrated neuromorphic network based on metal- oxide memristors, 2015

Formal links

2 machine-checked theorem links

Receipt and verification
First computed 2026-05-18T02:44:16.869778Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

90d83fd53e6daa740f427fa67056678a5de7c44bde1c8316645f60e4fa8e98d9

Aliases

arxiv: 2605.13699 · arxiv_version: 2605.13699v1 · doi: 10.48550/arxiv.2605.13699 · pith_short_12: SDMD7VJ6NWVH · pith_short_16: SDMD7VJ6NWVHID2C · pith_short_8: SDMD7VJ6
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/SDMD7VJ6NWVHID2CP6THAVTHRJ \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 90d83fd53e6daa740f427fa67056678a5de7c44bde1c8316645f60e4fa8e98d9
Canonical record JSON
{
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    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AR",
    "submitted_at": "2026-05-13T15:51:05Z",
    "title_canon_sha256": "fc1f1ea9e5dead47510920ca287ef17c86d88c5aa31b79ad5e8efffa3f3489de"
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    "kind": "arxiv",
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}