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pith:Z57QQOXL

pith:2026:Z57QQOXLL4VM5LTCIXZ2OI72FW
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Time Domain Near Memory Computing Engine

Sarthak Antal, Steve Enosh

A time-domain near-memory architecture performs low-precision MAC operations at 7.62 TOPS/W in a 4x4 prototype.

arxiv:2605.14162 v1 · 2026-05-13 · cs.ET · cs.AR · cs.SY · eess.SY

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\pithnumber{Z57QQOXLL4VM5LTCIXZ2OI72FW}

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4 Citations open
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Claims

C1strongest claim

The proposed time-domain near-memory computing architecture for low-precision MAC operations achieves 7.62 TOPS/W energy efficiency in a 4x4 prototype at 1 V supply and 40 MHz operating frequency.

C2weakest assumption

That the N-pulse generator and counter-based accumulation maintain sufficient linearity and scalability when extended beyond the 4x4 prototype without significant power or area penalties.

C3one line summary

A hybrid time-domain near-memory MAC prototype using pulse-encoded inputs and current-steering DAC weights achieves 7.62 TOPS/W energy efficiency with RTL-synthesized digital blocks for portability.

References

9 extracted · 9 resolved · 0 Pith anchors

[1] Murmann, ”Mixed-Signal Computing for Deep Neural Network Inference,” in IEEE Transactions on Very Large Scale Integra- tion (VLSI) Systems, vol 2021 · doi:10.1109/tvlsi.2020.3020286
[2] Jie, Micheal Flynn et al., ”An Overview of Noise-Shaping SAR ADC: From Fundamentals to the Frontier,” in IEEE Open Journal of the Solid-State Circuits Society, vol 2021 · doi:10.1109/ojsscs.2021.3119910
[3] Y . Zhang and Z. Zhu, ”Recent Advances and Trends in V oltage-Time Domain Hybrid ADCs,” in IEEE Transactions on Circuits and Systems II: Express Briefs, vol. 69, no. 6, pp. 2575-2580, June 2022, doi: 2022 · doi:10.1109/tcsii.2022.3169741
[4] IEEE International Symposium on Circuits and Systems (ISCAS), 2025 2025
[5] A 0.5-V Real-Time Computational CMOS Image Sensor With Programmable Kernel for Feature Extraction 2021
Receipt and verification
First computed 2026-05-17T23:39:11.466044Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

cf7f083aeb5f2aceae6245f3a723fa2db4e1d8737af9a27c72a53236fc79e9e3

Aliases

arxiv: 2605.14162 · arxiv_version: 2605.14162v1 · doi: 10.48550/arxiv.2605.14162 · pith_short_12: Z57QQOXLL4VM · pith_short_16: Z57QQOXLL4VM5LTC · pith_short_8: Z57QQOXL
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/Z57QQOXLL4VM5LTCIXZ2OI72FW \
  | 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: cf7f083aeb5f2aceae6245f3a723fa2db4e1d8737af9a27c72a53236fc79e9e3
Canonical record JSON
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    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.ET",
    "submitted_at": "2026-05-13T22:31:07Z",
    "title_canon_sha256": "23cc6a3fb4dbf8e06b34ad3d7b83434964245823e8de5cdbb03ef5013dc56f2f"
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