Replication Data for: iMAD: An In-Memory Accelerator for AdderNet with Efficient 8-bit Addition and Subtraction Operations (doi:10.21979/N9/JNFW9P)

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Part 1: Document Description
Part 2: Study Description
Part 3: Data Files Description
Part 4: Variable Description
Part 5: Other Study-Related Materials
Entire Codebook

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Document Description

Citation

Title:

Replication Data for: iMAD: An In-Memory Accelerator for AdderNet with Efficient 8-bit Addition and Subtraction Operations

Identification Number:

doi:10.21979/N9/JNFW9P

Distributor:

DR-NTU (Data)

Date of Distribution:

2022-05-10

Version:

2

Bibliographic Citation:

Zhu, Shien; Li, Shiqing; Liu, Weichen, 2022, "Replication Data for: iMAD: An In-Memory Accelerator for AdderNet with Efficient 8-bit Addition and Subtraction Operations", https://doi.org/10.21979/N9/JNFW9P, DR-NTU (Data), V2, UNF:6:L3+xW/BxBE6fYNWBm4ta6Q== [fileUNF]

Study Description

Citation

Title:

Replication Data for: iMAD: An In-Memory Accelerator for AdderNet with Efficient 8-bit Addition and Subtraction Operations

Identification Number:

doi:10.21979/N9/JNFW9P

Authoring Entity:

Zhu, Shien (Nanyang Technological University)

Li, Shiqing (Nanyang Technological University)

Liu, Weichen (Nanyang Technological University)

Software used in Production:

Cadence IC Virtuoso

Grant Number:

Academic Research Fund Tier 2 MOE2019-T2- 1-071

Grant Number:

Academic Research Fund Tier 1 MOE2019-T1-001-072

Grant Number:

NAP M4082282

Grant Number:

SUG M4082087

Distributor:

DR-NTU (Data)

Access Authority:

Zhu Shien

Depositor:

Zhu Shien

Date of Deposit:

2022-04-14

Holdings Information:

https://doi.org/10.21979/N9/JNFW9P

Study Scope

Keywords:

Computer and Information Science, Computer and Information Science, Adder Neural Network, In-Memory Computing

Abstract:

The simulation code, experiment results, and graphs used in the GLSVLSI 2022 paper: iMAD: An In-Memory Accelerator for AdderNet with Efficient 8-bit Addition and Subtraction Operations

Kind of Data:

Simulation source code

Kind of Data:

Experiment result record

Methodology and Processing

Sources Statement

Data Access

Other Study Description Materials

Related Publications

Citation

Identification Number:

10.1145/3526241.3530313

Bibliographic Citation:

Zhu, S., Li, S., & Liu, W. (2022, June). iMAD: An In-Memory Accelerator for AdderNet with Efficient 8-bit Addition and Subtraction Operations. In Proceedings of the Great Lakes Symposium on VLSI 2022 (pp. 65-70).

Citation

Identification Number:

10356/156404

Bibliographic Citation:

Zhu, S., Li, S., & Liu, W. (2022, June). iMAD: An In-Memory Accelerator for AdderNet with Efficient 8-bit Addition and Subtraction Operations. In Proceedings of the Great Lakes Symposium on VLSI 2022 (pp. 65-70).

File Description--f87505

File: iMAD Simulation Results.tab

  • Number of cases: 15

  • No. of variables per record: 16

  • Type of File: text/tab-separated-values

Notes:

UNF:6:L3+xW/BxBE6fYNWBm4ta6Q==

Variable Description

List of Variables:

Variables

A

f87505 Location:

Variable Format: character

Notes: UNF:6:nB59jj1Y4tLEhrbseMCaDw==

B

f87505 Location:

Variable Format: character

Notes: UNF:6:E4Y+bliFhF/JoezPjnG0eQ==

C

f87505 Location:

Variable Format: character

Notes: UNF:6:D6EWwFCTCDJwQWyl/Cw88Q==

D

f87505 Location:

Variable Format: character

Notes: UNF:6:SxSFOdVy69gtX4LxPHAHjw==

E

f87505 Location:

Variable Format: character

Notes: UNF:6:PeDKMq8reP26KiekkyUtmQ==

F

f87505 Location:

Variable Format: character

Notes: UNF:6:St4Eau8uAP94yIv5Krtu1Q==

Bits

f87505 Location:

Variable Format: character

Notes: UNF:6:9/K8UbID4YN1g38NlZHp/A==

Writet(ns)

f87505 Location:

Variable Format: character

Notes: UNF:6:UwQNoE5x0YC3S1VV+7d06Q==

WEnergy(PJ)

f87505 Location:

Variable Format: character

Notes: UNF:6:GsJWctaqLwP9EmxnSHNfww==

J

f87505 Location:

Variable Format: character

Notes: UNF:6:J7yJ9giSYJ8F6qMAL9Qd6w==

K

f87505 Location:

Variable Format: character

Notes: UNF:6:obqalKxNkGmhmayhuB5JXg==

L

f87505 Location:

Variable Format: character

Notes: UNF:6:C3BcnaYjx0AVtjdntVG3WA==

M

f87505 Location:

Variable Format: character

Notes: UNF:6:y7rXRjXZtQV6RfmsEw2u1g==

N

f87505 Location:

Variable Format: character

Notes: UNF:6:TCLUTn7ifWYhD+hBAn2f8w==

O

f87505 Location:

Variable Format: character

Notes: UNF:6:ubQx8gPwsNO4eotWDQB3Fw==

P

f87505 Location:

Variable Format: character

Notes: UNF:6:o6fyyS96sfpsOfFgVwCfzA==

Other Study-Related Materials

Label:

CAPIM-00s11_voltage-08-10_SL-10-04_MUX8.png

Notes:

image/png

Other Study-Related Materials

Label:

CAPIM-11a00_voltage-08-10_SL-071-04_MUX8.png

Notes:

image/png

Other Study-Related Materials

Label:

CAPIM-11s00_voltage-08-10_SL-08-04_MUX8.png

Notes:

image/png

Other Study-Related Materials

Label:

Dir-00s00_voltage-08-10_SL-08-04_MUX4.png

Notes:

image/png

Other Study-Related Materials

Label:

Dir-00s11_voltage-08-10_SL-08-06_MUX4.png

Notes:

image/png

Other Study-Related Materials

Label:

Dir-11a00_voltage-08-10_SL-07-04_MUX4.png

Notes:

image/png

Other Study-Related Materials

Label:

Dir-11s00_voltage-08-10_SL-10-06_MUX4.png

Notes:

image/png

Other Study-Related Materials

Label:

FAT-00s00_voltage-08-10_SL-08-06_MUX4.png

Notes:

image/png

Other Study-Related Materials

Label:

FAT-00s11_voltage-08-10_SL-10-04_MUX4-carry.png

Notes:

image/png

Other Study-Related Materials

Label:

FAT-11a00_voltage-08-10_SL-07-04_MUX4.png

Notes:

image/png

Other Study-Related Materials

Label:

FAT-11a01_voltage-08-10_SL-07-06_MUX4.png

Notes:

image/png

Other Study-Related Materials

Label:

FAT-11s00_voltage-08-10_SL-08-07_MUX4.png

Notes:

image/png

Other Study-Related Materials

Label:

iMAD.drawio

Text:

The iMAD architecture graphs in the paper.

Notes:

application/octet-stream

Other Study-Related Materials

Label:

MRIMA-00s11_voltage-08-10_SL-10-04_MUX8.png

Notes:

image/png

Other Study-Related Materials

Label:

MRIMA-11a00_voltage-08-10_SL-07-04_MUX8-carry.png

Notes:

image/png

Other Study-Related Materials

Label:

MRIMA-11a00_voltage-08-10_SL-07-04_MUX8.png

Notes:

image/png

Other Study-Related Materials

Label:

MRIMA-11s00_voltage-08-10_SL-08-07_MUX8.png

Notes:

image/png

Other Study-Related Materials

Label:

TRS-00s00_voltage-08-10_SL-08-04_MUX4-TGSel2.png

Notes:

image/png

Other Study-Related Materials

Label:

TRS-00s11_voltage-08-10_SL-08-06_MUX4-TGSel2.png

Notes:

image/png

Other Study-Related Materials

Label:

TRS-11a00_voltage-08-10_SL-073-04_MUX4-TGSel2-5ns.png

Notes:

image/png

Other Study-Related Materials

Label:

TRS-11s00_voltage-08-10_SL-08-06_MUX4-TGSel2-carry.png

Notes:

image/png

Other Study-Related Materials

Label:

Virtuoso Simulation.zip

Text:

The simulation code with a README.md

Notes:

application/zip