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Using the IBM Analog In-Memory Hardware Acceleration Kit for Neural Network Training and Inference
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Using the IBM Analog In-Memory Hardware Acceleration Kit for Neural Network Training and Inference

APL Machine Learning (AML), 2023
Corey Lammie
Corey Lammie
Julian Büchel
F. Carta
Omobayode Fagbohungbe
C. Mackin
H. Tsai
Vijay Narayanan
Abu Sebastian
Kaoutar El Maghraoui
Malte J. Rasch
ArXiv (abs)PDFHTMLGithub (402★)

Papers citing "Using the IBM Analog In-Memory Hardware Acceleration Kit for Neural Network Training and Inference"

8 / 8 papers shown
Title
Analog Foundation Models
Analog Foundation Models
Julian Büchel
Iason Chalas
Giovanni Acampa
An Chen
Omobayode Fagbohungbe
Sidney Tsai
Kaoutar El Maghraoui
Corey Lammie
Abbas Rahimi
Abu Sebastian
MQ
288
2
0
14 May 2025
Rapid yet accurate Tile-circuit and device modeling for Analog In-Memory Computing
Rapid yet accurate Tile-circuit and device modeling for Analog In-Memory Computing
J. Luquin
C. Mackin
S. Ambrogio
A. Chen
F. Baldi
...
W. Ponghiran
P. Solomon
H. Tsai
G.W. Burr
P. Narayanan
139
1
0
05 May 2025
NeuroSim V1.5: Improved Software Backbone for Benchmarking Compute-in-Memory Accelerators with Device and Circuit-level Non-idealities
NeuroSim V1.5: Improved Software Backbone for Benchmarking Compute-in-Memory Accelerators with Device and Circuit-level Non-idealities
James Read
Ming-Yen Lee
Wei-Hsing Huang
Yuan-Chun Luo
A. Lu
Shimeng Yu
153
1
0
05 May 2025
The Inherent Adversarial Robustness of Analog In-Memory Computing
The Inherent Adversarial Robustness of Analog In-Memory ComputingNature Communications (Nat. Commun.), 2024
Corey Lammie
Julian Büchel
A. Vasilopoulos
Corey Lammie
Abu Sebastian
AAML
187
5
0
11 Nov 2024
Kernel Approximation using Analog In-Memory Computing
Kernel Approximation using Analog In-Memory Computing
Julian Büchel
Giacomo Camposampiero
A. Vasilopoulos
Corey Lammie
Corey Lammie
Abbas Rahimi
Abu Sebastian
149
0
0
05 Nov 2024
In-Materia Speech Recognition
In-Materia Speech RecognitionNature (Nature), 2024
Mohamadreza Zolfagharinejad
Julian Büchel
Lorenzo Cassola
Sachin Kinge
Ghazi Sarwat Syed
Abu Sebastian
Wilfred G. van der Wiel
156
0
0
14 Oct 2024
Neuromorphic Intermediate Representation: A Unified Instruction Set for Interoperable Brain-Inspired Computing
Neuromorphic Intermediate Representation: A Unified Instruction Set for Interoperable Brain-Inspired ComputingNature Communications (Nat. Commun.), 2023
Jens Egholm Pedersen
Steven Abreu
Matthias Jobst
Gregor Lenz
Vittorio Fra
...
Gianvito Urgese
Sadasivan Shankar
Terrence C. Stewart
Nhan Duy Truong
Sadique Sheik
182
44
0
24 Nov 2023
Hardware-aware training for large-scale and diverse deep learning inference workloads using in-memory computing-based accelerators
Hardware-aware training for large-scale and diverse deep learning inference workloads using in-memory computing-based acceleratorsNature Communications (Nat. Commun.), 2023
Malte J. Rasch
C. Mackin
Corey Lammie
An Chen
A. Fasoli
...
P. Narayanan
H. Tsai
G. Burr
Abu Sebastian
Vijay Narayanan
147
122
0
16 Feb 2023