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Narayanan, Pritish
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1

Hardware-aware training for large-scale and diverse deep le..:

Rasch, Malte J. ; Mackin, Charles ; Le Gallo, Manuel...
Nature Communications.  14 (2023)  1 - p. , 2023
Link: https://doi.org/10.1038/..
 
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2

Impact of Phase-Change Memory Drift on Energy Efficiency an..:

, In: 2023 IEEE International Reliability Physics Symposium (IRPS),
Frank, Martin M. ; Li, Ning ; Rasch, Malte J.... - p. 1-10 , 2023
Link: https://doi.org/10.1109/..
 
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3

Architectures and Circuits for Analog-memory-based Hardware..:

, In: 2023 IEEE International Symposium on Circuits and Systems (ISCAS),
Tsai, Hsinyu ; Narayanan, Pritish ; Jain, Shubham... - p. 1-5 , 2023
Link: https://doi.org/10.1109/..
 
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4

A Heterogeneous and Programmable Compute-In-Memory Accelera..:

Jain, Shubham ; Tsai, Hsinyu ; Chen, Ching-Tzu...
IEEE Transactions on Very Large Scale Integration (VLSI) Systems.  31 (2023)  1 - p. 114-127 , 2023
Link: https://doi.org/10.1109/..
 
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5

Accelerating Deep Neural Networks with Phase-Change Memory ..:

, In: Machine Learning and Non-volatile Memories,
Spoon, Katie ; Ambrogio, Stefano ; Narayanan, Pritish... - p. 43-59 , 2022
Link: https://doi.org/10.1007/..
 
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6

Optimised weight programming for analogue memory-based deep..:

Mackin, Charles ; Rasch, Malte J. ; Chen, An...
Nature Communications.  13 (2022)  1 - p. , 2022
Link: https://doi.org/10.1038/..
 
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7

Analog-memory-based 14nm Hardware Accelerator for Dense Dee..:

, In: 2022 IEEE International Symposium on Circuits and Systems (ISCAS),
Okazaki, Atsuya ; Narayanan, Pritish ; Ambrogio, Stefano... - p. 3319-3323 , 2022
Link: https://doi.org/10.1109/..
 
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8

Toward Software-Equivalent Accuracy on Transformer-Based De..:

Spoon, Katie ; Tsai, Hsinyu ; Chen, An...
Frontiers in Computational Neuroscience.  15 (2021)  - p. , 2021
Link: https://doi.org/10.3389/..
 
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9

Accelerating Deep Neural Networks with Analog Memory Device:

, In: 2020 IEEE International Memory Workshop (IMW),
Spoon, Katie ; Ambrogio, Stefano ; Narayanan, Pritish... - p. 1-4 , 2020
Link: https://doi.org/10.1109/..
 
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10

Optimization of Analog Accelerators for Deep Neural Network..:

, In: 2020 IEEE International Symposium on Circuits and Systems (ISCAS),
Fasoli, Andrea ; Ambrogio, Stefano ; Narayanan, Pritish... - p. 1-5 , 2020
Link: https://doi.org/10.1109/..
 
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11

List of contributors:

, In: Memristive Devices for Brain-Inspired Computing,
Ambrogio, Stefano ; Ben-Hur, Rotem ; Bohaichuk, Stephanie... - p. xv-xvii , 2020
Link: https://doi.org/10.1016/..
 
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12

Neuromorphic Computing with Phase Change, Device Reliabilit..:

, In: 2020 IEEE International Reliability Physics Symposium (IRPS),
Mackin, Charles ; Narayanan, Pritish ; Ambrogio, Stefano... - p. 1-10 , 2020
Link: https://doi.org/10.1109/..
 
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13

Enabling High-Performance DNN Inference Accelerators Using ..:

, In: 2020 4th IEEE Electron Devices Technology & Manufacturing Conference (EDTM),
Chen, An ; Ambrogio, Stefano ; Narayanan, Pritish... - p. 1-4 , 2020
Link: https://doi.org/10.1109/..
 
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14

Analog acceleration of deep learning using phase-change mem..:

, In: Memristive Devices for Brain-Inspired Computing,
Narayanan, Pritish ; Ambrogio, Stefano ; Tsai, Hsinyu... - p. 329-362 , 2020
Link: https://doi.org/10.1016/..
 
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15

Accelerating Deep Neural Networks with Analog Memory Device:

, In: 2020 2nd IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS),
Ambrogio, Stefano ; Narayanan, Pritish ; Tsai, Hsinyu... - p. 149-152 , 2020
Link: https://doi.org/10.1109/..
 
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