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Kudithipudi, Dhireesha
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1

PositCL: Compact Continual Learning with Posit Aware Quanti..:

, In: Proceedings of the Great Lakes Symposium on VLSI 2024,
Karia, Vedant ; Zyarah, Abdullah ; Kudithipudi, Dhireesha - p. 645-650 , 2024
Link: https://dl.acm.org/doi/1..
 
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2

Reservoir Network With Structural Plasticity for Human Acti..:

Zyarah, Abdullah M. ; Abdul-Hadi, Alaa M. ; Kudithipudi, Dhireesha
IEEE Transactions on Emerging Topics in Computational Intelligence.  , 2024
Link: https://doi.org/10.1109/..
 
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3

Design principles for lifelong learning AI accelerators:

Kudithipudi, Dhireesha ; Daram, Anurag ; Zyarah, Abdullah M....
Nature Electronics.  , 2023
Link: https://doi.org/10.1038/..
 
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4

Context Modulation Enables Multi-tasking and Resource Effic..:

, In: Proceedings of the 2023 International Conference on Neuromorphic Systems,
Helfer, Peter ; Teeter, Corinne ; Hill, Aaron... - p. 1-9 , 2023
Link: https://dl.acm.org/doi/1..
 
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5

A domain-agnostic approach for characterization of lifelong..:

Baker, Megan M. ; New, Alexander ; Aguilar-Simon, Mario...
Neural Networks.  160 (2023)  - p. 274-296 , 2023
Link: https://doi.org/10.1016/..
 
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6

NEO: Neuron State Dependent Mechanisms for Efficient Contin..:

, In: Proceedings of the 2023 Annual Neuro-Inspired Computational Elements Conference,
Daram, Anurag ; Kudithipudi, Dhireesha - p. 11-19 , 2023
Link: https://dl.acm.org/doi/1..
 
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7

Biological underpinnings for lifelong learning machines:

Kudithipudi, Dhireesha ; Aguilar-Simon, Mario ; Babb, Jonathan...
Nature Machine Intelligence.  4 (2022)  3 - p. 196-210 , 2022
Link: https://doi.org/10.1038/..
 
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8

SCOLAR: A Spiking Digital Accelerator with Dual Fixed Point..:

, In: 2022 IEEE International Symposium on Circuits and Systems (ISCAS),
Karia, Vedant ; Zohora, Fatima Tuz ; Soures, Nicholas. - p. 1372-1376 , 2022
Link: https://doi.org/10.1109/..
 
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9

Low-Shot Learning and Pattern Separation using Cellular Aut..:

, In: Proceedings of the International Conference on Neuromorphic Systems 2022,
Pandit, Tej ; Kudithipudi, Dhireesha - p. 1-9 , 2022
Link: https://dl.acm.org/doi/1..
 
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10

ACTION: Automated Hardware-Software Codesign Framework for ..:

, In: Next Generation Arithmetic; Lecture Notes in Computer Science,
Langroudi, Hamed F. ; Karia, Vedant ; Pandit, Tej.. - p. 50-65 , 2022
Link: https://doi.org/10.1007/..
 
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11

Toward Near-Real-Time Training With Semi-Random Deep Neural..:

Syed, Humza ; Bryla, Ryan ; Majumder, Uttam.
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.  14 (2021)  - p. 8171-8179 , 2021
Link: https://doi.org/10.1109/..
 
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12

Exploring Neuromodulation for Dynamic Learning:

Daram, Anurag ; Yanguas-Gil, Angel ; Kudithipudi, Dhireesha
Frontiers in Neuroscience.  14 (2020)  - p. , 2020
Link: https://doi.org/10.3389/..
 
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13

Neuromorphic System for Spatial and Temporal Information Pr..:

Zyarah, Abdullah M. ; Gomez, Kevin ; Kudithipudi, Dhireesha
IEEE Transactions on Computers.  , 2020
Link: https://doi.org/10.1109/..
 
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14

FeFET-Based Neuromorphic Architecture with On-Device Feedba..:

, In: 2020 21st International Symposium on Quality Electronic Design (ISQED),
Jot, Sumin ; Zyarah, Abdullah ; Kurinec, Santosh... - p. 317-322 , 2020
Link: https://doi.org/10.1109/..
 
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15

Relational Neurogenesis for Lifelong Learning Agents:

, In: Proceedings of the Neuro-inspired Computational Elements Workshop,
Pandit, Tej ; Kudithipudi, Dhireesha - p. 1-9 , 2020
Link: https://dl.acm.org/doi/1..
 
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