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Dharmendra Modha
Dharmendra Modha
IBM Fellow
Verified email at us.ibm.com - Homepage
Title
Cited by
Cited by
Year
11.4 IBM NorthPole: An Architecture for Neural Network Inference with a 12nm Chip
AS Cassidy, JV Arthur, F Akopyan, A Andreopoulos, R Appuswamy, ...
2024 IEEE International Solid-State Circuits Conference (ISSCC) 67, 214-215, 2024
2024
Parallel computational architecture with reconfigurable core-level and vector-level parallelism
AS Cassidy, MD Flickner, P Datta, H Penner, R Appuswamy, J Sawada, ...
US Patent 11,847,553, 2023
2023
Learned step size quantization
S Esser, JL McKinstry, D Bablani, R Appuswamy, DS Modha
US Patent 11,823,054, 2023
2023
Neural inference at the frontier of energy, space, and time
DS Modha, F Akopyan, A Andreopoulos, R Appuswamy, JV Arthur, ...
Science 382 (6668), 329-335, 2023
252023
IBM NorthPole Neural Inference Machine
DS Modha, F Akopyan, A Andreopoulos, R Appuswamy, JV Arthur, ...
2023 IEEE Hot Chips 35 Symposium (HCS), 1-58, 2023
42023
Instruction distribution in an array of neural network cores
H Penner, DS Modha, JV Arthur, AS Cassidy, R Appuswamy, P Datta, ...
US Patent 11,663,461, 2023
2023
Long-short term memory (LSTM) cells on spiking neuromorphic hardware
R Appuswamy, M Beyeler, P Datta, M Flickner, DS Modha
US Patent 11,636,317, 2023
52023
Runtime reconfigurable neural network processor core
AS Cassidy, R Appuswamy, JV Arthur, P Datta, SK Esser, MD Flickner, ...
US Patent App. 18/046,301, 2023
12023
Core utilization optimization by dividing computational blocks across cores
A Amir, P Datta, N Megiddo, DS Modha
US Patent 11,586,893, 2023
2023
Neuromorphic event-driven neural computing architecture in a scalable neural network
F Akopyan, JV Arthur, R Manohar, PA Merolla, DS Modha, A Molnar, ...
US Patent 11,580,366, 2023
22023
Efficient and effective methods for mixed precision neural network quantization for faster, energy-efficient inference
D Bablani, JL Mckinstry, SK Esser, R Appuswamy, DS Modha
arXiv preprint arXiv:2301.13330, 2023
72023
Flexible precision neural inference processing unit
AS Cassidy, R Appuswamy, JV Arthur, P Datta, S Esser, MD Flickner, ...
US Patent 11,537,859, 2022
12022
Neural network weight distribution from a grid of memory elements
J Sawada, DS Modha, AS Cassidy, JV Arthur, TK Nayak, CO Otero, ...
US Patent 11,521,085, 2022
2022
Runtime reconfigurable neural network processor core
AS Cassidy, R Appuswamy, JV Arthur, P Datta, SK Esser, MD Flickner, ...
US Patent 11,501,140, 2022
242022
Unsupervised, supervised and reinforced learning via spiking computation
DS Modha
US Patent 11,481,621, 2022
52022
Synaptic, dendritic, somatic, and axonal plasticity in a network of neural cores using a plastic multi-stage crossbar switching
DS Modha
US Patent 11,410,017, 2022
2022
An efficient method for vlsi implementation of useful neural network activation functions
J Sawada, MD Flickner, AS Cassidy, JV Arthur, P Datta, DS Modha, ...
US Patent App. 17/115,285, 2022
2022
Hardware architecture for simulating a neural network of neurons
RAI Rivera, JV Arthur, AS Cassidy, P Datta, PA Merolla, DS Modha
US Patent 11,341,401, 2022
2022
Symbolic validation of neuromorphic hardware
A Andreopoulos, DS Modha, AS Cassidy, BS Taba, C Di Nolfo, H Penner, ...
US Patent App. 17/077,759, 2022
2022
Modular neural network computing apparatus with distributed neural network storage
J Sawada, DS Modha, JV Arthur, AS Cassidy, P Datta, R Appuswamy, ...
US Patent App. 17/077,720, 2022
2022
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