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Adarsha Balaji
Adarsha Balaji
Ph.D. Candidate, Drexel University
Verified email at drexel.edu
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Year
Mapping spiking neural networks to neuromorphic hardware
A Balaji, A Das, Y Wu, K Huynh, FG Dell’Anna, G Indiveri, JL Krichmar, ...
IEEE Transactions on Very Large Scale Integration (VLSI) Systems 28 (1), 76-86, 2019
652019
PyCARL: A PyNN interface for hardware-software co-simulation of spiking neural network
A Balaji, P Adiraju, HJ Kashyap, A Das, JL Krichmar, ND Dutt, F Catthoor
arXiv preprint arXiv:2003.09696, 2020
392020
Compiling spiking neural networks to neuromorphic hardware
S Song, A Balaji, A Das, N Kandasamy, J Shackleford
The 21st ACM SIGPLAN/SIGBED Conference on Languages, Compilers, and Tools …, 2020
302020
Power-accuracy trade-offs for heartbeat classification on neural networks hardware
A Balaji, F Corradi, A Das, S Pande, S Schaafsma, F Catthoor
Journal of low power electronics 14 (4), 508-519, 2018
302018
A framework to explore workload-specific performance and lifetime trade-offs in neuromorphic computing
A Balaji, S Song, A Das, N Dutt, J Krichmar, N Kandasamy, F Catthoor
IEEE Computer Architecture Letters 18 (2), 149-152, 2019
252019
Exploration of segmented bus as scalable global interconnect for neuromorphic computing
A Balaji, Y Wu, A Das, F Catthoor, S Schaafsma
Proceedings of the 2019 on Great Lakes Symposium on VLSI, 495-499, 2019
212019
Enabling resource-aware mapping of spiking neural networks via spatial decomposition
A Balaji, S Song, A Das, J Krichmar, N Dutt, J Shackleford, N Kandasamy, ...
IEEE Embedded Systems Letters 13 (3), 142-145, 2020
202020
Run-time mapping of spiking neural networks to neuromorphic hardware
A Balaji, T Marty, A Das, F Catthoor
Journal of Signal Processing Systems 92 (11), 1293-1302, 2020
182020
A framework for the analysis of throughput-constraints of SNNs on neuromorphic hardware
A Balaji, A Das
2019 IEEE Computer Society Annual Symposium on VLSI (ISVLSI), 193-196, 2019
182019
On the role of system software in energy management of neuromorphic computing
T Titirsha, S Song, A Balaji, A Das
Proceedings of the 18th ACM International Conference on Computing Frontiers …, 2021
172021
NeuroXplorer 1.0: An extensible framework for architectural exploration with spiking neural networks
A Balaji, S Song, T Titirsha, A Das, J Krichmar, N Dutt, J Shackleford, ...
International Conference on Neuromorphic Systems 2021, 1-9, 2021
152021
Dynamic reliability management in neuromorphic computing
S Song, J Hanamshet, A Balaji, A Das, JL Krichmar, ND Dutt, ...
ACM Journal on Emerging Technologies in Computing Systems (JETC) 17 (4), 1-27, 2021
132021
Compiling spiking neural networks to mitigate neuromorphic hardware constraints
A Balaji, A Das
2020 11th International Green and Sustainable Computing Workshops (IGSC), 1-3, 2020
122020
Design methodology for embedded approximate artificial neural networks
A Balaji, S Ullah, A Das, A Kumar
Proceedings of the 2019 on Great Lakes Symposium on VLSI, 489-494, 2019
122019
DFSynthesizer: Dataflow-based synthesis of spiking neural networks to neuromorphic hardware
S Song, H Chong, A Balaji, A Das, J Shackleford, N Kandasamy
ACM Transactions on Embedded Computing Systems (TECS) 21 (3), 1-35, 2022
112022
Design of many-core big little µBrains for energy-efficient embedded neuromorphic computing
ML Varshika, A Balaji, F Corradi, A Das, J Stuijt, F Catthoor
2022 Design, Automation & Test in Europe Conference & Exhibition (DATE …, 2022
82022
Implementing spiking neural networks on neuromorphic architectures: A review
PK Huynh, ML Varshika, A Paul, M Isik, A Balaji, A Das
arXiv preprint arXiv:2202.08897, 2022
62022
RotaSYN: Rotary traveling wave oscillator SYNthesizer
R Kuttappa, A Balaji, V Pano, B Taskin, H Mahmoodi
IEEE Transactions on Circuits and Systems I: Regular Papers 66 (7), 2685-2698, 2019
62019
Design-Technology Co-Optimization for NVM-based Neuromorphic Processing Elements
S Song, A Balaji, A Das, N Kandasamy
ACM Transactions on Embedded Computing Systems (TECS), 2022
22022
Implementing Spiking Neural Networks on Neuromorphic Architectures: A Review
P Khanh Huynh, M Lakshmi Varshika, A Paul, M Isik, A Balaji, A Das
arXiv e-prints, arXiv: 2202.08897, 2022
2022
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