Adarsha Balaji

38 papers A 1B 2C 1Journal 27Unranked 7
YearRankTypeTitle / Venue / Authors
2025 J jnl
Evaluating the Safety and Skill Reasoning of Large Reasoning Models Under Compute Constraints.
CoRR
Adarsha Balaji, Le Chen, Rajeev Thakur, Franck Cappello, Sandeep Madireddy
2025 — conf
Evaluation of Test-Time Compute Constraints on Safety and Skill Large Reasoning Models.
SC Workshops
Adarsha Balaji, Le Chen, Rajeev Thakur, Franck Cappello, Sandeep Madireddy
2025 J jnl
Large Language Models Inference Engines based on Spiking Neural Networks.
CoRR
Adarsha Balaji, Sandeep Madireddy, Prasanna Balaprakash
2024 J jnl
Network architecture search of X-ray based scientific applications.
CoRR
Adarsha Balaji, Ramyad Hadidi, Gregory Kollmer, Mohammed E. Fouda, Prasanna Balaprakash
2023 C conf
Application - Hardware Co-Optimization of Crossbar-Based Neuromorphic Systems.
ICMLA
Adarsha Balaji, Prasanna Balaprakash
2023 J jnl
NeuSB: A Scalable Interconnect Architecture for Spiking Neuromorphic Hardware.
IEEE Trans. Emerg. Top. Comput.
Adarsha Balaji, Phu Khanh Huynh, Francky Catthoor, Nikil D. Dutt, Jeffrey L. Krichmar, Anup Das
2022 J jnl
DFSynthesizer: Dataflow-based Synthesis of Spiking Neural Networks to Neuromorphic Hardware.
ACM Trans. Embed. Comput. Syst.
Shihao Song, Harry Chong, Adarsha Balaji, Anup Das, James A. Shackleford, Nagarajan Kandasamy
2022 A conf
Design of Many-Core Big Little µBrains for Energy-Efficient Embedded Neuromorphic Computing.
DATE
M. Lakshmi Varshika, Adarsha Balaji, Federico Corradi, Anup Das, Jan Stuijt, Francky Catthoor
2022 J jnl
Design-Technology Co-Optimization for NVM-Based Neuromorphic Processing Elements.
ACM Trans. Embed. Comput. Syst.
Shihao Song, Adarsha Balaji, Anup Das, Nagarajan Kandasamy
2022 J jnl
Design-Technology Co-Optimization for NVM-based Neuromorphic Processing Elements.
CoRR
Shihao Song, Adarsha Balaji, Anup Das, Nagarajan Kandasamy
2022 J jnl
Implementing Spiking Neural Networks on Neuromorphic Architectures: A Review.
CoRR
Phu Khanh Huynh, M. Lakshmi Varshika, Ankita Paul, Murat Isik, Adarsha Balaji, Anup Das
2021 J jnl
DFSynthesizer: Dataflow-based Synthesis of Spiking Neural Networks to Neuromorphic Hardware.
CoRR
Shihao Song, Harry Chong, Adarsha Balaji, Anup Das, James A. Shackleford, Nagarajan Kandasamy
2021 J jnl
Design of Many-Core Big Little μBrain for Energy-Efficient Embedded Neuromorphic Computing.
CoRR
M. Lakshmi Varshika, Adarsha Balaji, Federico Corradi, Anup Das, Jan Stuijt, Francky Catthoor
2021 J jnl
Dynamic Reliability Management in Neuromorphic Computing.
CoRR
Shihao Song, Jui Hanamshet, Adarsha Balaji, Anup Das, Jeffrey L. Krichmar, Nikil D. Dutt, Nagarajan Kandasamy, Francky Catthoor
2021 J jnl
Dynamic Reliability Management in Neuromorphic Computing.
ACM J. Emerg. Technol. Comput. Syst.
Shihao Song, Jui Hanamshet, Adarsha Balaji, Anup Das, Jeffrey L. Krichmar, Nikil D. Dutt, Nagarajan Kandasamy, Francky Catthoor
2021 J jnl
Enabling Resource-Aware Mapping of Spiking Neural Networks via Spatial Decomposition.
IEEE Embed. Syst. Lett.
Adarsha Balaji, Shihao Song, Anup Das, Jeffrey L. Krichmar, Nikil D. Dutt, James A. Shackleford, Nagarajan Kandasamy, Francky Catthoor
2021 — conf
NeuroXplorer 1.0: An Extensible Framework for Architectural Exploration with Spiking Neural Networks.
ICONS
Adarsha Balaji, Shihao Song, Twisha Titirsha, Anup Das, Jeffrey L. Krichmar, Nikil D. Dutt, James A. Shackleford, Nagarajan Kandasamy, Francky Catthoor
2021 J jnl
NeuroXplorer 1.0: An Extensible Framework for Architectural Exploration with Spiking Neural Networks.
CoRR
Adarsha Balaji, Shihao Song, Twisha Titirsha, Anup Das, Jeffrey L. Krichmar, Nikil D. Dutt, James A. Shackleford, Nagarajan Kandasamy, Francky Catthoor
2021 J jnl
On the Role of System Software in Energy Management of Neuromorphic Computing.
CoRR
Twisha Titirsha, Shihao Song, Adarsha Balaji, Anup Das
2021 — conf
On the role of system software in energy management of neuromorphic computing.
CF
Twisha Titirsha, Shihao Song, Adarsha Balaji, Anup Das
2020 — conf
Compiling Spiking Neural Networks to Mitigate Neuromorphic Hardware Constraints.
IGSC (Workshops)
Adarsha Balaji, Anup Das
2020 J jnl
Compiling Spiking Neural Networks to Mitigate Neuromorphic Hardware Constraints.
CoRR
Adarsha Balaji, Anup Das
2020 B conf
Compiling Spiking Neural Networks to Neuromorphic Hardware.
LCTES
Shihao Song, Adarsha Balaji, Anup Das, Nagarajan Kandasamy, James A. Shackleford
2020 J jnl
Compiling Spiking Neural Networks to Neuromorphic Hardware.
CoRR
Shihao Song, Adarsha Balaji, Anup Das, Nagarajan Kandasamy, James A. Shackleford
2020 J jnl
Enabling Resource-Aware Mapping of Spiking Neural Networks via Spatial Decomposition.
CoRR
Adarsha Balaji, Shihao Song, Anup Das, Jeffrey L. Krichmar, Nikil D. Dutt, James A. Shackleford, Nagarajan Kandasamy, Francky Catthoor
2020 J jnl
Mapping Spiking Neural Networks to Neuromorphic Hardware.
IEEE Trans. Very Large Scale Integr. Syst.
Adarsha Balaji, Francky Catthoor, Anup Das, Yuefeng Wu, Khanh Huynh, Francesco Dell'Anna, Giacomo Indiveri, Jeffrey L. Krichmar, Nikil D. Dutt, Siebren Schaafsma
2020 B conf
PyCARL: A PyNN Interface for Hardware-Software Co-Simulation of Spiking Neural Network.
IJCNN
Adarsha Balaji, Prathyusha Adiraju, Hirak Jyoti Kashyap, Anup Das, Jeffrey L. Krichmar, Nikil D. Dutt, Francky Catthoor
2020 J jnl
PyCARL: A PyNN Interface for Hardware-Software Co-Simulation of Spiking Neural Network.
CoRR
Adarsha Balaji, Prathyusha Adiraju, Hirak Jyoti Kashyap, Anup Das, Jeffrey L. Krichmar, Nikil D. Dutt, Francky Catthoor
2020 J jnl
Run-time Mapping of Spiking Neural Networks to Neuromorphic Hardware.
CoRR
Adarsha Balaji, Thibaut Marty, Anup Das, Francky Catthoor
2020 J jnl
Run-time Mapping of Spiking Neural Networks to Neuromorphic Hardware.
J. Signal Process. Syst.
Adarsha Balaji, Thibaut Marty, Anup Das, Francky Catthoor
2019 — conf
A Framework for the Analysis of Throughput-Constraints of SNNs on Neuromorphic Hardware.
ISVLSI
Adarsha Balaji, Anup Das
2019 J jnl
A Framework to Explore Workload-Specific Performance and Lifetime Trade-offs in Neuromorphic Computing.
IEEE Comput. Archit. Lett.
Adarsha Balaji, Shihao Song, Anup Das, Nikil D. Dutt, Jeff Krichmar, Nagarajan Kandasamy, Francky Catthoor
2019 J jnl
A Framework to Explore Workload-Specific Performance and Lifetime Trade-offs in Neuromorphic Computing.
CoRR
Adarsha Balaji, Shihao Song, Anup Das, Nikil D. Dutt, Jeffrey L. Krichmar, Nagarajan Kandasamy, Francky Catthoor
2019 — conf
Design Methodology for Embedded Approximate Artificial Neural Networks.
ACM Great Lakes Symposium on VLSI
Adarsha Balaji, Salim Ullah, Anup Das, Akash Kumar
2019 — conf
Exploration of Segmented Bus As Scalable Global Interconnect for Neuromorphic Computing.
ACM Great Lakes Symposium on VLSI
Adarsha Balaji, Yuefeng Wu, Anup Das, Francky Catthoor, Siebren Schaafsma
2019 J jnl
Mapping Spiking Neural Networks to Neuromorphic Hardware.
CoRR
Adarsha Balaji, Anup Das, Yuefeng Wu, Khanh Huynh, Francesco Dell'Anna, Giacomo Indiveri, Jeffrey L. Krichmar, Nikil D. Dutt, Siebren Schaafsma, Francky Catthoor
2019 J jnl
RotaSYN: Rotary Traveling Wave Oscillator SYNthesizer.
IEEE Trans. Circuits Syst. I Regul. Pap.
Ragh Kuttappa, Adarsha Balaji, Vasil Pano, Baris Taskin, Hamid Mahmoodi
2018 J jnl
Power-Accuracy Trade-Offs for Heartbeat Classification on Neural Networks Hardware.
J. Low Power Electron.
Adarsha Balaji, Federico Corradi, Anup Das, Sandeep Pande, Siebren Schaafsma, Francky Catthoor