Alert button
Picture for Adarsha Balaji

Adarsha Balaji

Alert button

Design-Technology Co-Optimization for NVM-based Neuromorphic Processing Elements

Mar 10, 2022
Shihao Song, Adarsha Balaji, Anup Das, Nagarajan Kandasamy

Figure 1 for Design-Technology Co-Optimization for NVM-based Neuromorphic Processing Elements
Figure 2 for Design-Technology Co-Optimization for NVM-based Neuromorphic Processing Elements
Figure 3 for Design-Technology Co-Optimization for NVM-based Neuromorphic Processing Elements
Figure 4 for Design-Technology Co-Optimization for NVM-based Neuromorphic Processing Elements
Viaarxiv icon

Implementing Spiking Neural Networks on Neuromorphic Architectures: A Review

Feb 17, 2022
Phu Khanh Huynh, M. Lakshmi Varshika, Ankita Paul, Murat Isik, Adarsha Balaji, Anup Das

Figure 1 for Implementing Spiking Neural Networks on Neuromorphic Architectures: A Review
Figure 2 for Implementing Spiking Neural Networks on Neuromorphic Architectures: A Review
Figure 3 for Implementing Spiking Neural Networks on Neuromorphic Architectures: A Review
Figure 4 for Implementing Spiking Neural Networks on Neuromorphic Architectures: A Review
Viaarxiv icon

Design of Many-Core Big Little μBrain for Energy-Efficient Embedded Neuromorphic Computing

Nov 23, 2021
M. Lakshmi Varshika, Adarsha Balaji, Federico Corradi, Anup Das, Jan Stuijt, Francky Catthoor

Figure 1 for Design of Many-Core Big Little μBrain for Energy-Efficient Embedded Neuromorphic Computing
Figure 2 for Design of Many-Core Big Little μBrain for Energy-Efficient Embedded Neuromorphic Computing
Figure 3 for Design of Many-Core Big Little μBrain for Energy-Efficient Embedded Neuromorphic Computing
Figure 4 for Design of Many-Core Big Little μBrain for Energy-Efficient Embedded Neuromorphic Computing
Viaarxiv icon

DFSynthesizer: Dataflow-based Synthesis of Spiking Neural Networks to Neuromorphic Hardware

Aug 04, 2021
Shihao Song, Harry Chong, Adarsha Balaji, Anup Das, James Shackleford, Nagarajan Kandasamy

Figure 1 for DFSynthesizer: Dataflow-based Synthesis of Spiking Neural Networks to Neuromorphic Hardware
Figure 2 for DFSynthesizer: Dataflow-based Synthesis of Spiking Neural Networks to Neuromorphic Hardware
Figure 3 for DFSynthesizer: Dataflow-based Synthesis of Spiking Neural Networks to Neuromorphic Hardware
Figure 4 for DFSynthesizer: Dataflow-based Synthesis of Spiking Neural Networks to Neuromorphic Hardware
Viaarxiv icon

Dynamic Reliability Management in Neuromorphic Computing

May 05, 2021
Shihao Song, Jui Hanamshet, Adarsha Balaji, Anup Das, Jeffrey L. Krichmar, Nikil D. Dutt, Nagarajan Kandasamy, Francky Catthoor

Figure 1 for Dynamic Reliability Management in Neuromorphic Computing
Figure 2 for Dynamic Reliability Management in Neuromorphic Computing
Figure 3 for Dynamic Reliability Management in Neuromorphic Computing
Figure 4 for Dynamic Reliability Management in Neuromorphic Computing
Viaarxiv icon

NeuroXplorer 1.0: An Extensible Framework for Architectural Exploration with Spiking Neural Networks

May 04, 2021
Adarsha Balaji, Shihao Song, Twisha Titirsha, Anup Das, Jeffrey Krichmar, Nikil Dutt, James Shackleford, Nagarajan Kandasamy, Francky Catthoor

Figure 1 for NeuroXplorer 1.0: An Extensible Framework for Architectural Exploration with Spiking Neural Networks
Figure 2 for NeuroXplorer 1.0: An Extensible Framework for Architectural Exploration with Spiking Neural Networks
Figure 3 for NeuroXplorer 1.0: An Extensible Framework for Architectural Exploration with Spiking Neural Networks
Figure 4 for NeuroXplorer 1.0: An Extensible Framework for Architectural Exploration with Spiking Neural Networks
Viaarxiv icon

On the Role of System Software in Energy Management of Neuromorphic Computing

Mar 22, 2021
Twisha Titirsha, Shihao Song, Adarsha Balaji, Anup Das

Figure 1 for On the Role of System Software in Energy Management of Neuromorphic Computing
Figure 2 for On the Role of System Software in Energy Management of Neuromorphic Computing
Figure 3 for On the Role of System Software in Energy Management of Neuromorphic Computing
Figure 4 for On the Role of System Software in Energy Management of Neuromorphic Computing
Viaarxiv icon

Compiling Spiking Neural Networks to Mitigate Neuromorphic Hardware Constraints

Nov 27, 2020
Adarsha Balaji, Anup Das

Viaarxiv icon

Enabling Resource-Aware Mapping of Spiking Neural Networks via Spatial Decomposition

Sep 19, 2020
Adarsha Balaji, Shihao Song, Anup Das, Jeffrey Krichmar, Nikil Dutt, James Shackleford, Nagarajan Kandasamy, Francky Catthoor

Figure 1 for Enabling Resource-Aware Mapping of Spiking Neural Networks via Spatial Decomposition
Figure 2 for Enabling Resource-Aware Mapping of Spiking Neural Networks via Spatial Decomposition
Figure 3 for Enabling Resource-Aware Mapping of Spiking Neural Networks via Spatial Decomposition
Figure 4 for Enabling Resource-Aware Mapping of Spiking Neural Networks via Spatial Decomposition
Viaarxiv icon

Run-time Mapping of Spiking Neural Networks to Neuromorphic Hardware

Jun 11, 2020
Adarsha Balaji, Thibaut Marty, Anup Das, Francky Catthoor

Figure 1 for Run-time Mapping of Spiking Neural Networks to Neuromorphic Hardware
Figure 2 for Run-time Mapping of Spiking Neural Networks to Neuromorphic Hardware
Figure 3 for Run-time Mapping of Spiking Neural Networks to Neuromorphic Hardware
Figure 4 for Run-time Mapping of Spiking Neural Networks to Neuromorphic Hardware
Viaarxiv icon