Justin Morris

HyperRec: Efficient Recommender Systems with Hyperdimensional Computing

Tajana Simunic, Mohsen Imani, Baris Aksanli, 2021, 2021 26th Asia and South Pacific Design Automation Conference (ASP-DAC).

tiny-HD: Ultra-Efficient Hyperdimensional Computing Engine for IoT Applications

Tajana Simunic, Behnam Khaleghi, Hanyang Xu, 2021, 2021 Design, Automation & Test in Europe Conference & Exhibition (DATE).

Stochastic-HD: Leveraging Stochastic Computing on Hyper-Dimensional Computing

Tajana Simunic, Baris Aksanli, Behnam Khaleghi, 2021, 2021 IEEE 39th International Conference on Computer Design (ICCD).

Locality-based Encoder and Model Quantization for Efficient Hyper-Dimensional Computing

Tajana Rosing, Mohsen Imani, Baris Aksanli, 2021 .

HyDREA: Towards More Robust and Efficient Machine Learning Systems with Hyperdimensional Computing

Tajana Simunic, Mohsen Imani, Baris Aksanli, 2021, 2021 Design, Automation & Test in Europe Conference & Exhibition (DATE).

AdaptBit-HD: Adaptive Model Bitwidth for Hyperdimensional Computing

Tajana Simunic, Mohsen Imani, Baris Aksanli, 2021, 2021 IEEE 39th International Conference on Computer Design (ICCD).

MACcelerator: Approximate Arithmetic Unit for Computational Acceleration

Tajana Simunic, Mohsen Imani, Baris Aksanli, 2021, 2021 22nd International Symposium on Quality Electronic Design (ISQED).