Machine learning microserver for neuromodulation device training. - Gerard O'Leary; Asish O. Abraham; Akshay Karkal Kamath; David M. Groppe; Taufik A. Valiante; Roman Genov (BioCAS, 2017)

Low-latency VLSI architecture for neural cross-frequency coupling analysis. - Gerard O'Leary; Taufik A. Valiante; Roman Genov (EMBC, 2017)

Bit-pragmatic deep neural network computing. - Jorge Albericio; Alberto Delmas; Patrick Judd; Sayeh Sharify; Gerard O'Leary; Roman Genov; Andreas Moshovos (MICRO, 2017)

GPU - Accelerated Parameter Selection for Neural Connectivity Analysis Devices. - Gerard O'Leary; Ian Taras; Dylan Malone Stuart; Jamie Koerner; David M. Groppe; Taufik A. Valiante; Roman Genov (BioCAS, 2018)

A recursive-memory brain-state classifier with 32-channel track-and-zoom Δ2 Σ ADCs and Charge-Balanced Programmable Waveform Neurostimulators. - Gerard O'Leary; Mohammad Reza Pazhouhandeh; Michael Chang 002; David M. Groppe; Taufik A. Valiante; Naveen Verma; Roman Genov (ISSCC, 2018)

NURIP: Neural Interface Processor for Brain-State Classification and Programmable-Waveform Neurostimulation. - Gerard O'Leary; David M. Groppe; Taufik A. Valiante; Naveen Verma; Roman Genov (IEEE J. Solid State Circuits, 2018)

Neuromodulation Biomarker Selection using GPU-Parallelized Genetic Algorithms. - Jamie Koerner; Gerard O'Leary; Taufik A. Valiante; Roman Genov (BioCAS, 2019)

Neural Interface System for Virtual High-Density Microelectrode Array Adaptive Neuromodulation. - Gerard O'Leary; Adam Gierlach; Roman Genov; Taufik A. Valiante (BioCAS, 2019)

Adaptively Clock-Boosted Auto-Ranging Responsive Neurostimulator for Emerging Neuromodulation Applications. - Reza Pazhouhandeh; Gerard O'Leary; Iliya Weisspapir; David M. Groppe; Xuan-Thuan Nguyen; Karim Abdelhalim; Hamed Mazhab-Jafari; Taufik A. Valiante; Peter L. Carlen; Naveen Verma; Roman Genov (ISSCC, 2019)

Machine Learning with Imbalanced EEG Datasets using Outlier-based Sampling. - Nizar Islah; Jamie Koerner; Roman Genov; Taufik A. Valiante; Gerard O'Leary (EMBC, 2020)

26.2 A Neuromorphic Multiplier-Less Bit-Serial Weight-Memory-Optimized 1024-Tree Brain-State Classifier and Neuromodulation SoC with an 8-Channel Noise-Shaping SAR ADC Array. - Gerard O'Leary; Jianxiong Xu; Liam Long; José B. Sales Filho; Camilo Tejeiro; Maged ElAnsary; Chenxi Tang; Homeira Moradi; Prajay Shah; Taufik A. Valiante; Roman Genov (ISSCC, 2020)

Generative Adversarial Network-based Synthetic Seizure Dataset Augmentation. - Yushi Guan; Jamie Koerner; Taufik A. Valiante; Roman Genov; Gerard O'Leary (NER, 2021)

Design Methodology for Energy-constrained AI Edge Inference in Implantable Medical Devices. - José B. Sales Filho; Jianxiong Xu; Mustafa A. Kanchwala; Gerard O'Leary; José Zariffa; Roman Genov (BioCAS, 2023)

Hardware-Efficient 1D CNN for Patient-Specific Early Seizure Detection. - Zhiyu Yang; Jamie Koerner; Gerard O'Leary; Taufik A. Valiante; Roman Genov (EMBC, 2023)

Fascicle-Selective Bidirectional Peripheral Nerve Interface IC with 173dB FOM Noise-Shaping SAR ADCs and 1.38pJ/b Frequency-Multiplying Current-Ripple Radio Transmitter. - Jianxiong Xu; José B. Sales Filho; Sudip Nag; Liam Long; Camilo Tejeiro; Eugene Hwang; Gerard O'Leary; Yu Huang; Mustafa A. Kanchwala; Mohammad Abdolrazzaghi; Chenxi Tang; Patty Liu; et al. (ISSCC, 2023)

Fascicle-Selective Ultrasound-Powered Bidirectional Wireless Peripheral Nerve Interface IC. - Jianxiong Xu; José B. Sales Filho; Sudip Nag; Liam Long; Eugene Hwang; Camilo Tejeiro; Gerard O'Leary; Yu Huang; Mustafa A. Kanchwala; Mohammad Abdolrazzaghi; Chenxi Tang; Patty Liu; et al. (IEEE Trans. Biomed. Circuits Syst., 2023)

BrainForest: Neuromorphic Multiplier-Less Bit-Serial Weight-Memory-Optimized 1024-Tree Brain-State Classification Processor. - Gerard O'Leary; Jamie Koerner; Mustafa A. Kanchwala; José B. Sales Filho; Jianxiong Xu; Taufik A. Valiante; Roman Genov (IEEE Trans. Biomed. Circuits Syst., 2025)