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Taufik A. Valiante
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2020 – today
- 2023
- [j8]Frank Mazza
, Alexandre Guet-McCreight, Taufik A. Valiante, John D. Griffiths, Etay Hay:
In-silico EEG biomarkers of reduced inhibition in human cortical microcircuits in depression. PLoS Comput. Biol. 19(4) (2023) - [c13]Zhiyu Yang, Jamie Koerner, Gerard O'Leary, Taufik A. Valiante, Roman Genov:
Hardware-Efficient 1D CNN for Patient-Specific Early Seizure Detection. EMBC 2023: 1-4 - 2022
- [j7]Daniele Grattarola
Seizure localisation with attention-based graph neural networks. Expert Syst. Appl. 203: 117330 (2022) - 2021
- [c12]Yushi Guan, Jamie Koerner, Taufik A. Valiante, Roman Genov, Gerard O'Leary:
Generative Adversarial Network-based Synthetic Seizure Dataset Augmentation. NER 2021: 797-800 - 2020
- [j6]Mohammad Reza Pazhouhandeh
Track-and-Zoom Neural Analog-to-Digital Converter With Blind Stimulation Artifact Rejection. IEEE J. Solid State Circuits 55(7): 1984-1997 (2020) - [j5]Nafiseh Ghoroghchian
Node-Centric Graph Learning From Data for Brain State Identification. IEEE Trans. Signal Inf. Process. over Networks 6: 120-132 (2020) - [c11]Nizar Islah, Jamie Koerner, Roman Genov, Taufik A. Valiante
Machine Learning with Imbalanced EEG Datasets using Outlier-based Sampling. EMBC 2020: 112-115 - [c10]Gerard O'Leary, Jianxiong Xu, Liam Long, José B. Sales Filho
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. ISSCC 2020: 402-404 - [i1]Nafiseh Ghoroghchian, David M. Groppe, Roman Genov, Taufik A. Valiante, Stark C. Draper:
Node-Centric Graph Learning from Data for Brain State Identification. CoRR abs/2011.02179 (2020)
2010 – 2019
- 2019
- [c9]Jamie Koerner, Gerard O'Leary, Taufik A. Valiante, Roman Genov:
Neuromodulation Biomarker Selection using GPU-Parallelized Genetic Algorithms. BioCAS 2019: 1-4 - [c8]Gerard O'Leary, Adam Gierlach, Roman Genov, Taufik A. Valiante:
Neural Interface System for Virtual High-Density Microelectrode Array Adaptive Neuromodulation. BioCAS 2019: 1-4 - [c7]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:
Adaptively Clock-Boosted Auto-Ranging Responsive Neurostimulator for Emerging Neuromodulation Applications. ISSCC 2019: 374-376 - 2018
- [j4]Gerard O'Leary
NURIP: Neural Interface Processor for Brain-State Classification and Programmable-Waveform Neurostimulation. IEEE J. Solid State Circuits 53(11): 3150-3162 (2018) - [c6]Gerard O'Leary, Ian Taras, Dylan Malone Stuart, Jamie Koerner, David M. Groppe, Taufik A. Valiante, Roman Genov:
GPU - Accelerated Parameter Selection for Neural Connectivity Analysis Devices. BioCAS 2018: 1-4 - [c5]Gerard O'Leary, Mohammad Reza Pazhouhandeh, Michael Chang
A recursive-memory brain-state classifier with 32-channel track-and-zoom Δ2 Σ ADCs and Charge-Balanced Programmable Waveform Neurostimulators. ISSCC 2018: 296-298 - 2017
- [c4]Gerard O'Leary, Asish O. Abraham, Akshay K. Kamath
Machine learning microserver for neuromodulation device training. BioCAS 2017: 1-4 - [c3]Gerard O'Leary, Taufik A. Valiante
Low-latency VLSI architecture for neural cross-frequency coupling analysis. EMBC 2017: 2247-2250 - 2016
- [j3]Lihua Wang, Suzie Dufour, Taufik A. Valiante
Extracellular Potassium and Seizures: Excitation, Inhibition and the Role of Ih. Int. J. Neural Syst. 26(8): 1650044:1-1650044:14 (2016) - 2015
- [j2]Cristiano Micheli, Daniel Kaping, Stephanie Westendorff, Taufik A. Valiante
Inferior-frontal cortex phase synchronizes with the temporal-parietal junction prior to successful change detection. NeuroImage 119: 417-431 (2015) - [c2]Hossein Kassiri, Muhammad Tariqus Salam, Fu Der Chen, Behraz Vatankhahghadim
Inductively powered arbitrary-waveform adaptive-supply electro-optical neurostimulator. BioCAS 2015: 1-4 - 2013
- [j1]Demitre Serletis
Phase Synchronization of neuronal noise in mouse hippocampal epileptiform Dynamics. Int. J. Neural Syst. 23(1) (2013) - 2011
- [c1]Marija Cotic, Osbert C. Zalay, Taufik A. Valiante
Frequency interactions in human epileptic brain. EMBC 2011: 2057-2060
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