Kaspersky Neuromorphic AI Conference 2024 | Kaspersky Machine Learning

About the Conference

Conference topics:

Spiking and neurosemantic neural networks;
Local training of neural networks based on synaptic plasticity;
Memory models in neural networks;
Neuromorphic processors;
Memristors in neuromorphic computing systems;
Neuro-robotics systems;
Prospects for the practical application of neuromorphic AI;
AI security: attacks on CV, LLMs, time-series analysis systems, and methods for effective protection.

The demonstration section will highlight::

Kaspersky Neuromorphic Platform – an open-source machine learning platform tailored for spiking neural networks and enabling the development of related commercial applications with elements of neuromorphic AI;
Neuromorphic chip «AltAI» for creating AI solutions in the form factor of embedded systems (Edge AI);
Demonstration stand on AI security based on a cloud platform for analyzing and developing trusted systems using AI technologies;
«Smart» clothing that records and analyzes human muscle activity (electromyographic signals)

Agenda

10:00 – 10:30

Guest gathering, welcome coffee

10:30 – 10:40

Conference kick-off

Andrey Doukhvalov

VP, Future Technologies, Kaspersky

Andrey Lavrentyev

Head of Technology Research Department, Kaspersky

10:40 – 11:00

Neuromorphism and artificial intelligence security

Andrey Lavrentyev

Head of Technology Research Department, Kaspersky

11:00 – 11:20

Neuromorphic chip «AltAI»: Architecture and applications

Valery Kangler

Technical Director, Motiv NT

11:20 – 11:40

Analog neuromorphic memory elements and new computational architectures based on them

Vyacheslav Demin

First Deputy Head for Scientific Work of the Kurchatov Complex of NBICS-nature-like technologies, National Research Center «Kurchatov Institute»

11:40 – 12:00

Smart clothing with integrated multichannel myosensors

Victor Kazantsev

Head of Neurotechnology Department, Institute of Biology and Biomedicine, Lobachevsky State University of Nizhny Novgorod

12:00 – 12:20

Neuromorphic artificial intelligence systems – overview of projects for 2024

Denis Larionov

Head of the AI Department, «Tsifrum» (State Atomic Energy Corporation Rosatom)

12:20 – 12:50

Coffee break and the demonstration section

12:50 – 13:20

Kaspersky Neuromorphic Platform: Open source platform for developing spiking neural networks

Artyom Nechiporuk

Software Architect, Kaspersky

Alexey Lyubyakin

Software Development Engineer, Motiv NT

13:20 – 13:40

Image and video analysis using spiking neural networks

Mikhail Kiselev

Neuromorphic Computing Expert, Kaspersky,
Head of the Neuromorphic Computing Laboratory, Chuvash State University

13:40 – 14:00

Neuromorphic AI technologies based on biophysical models of neuron-astrocyte networks

Susan Gordleeva

Professor, Doctor of Physical and Mathematical Sciences, Lobachevsky State University of Nizhny Novgorod, Neimark IT Campus

14:00 – 14:20

Efficient fine-tuning of large language models: What can Hebb’s rule offer?

Evgeniy Dzhivelikyan

Researcher, Moscow Institute of Physics and Technology

14:20 – 15:00

Lunch

15:00 – 15:20

Spiking neural network with quantized weights for keyword recognition in audio recordings

Roman Rybka

Leading Research Associate, Kurchatov Complex of NBICS Nature-Like Technologies, National Research Center «Kurchatov Institute»

15:20 – 15:40

Spiking diffusion model for generating speech commands

Marina Pribyl

Deputy Director, Alpha Cephei Technologies

15:40 – 16:00

Visual IDE for integrating neuromorphic technologies into robotic products

Albert Kaigorodov

Product Owner, X-Labs inc.

16:00 – 16:20

Сoffee break

16:20 – 16:40

From unreliability to security: On risks in LLM-based systems

Vladislav Tushkanov

Head of Machine Learning Research Group, Kaspersky

16:40 – 17:00

Kaspersky AI Security Team: Identifying threats and protecting AI

Oleg Vygolov

Senior Solution Architect, Kaspersky

17:00 – 17:20

Secure artificial intelligence: Algorithms and experiments on real data

Konstantin Arkhipenko

Researcher, Ivannikov Institute for System Programming of the Russian Academy of Sciences (ISP RAS)

17:20 – 17:40

Discussion, conference key takeaways

Спикеры

Andrey Doukhvalov

VP, Future Technologies, Kaspersky

Andrey Lavrentyev

Head of Technology Research Department, Kaspersky

Valery Kangler

Technical Director, Motiv NT

Vyacheslav Demin

First Deputy Head for Scientific Work of the Kurchatov Complex of NBICS-nature-like technologies, National Research Center «Kurchatov Institute»

Victor Kazantsev

Head of Neurotechnology Department, Institute of Biology and Biomedicine, Lobachevsky State University of Nizhny Novgorod

Denis Larionov

Head of the AI Department, «Tsifrum» (State Atomic Energy Corporation Rosatom)

Artyom Nechiporuk

Software Architect, Kaspersky

Alexey Lyubyakin

Software Development Engineer, Motiv NT

Mikhail Kiselev

Neuromorphic Computing Expert, Kaspersky,
Head of the Neuromorphic Computing Laboratory, Chuvash State University

Susan Gordleeva

Professor, Doctor of Physical and Mathematical Sciences, Lobachevsky State University of Nizhny Novgorod, Neimark IT Campus

Evgeniy Dzhivelikyan

Researcher, Moscow Institute of Physics and Technology

Roman Rybka

Leading Research Associate, Kurchatov Complex of NBICS Nature-Like Technologies, National Research Center «Kurchatov Institute»

Marina Pribyl

Deputy Director, Alpha Cephei Technologies

Vladislav Tushkanov

Head of Machine Learning Research Group, Kaspersky

Oleg Vygolov

Senior Solution Architect, Kaspersky

Konstantin Arkhipenko

Researcher, Ivannikov Institute for System Programming of the Russian Academy of Sciences (ISP RAS)

How to Get There

The conference will be held at the main office of Kaspersky Lab, located in the Olympia Park business center on 39A/2 Leningradskoe shosse, Moscow near the Khimki Reservoir.

We look forward to seeing you at Kaspersky Neuromorphic AI 2024!

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