4results about How to "Overcome state" patented technology

The application discloses a parallel polynomial gradient calculation system and method based on a CMOS nerve synapse transistor, and relates to the technical field of calculation systems.The parallel polynomial gradient calculation system based on the CMOS nerve synapse transistor adopts a basic calculation unit containing at least one CMOS transistor, and configures the CMOS transistor to exhibit the dual-mode characteristics of neuron behavior and synapse behavior in a floating substrate operation mode, and meanwhile, combines a parallel array architecture, so that the application realizes a neuromorphic calculation hardware based on a standard CMOS process, utilizes mature CMOS manufacturing technology, avoids special materials and post-integration processes required by emerging devices such as memristors, thereby improving the manufacturability and yield of the system, and reducing production costs.Meanwhile, the inherent device consistency and long-term stability of the CMOS transistor effectively overcome the problems of large differences between devices and state drift in the memristor scheme, and realize high-precision polynomial gradient calculation.

The invention discloses a vehicle-mounted multi-screen media synchronization control method based on a MediaSession framework, and the synchronization control method comprises the steps: creating a global media session manager at a system layer as a control center, and enabling each screen media application to register a MediaSession instance of the screen media application to the manager. The manager receives a control instruction from a multivariate input source and intelligently distributes the control instruction to a specific target instance according to a predefined routing policy instead of simple broadcasting, so that the problem of control logic dispersion is solved. Meanwhile, the manager aggregates the state changes reported by all the instances, generates a global state view and broadcasts and synchronizes the global state view, so that all the applications can update a local interface in a unified manner according to the global state view, and the consistency of the cross-screen display state is ensured. According to the synchronous control method, on the premise of being compatible with a standard framework, the technical problems of state asynchronization and control conflict in the vehicle-mounted multi-screen media system are effectively solved through centralized management and a two-way synchronization mechanism.

The application relates to the technical field of encrypted communication security and data leakage prevention, and discloses an encrypted channel data leakage prevention blocking method and system based on a deep residual network and protocol reverse analysis, which comprises the following steps: under the premise of maintaining end-to-end encryption, collecting the transmission direction, ciphertext load length and arrival time interval of an encrypted session, constructing a structured observation sequence by demarcating the interactive round-trip boundary and analyzing the idle time length fluctuation to carry the protocol interaction rhythm; analyzing the hidden state output state probability sequence by a Gumbel-Softmax relaxed hidden semi-Markov model, inputting the state probability sequence into a deep residual network after aligning with a Gram angle field texture image, generating a gating coefficient to modulate the texture feature to output a leakage probability; combining the state transition probability to predict the risk and make a decision on blocking, and predicting the injection blocking message based on the TCP sequence number at the hidden state boundary. The application does not destroy the security of the encrypted channel, and uses the protocol logic structure to improve the detection accuracy and blocking timeliness.

The application belongs to the field of simulation and is particularly related to a large language model role interaction system based on plot driving and tool calling, which comprises a role mapping module, a state library module, a plot evolution module, a scene behavior constraint module, a tool calling module and a conversation generation module. The role mapping module generates a language-characteristic feature set according to user input; the state library module initializes plot parameters according to the feature set; the plot evolution module drives plot logic based on a plot rule engine, dynamically generates a role behavior target, a tone strategy and a tool calling request or a random branch event; the scene behavior constraint module generates a behavior constraint rule set from a multi-scene behavior constraint rule library according to a scene identifier and a plot event; the tool calling module responds to the request and obtains a response result parameter of an external tool; and the conversation generation module integrates all the above information, drives a large language model to generate a coherent role conversation combined with a scene, an action and a tool. The application improves the personalization, coherence, scene adaptability and functional integration of role interaction.